Awesome MCP Servers
Overview
Awesome MCP Servers
Welcome to the Biggest Database of MCP Servers — a centralized directory of publicly accessible Model Context Protocol (MCP) servers. MCP servers enable large language models and AI agents to interact with external systems, APIs, and data sources in a secure, standardized way.
Whether you’re looking to connect your assistant to databases, cloud services, communication platforms, or search engines, this curated list makes it easy to discover and integrate the right endpoints.
Feel free to explore, fork, or contribute by submitting pull requests with additional MCP servers or updates. Happy integrating!
For a full database of MCP Servers with more extensive functionality, visit: SERP MCP Servers
| MCP Server | description | categories | stars | forks |
|---|---|---|---|---|
| firecrawl-mcp-server | Official Firecrawl MCP Server - Adds powerful web scraping to Cursor Claude and any other LLM clients. | Browser Automation | 2400 | 213 |
| pocketbase-mcp | MCP server for building PocketBase apps really quickly - Need a front end quick consider FastPocket | Databases | 26 | 4 |
| obs-mcp | An MCP server for OBS | Entertainment & Media;OS Automation | 5 | 1 |
| qualitativeresearch | Manage qualitative research context across sessions using knowledge graph based MCP Server | Research & Data | 0 | 1 |
| school-mcp | A Model Context Protocol (MCP) server for academic tools integrating with Canvas and Gradescope platforms. | Education & Learning Tools;Calendar Management | 3 | 1 |
| student | Manage context based on courses assignments exams etc. with knowledge graph based MCP Server | Education & Learning Tools;Knowledge & Memory | 0 | 1 |
| mcp-think-tool | An MCP server implementing the think tool for Claude | Knowledge & Memory | 53 | 10 |
| xero-mcp-server | An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction | Customer Data Platforms;Finance | 37 | 16 |
| mcp-pdf2md | PDF to Markdown conversion tool | File Systems | 2 | 2 |
| tripo-mcp | Official MCP server for Tripo | Art & Culture;Image & Video Processing | 136 | 17 |
| octagon-mcp-server | A free Model Context Protocol (MCP) server that integrates with Octagon Market Intelligence API | Research & Data;Finance | 6 | 3 |
| editor-mcp-server | MCP Server for AI automation of the PlayCanvas Editor | Developer Tools | 38 | 4 |
| mcp-aiven | Model Context Protocol server for Aiven | Cloud Platforms;Databases | 5 | 3 |
| mcp-server | A Model Context Protocol Server for Pica built in TypeScript | Databases;Communication | 14 | 1 |
| minecraft-mcp-server | A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time allowing AI assistants to build structures explore the world and interact with the game environment through natural language instruction | Games & Gamification | 32 | 5 |
| mcp | A MCP server implementation for hyperbrowser | Browser Automation | 204 | 13 |
| mcp-github-notifications | An MCP server for the github notifications API for the OSS maintainer | Version Control;Communication | 12 | 3 |
| OpenAPI-MCP | The OpenAPI-MCP proxy translates OpenAPI specs into MCP tools enabling AI agents to access external APIs without custom wrappers! | Cloud Platforms | 19 | 3 |
| make-mcp-server | Make MCP Server | Developer Tools;OS Automation | 63 | 11 |
| dify-plugin-tools-mcp_sse | Dify 1.0 Plugin MCP HTTP with SSE transport Tools | Communication | 56 | 8 |
| ntfy-mcp-server | An MCP (Model Context Protocol) server designed to interact with the ntfy push notification service. It enables LLMs and AI agents to send notifications to your devices with extensive customization options. | Communication;OS Automation | 3 | 1 |
| PayPal-MCP | Serverless PayPal MCP integration on Cloudflare Workers. Handles API requests auth and secure payments with low latency via Cloudflare's edge. Ideal for webhooks payment verification and real-time transactions. Scalable lightweight and secure. | E-commerce & Retail;Finance | 4 | 2 |
| PayPal-MCP-Backdated | A Model Context Protocol (MCP) server for PayPal API integration with backdated commits | Finance | 0 | 1 |
| mcp-server-weibo | A MCP Server for Sina Weibo | Browser Automation;Social Media | 2 | 2 |
| mcp-1panel | mcp-1panel is the Model Context Protocol (MCP) server implementation for 1Panel. | Cloud Platforms;OS Automation | 83 | 12 |
| Github-PR-MCP-server | An MCP server with typescript for github PR analysis | Version Control | 4 | 1 |
| uniswap-trader-mcp | An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. | Finance | 8 | 1 |
| figma-mcp-server | Interacts with Figma file content dev resources comments and webhooks. | Art & Culture | 0 | 0 |
| mcp-databricks-server | MCP Server for Databricks | Cloud Platforms | 16 | 6 |
| terminal-mcp-server | Make LLM can control your PC or Server with ssh or terminal. | OS Automation | 4 | 2 |
| mcp-server-giphy | An implementation of Giphy integration with Model Context Protocol | Image & Video Processing;Entertainment & Media | 6 | 1 |
| bsky-mcp-server | Bluesky MCP (Model Context Protocol) Server | Communication;Social Media | 8 | 3 |
| lucidity-mcp | AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity security issues and more through structured prompts. | Version Control | 26 | 5 |
| OpenSCAD-MCP-Server | Devin's attempt at creating an OpenSCAD MCP Server that takes a user prompt and generates a preview image and 3d file. | Image & Video Processing;File Systems | 16 | 4 |
| Lilith-Shell | An MCP (Model Context Protocol) server that enables AI assistants to execute terminal commands securely. | OS Automation | 0 | 2 |
| hackmd-mcp | A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants. | Note Taking | 16 | 1 |
| pagerduty-mcp-server | PagerDuty MCP Server for LLM Agent Integration | Customer Support;Monitoring | 0 | 3 |
| mythic_mcp | A simple POC to expose Mythic as a MCP server | OS Automation;Security | 45 | 11 |
| SB-MCP | Supabase Model Context Protocol (MCP) server for CRUD operations and Edge Functions | Databases | 1 | 2 |
| mcp-google-ads | An MCP tool that connects Google Ads with Claude AI/Cursor and others allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information performance metrics keyword analytics and ad management—all through simple chat with Claude Cursor or Windsurf. | Marketing | 31 | 9 |
| trading-simulator-mcp | An MCP server designed to work directly with our Recall Multi-Chain Trading Simulator | Finance | 0 | 1 |
| mcp-brex-server | A MCP server for interacting with Brex expense tracking platform | Finance | 2 | 1 |
| anilist-mcp | AniList MCP server for accessing anime and manga data | Search;Art & Culture | 20 | 1 |
| Frontapp-MCP | MCP server and client for Frontapp | Communication;Customer Support | 0 | 1 |
| mcp-sncf | This project provides a modular Python wrapper for the SNCF API with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent journey planning and train information retrieval across France. | Travel & Transportation | 1 | 2 |
| PHPocalypse-MCP | MCP server for vibe developers that are too busy to run tests and static analysis. | Monitoring | 1 | 2 |
| discord-mcp | A Model Context Protocol (MCP) server for the Discord integration with MCP-compatible applications like Claude Desktop. | Communication | 13 | 2 |
| vidu-mcp-server | MCP server for Vidu video generation API | Image & Video Processing | 1 | 1 |
| mcp-turso-cloud | 🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and database-level operations making it easy to manage and query Turso databases directly from LLMs. | Databases;Cloud Platforms | 2 | 2 |
| claude-dev-tools | MCP server stack for Claude that gives it terminal control | OS Automation;File Systems | 2 | 1 |
| freshdesk_mcp | MCP server created for Freshdesk allowing AI models to interact with Freshdesk modules | Customer Support;Communication | 4 | 3 |
| notion-mcp | Notion MCP Server | File Systems | 0 | 0 |
| minesweeper-mcp-server | An MCP server for playing Minesweeper | Games & Gamification | 106 | 5 |
| container-mcp | A podman ubuntu 24.04 container that serves a MCP server; with file code execution bash shell and more. | Virtualization;OS Automation | 4 | 1 |
| fetcher-mcp | MCP server for fetch web page content using Playwright headless browser. | Browser Automation | 551 | 36 |
| freecad_mcp | FreecadMCP connects Freecad to Claude AI and other MCP-ready tools like Cursor through the Model Context Protocol (MCP) allowing Claude to directly interact with and control Freecad. This integration enables prompt assisted CAD 3d Design. | Image & Video Processing;OS Automation | 40 | 7 |
| mcp_code_executor | The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment. | Developer Tools;Virtualization | 44 | 11 |
| mcp-server-ntopng | ntopng Model Context Protocol Server | Databases;Monitoring | 0 | 1 |
| tidymodels-mcp | This MCP server was developed to improve Cline's agentic workflows by being up-to-date with the public repositories and docs under https://github.com/tidymodels | Research & Data | 1 | 1 |
| notion-mcp-server | Notion MCP Server is a Model Context Protocol (MCP) server implementation that enables AI assistants to interact with Notion's API. This production-ready server provides a complete set of tools. | Note Taking;Databases | 87 | 10 |
| youtube-mcp-server | Servidor MCP para interactuar con la API de YouTube desde Claude y otros asistentes de IA | Entertainment & Media | 1 | 1 |
| solana-mcp | A MCP server to interact with the Solana blockchain with your own private key | Finance | 5 | 1 |
| brasil-api-mcp-server | A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources. | Research & Data | 4 | 1 |
| anki-mcp-server | A model context protocol server that connects to Anki through AnkiConnect | Note Taking;Education & Learning Tools | 34 | 3 |
| mcp-tweetbinder | TweetBinder MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your TweetBinder by Audiense account | Social Media;Research & Data | 3 | 1 |
| enterprise-mcp-server | MCP Server for kicking off and getting status of your crew deployments | Monitoring | 28 | 2 |
| datagouv-mcp-server | MCP server for interacting with Data.gouv.fr API | Research & Data | 5 | 2 |
| genesis-mcp | MCP Server for Genesis World. | Virtualization;Image & Video Processing | 2 | 1 |
| prometheus-mcp-server | A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces. | Monitoring | 26 | 4 |
| substack-mcp | An MCP (Model Context Protocol) server for Substack API integration with Claude and other AI assistants | Communication | 0 | 1 |
| mcp-shodan | The Shodan MCP Server by ADEO Cybersecurity Services provides cybersecurity professionals with streamlined access to Shodan's powerful reconnaissance capabilities through an intuitive Model Context Protocol interface. It enables efficient asset discovery vulnerability assessment and security monitoring through 11 consolidated analysis prompts. | Security | 4 | 6 |
| mcp-webdav-server | Model Context Protocol (MCP) server that enables CRUD operations on a WebDAV endpoint with basic authentication. | File Systems | 1 | 2 |
| telegram-mcp-server | MCP server implementation for Telegram | Communication | 11 | 5 |
| tinypng-mcp-server | 🧙🏻 Integrated TinyPNG MCP server quickly use TinyPNG through LLMs. | Image & Video Processing | 2 | 3 |
| mindmap-mcp-server | mindmap mcp server artifact | File Systems;Knowledge & Memory | 51 | 5 |
| Filesys | This is a Filesystem MCP server that could allow an LLM to read and list files from a specified directory on your local machine. | File Systems | 1 | 2 |
| flow-mcp-server | Model Context Protocol (MCP) server for Flow blockchain with direct RPC communication | Finance | 0 | 1 |
| mcp-github | This is a GitHub MCP server designed to enable MCP-compatible LLMs such as Claude to communicate with my MCP server and interact with the GitHub API. | Version Control | 0 | 1 |
| mcp-harbor | A mcp server for harbor | Cloud Platforms;Virtualization | 1 | 1 |
| mcp-notion | Global Notion workspace-accessible MCP server for all Notion pages within the workspace | Note Taking | 6 | 1 |
| aws-mcp-server | A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude Cursor and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management. | Cloud Platforms | 57 | 5 |
| token-minter-mcp | An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. | Finance | 9 | 2 |
| mcp-server-code-runner | Code Runner MCP Server | OS Automation | 103 | 13 |
| UnityMCPIntegration | Enable AI Agents to Control Unity | File Systems | 34 | 7 |
| md-pdf-mcp | Markdown To PDF Conversion MCP | File Systems;Note Taking | 6 | 2 |
| 1panel-mcp | A MCP server for automated website deployment to 1Panel (Experimental) | Cloud Platforms | 3 | 1 |
| google-calendar-mcp | Google Calendar MCP server for Claude Desktop integration | Calendar Management | 10 | 1 |
| homebrew-age-mcp-server | Apache AGE MCP Server | Databases | 1 | 1 |
| plausible-mcp-server | A MCP Server for the Plausible API | Monitoring | 0 | 1 |
| code2flow-mcp-server | Code2Flow MCP服务器，用于生成代码调用图并通过MCP协议提供服务 | Version Control | 0 | 1 |
| uniswap-poolspy-mcp | An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks. | Monitoring;Finance | 1 | 1 |
| cloudzero-mcp | Talk to your cloud data using CloudZero API and Model Context Protocol (MCP) server for LLM tool calling | Finance | 1 | 1 |
| mcp-secops-v3 | This is an MCP (Model Context Protocol) server for interacting with Google's Chronicle Security Operations API. | Security;Monitoring | 4 | 2 |
| dbx-mcp-server | working Dropbox MCP server for cursor .47 using simple variable and a simple wrapper | Cloud Storage;File Systems | 0 | 1 |
| mcp-rquest | A MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures. It also supports converting PDF and HTML documents to Markdown for easier processing by LLMs. | Browser Automation | 13 | 1 |
| hass-mcp | Home Assistant MCP Server | Home Automation & IoT | 38 | 4 |
| fused-mcp | Fused MCP Agents: Setting up MCP Servers for Data Scientists | OS Automation | 23 | 7 |
| mcp-jena | mcp server for Apache Jena | Knowledge & Memory | 0 | 1 |
| mcp-server-azure-ai-agents | Model Context Protocol Servers for Azure AI Search | Cloud Platforms | 33 | 3 |
| BSC_MCP_SERVICES | First Mcp Services On BSC | Finance | 0 | 1 |
| MCP-Unreal-Server | A MCP Server implementation for interacting with Unreal Engine instances through remote Python execution. | OS Automation | 3 | 3 |
| mcp-tunnel | MCP server for accessing VM command line with web tunneling | OS Automation;Virtualization | 2 | 1 |
| mcp-server-memos-py | A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching creating retrieving and managing memos. | Note Taking;Knowledge & Memory | 11 | 2 |
| climatiq-mcp-server | A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights. | Monitoring;Research & Data | 1 | 2 |
| mcp-gitlab-server | Enhanced MCP server for GitLab: group projects listing and activity tracking | Version Control | 5 | 3 |
| unsplash-mcp-server | 🔎 A MCP server for Unsplash image search. | Art & Culture;Search | 104 | 11 |
| unity-mcp | A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions. | OS Automation | 1490 | 209 |
| excel-mcp-server | Excel数据处理微服务 | File Systems;Developer Tools | 11 | 3 |
| mcp-mermaid-validator | A Model Context Protocol server that validates and renders Mermaid diagrams. | Image & Video Processing | 9 | 1 |
| mcp-server-rss3 | rss3 + mcp server = 🪄✨ | Social Media | 1 | 1 |
| one-search-mcp | 🚀 OneSearch MCP Server: Web Search & Scraper & Extract Support Firecrawl SearXNG Tavily DuckDuckGo Bing etc. | Browser Automation | 13 | 4 |
| davinci-resolve-mcp | MCP server integration for DaVinci Resolve | Image & Video Processing | 104 | 7 |
| pi-api-mcp-server | MCP (Model Context Protocol) Server for the PI API | Databases;Monitoring | 1 | 2 |
| code-index-mcp | A Model Context Protocol (MCP) server that helps large language models index search and analyze code repositories with minimal setup | Version Control | 4 | 3 |
| mcp-dbs | The MCP Server support your LLMs integrate with SQL Database (SQLite SQL Server Postgres SQL) | Databases | 16 | 1 |
| devhub-cms-mcp | DevHub CMS LLM integration through the Model Context Protocol | File Systems;Location Services | 1 | 2 |
| qgis_mcp | Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop | OS Automation | 424 | 48 |
| crypto-feargreed-mcp | Providing real-time and historical Crypto Fear & Greed Index data | Finance | 12 | 2 |
| pancakeswap-poolspy-mcp | An MCP server that tracks newly created liquidity pools on Pancake Swap | Finance;Monitoring | 1 | 1 |
| lnd-mcp-server | A Model Context Protocol (MCP) for querying Lightning Network node data using natural language. | Finance | 3 | 1 |
| jira-mcp-server | A TypeScript-based MCP server for Jira integration with Cursor | Communication;Developer Tools | 0 | 2 |
| withseismic-mcp | Withseismic MCP Server - Model Control Protocol the ://WITHSEISMIC way | Knowledge & Memory | 9 | 1 |
| mcp-server | MCP server for EventCatalog | Knowledge & Memory | 13 | 1 |
| mcp-codepipeline-server | This is a Model Context Protocol (MCP) server that integrates with AWS CodePipeline allowing you to manage your pipelines through Windsurf and Cascade. The server provides a standardized interface for interacting with AWS CodePipeline services. | Cloud Platforms | 4 | 1 |
| game-asset-mcp | An MCP server for creating 2D/3D game assets from text using Hugging Face AI models. | Image & Video Processing;Games & Gamification | 41 | 6 |
| mcp-browser-use | MCP server for browser-use | Browser Automation | 52 | 7 |
| mcp-azure-devops | A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps services via Python SDK. | Version Control;Developer Tools | 18 | 12 |
| mcp_flutter | MCP server for Dart VM and Flutter | Developer Tools;Browser Automation | 21 | 4 |
| clickhouse-mcp-server | An MCP server implementation that enables Claude AI to interact with Clickhouse databases. | Databases | 0 | 3 |
| mysqldb-mcp-server | An MCP server implementation that enables Claude AI to interact with MySQL databases. | Databases | 2 | 1 |
| dalle-mcp | Uses DALL-E to generate/edit images an MCP (Model Context Protocol) server | Image & Video Processing | 2 | 3 |
| Rootly-MCP-server | Rootly MCP server | Monitoring | 62 | 1 |
| powerplatform-mcp | PowerPlatform Model Context Protocol server | Databases | 8 | 2 |
| imf-data-mcp | This MCP server integrates with the free IMF data API to provide a set of tools and resources for retrieving and processing economic data. It enables users to query datasets fetch time series data and list available indicators and countries making it easier to work with IMF data in a structured and programmatic way. | Finance;Research & Data | 1 | 1 |
| argocd-mcp | An MCP (Model Context Protocol) server that integrates with the ArgoCD API enabling agentic tools to manage ArgoCD through natural language interactions. | Virtualization;Cloud Platforms | 5 | 1 |
| lokka | MCP (Model Context Protocol) for Microsoft 365. Includes support for Microsoft Graph and other services | Communication;Cloud Platforms | 87 | 21 |
| mcp-lambda-layer | An AWS Serverless Application Model that operates as an MCP server via serverless AWS resources | Cloud Platforms | 9 | 2 |
| MCP-Doc | A powerful Word document processing service based on FastMCP enabling AI assistants to create edit and manage docx files with full formatting support. Preserves original styles when editing content. 基于FastMCP的强大Word文档处理服务，使AI助手能够创建、编辑和管理docx文件，支持完整的格式设置功能。在编辑内容时能够保留原始样式和格式，实现精确的文档操作。 | File Systems | 48 | 4 |
| whereami-mcp | A lightweight mcp server that tells you exactly where you are. | Location Services | 1 | 1 |
| whattimeisit-mcp | A lightweight mcp server that tells you exactly what time is it based on your IP. | Location Services | 7 | 1 |
| agent_construct | A multi-tool MCP server implementation for agent tool management. | Knowledge & Memory | 11 | 3 |
| whoami-mcp | A lightweight MCP server that tells you exactly who you are. | Security;OS Automation | 1 | 1 |
| nearby-search-mcp | An MCP server for nearby place searches with IP-based location detection. | Location Services | 5 | 1 |
| mcp-flux-schnell | mcp server for cloudflare flux schnell worker api. | Image & Video Processing;Cloud Platforms | 4 | 1 |
| mysql-mcp-server | A server application designed on top of MCP to interact with Cursor and MySQL. | Databases | 23 | 4 |
| mcp-rss-crawler | RSS Crawler MCP Server | Communication | 4 | 2 |
| openpyxl-mcp-server | A thin wrapper around the OpenPyXl Python library that exposes some of its features as Model Context Protocol (MCP) server. This allows Claude and other MCP clients to fetch data from Excel files. | Databases;File Systems | 8 | 1 |
| replicate-flux-mcp | MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset creation process with AI-powered design generation tailored for developers. | Image & Video Processing | 17 | 3 |
| mcp-gitee | mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools that interact with Gitee's API allowing AI assistants to manage repository issues pull requests etc. | Version Control | 18 | 2 |
| mcp-file-merger | MCP server for merging multiple files into one | File Systems | 5 | 3 |
| minimax-mcp-tools | Model Context Protocol (MCP) server implementation with Minimax API integration | Image & Video Processing;Speech Processing | 39 | 7 |
| superset-mcp | connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk Claude app cursor windsurf | Monitoring | 16 | 6 |
| mcp-k8s-server | This is an MCP kubernetes Server. | Virtualization;Cloud Platforms | 3 | 1 |
| vite-plugin-vue-mcp | Vite plugin that enables a MCP server helping models to understand your Vue app better. | Monitoring | 352 | 18 |
| render-mcp | An unofficial MCP server for Render to help developers ship code faster via Cline Cursor and Windsurf | Cloud Platforms;Virtualization | 3 | 1 |
| mcp-server-ledger | A Model Context Protocol server for interacting with Ledger CLI a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a standardized interface making it easy for AI assistants to help with financial reporting budget analysis and accounting tasks. | Finance | 6 | 1 |
| triliumnext-mcp | MCP server for TriliumNext Notes | Note Taking;Knowledge & Memory | 1 | 2 |
| mcp_server_notify | Send system notification when Agent task is done | OS Automation | 11 | 1 |
| base-mcp | A Model Context Protocol (MCP) server that provides onchain tools for LLMs allowing them to interact with the Base network and Coinbase API. | Finance | 174 | 52 |
| notion-mcp | A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list. | Note Taking | 6 | 1 |
| wordware-mcp | Local MCP server for running Wordware apps | Cloud Platforms | 0 | 1 |
| bing-search-mcp | MCP Server for Bing Search API | Search | 22 | 1 |
| wweb-mcp | WhatsApp Web MCP Server | Browser Automation;Communication | 18 | 3 |
| dune-analytics-mcp | A mcp server that bridges Dune Analytics data to AI agents. | Research & Data;Finance | 14 | 1 |
| excalidraw-mcp | Model Context Protocol (MCP) server for Excalidraw - Work in Progress | Image & Video Processing | 12 | 5 |
| python-mcp-server-client | 支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议） 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai | File Systems | 52 | 10 |
| ida-mcp-server | A Model Context Protocol server for IDA | OS Automation;Databases | 406 | 43 |
| mcp-neo4j-memory-server | MCP Memory Server with Neo4j backend for AI knowledge graph storage | Knowledge & Memory | 2 | 2 |
| mcp-imagegen | MCP Server for Generating images | Image & Video Processing | 3 | 2 |
| algorand-mcp | Algorand Model Context Protocol (Server & Client) | Finance | 25 | 3 |
| scrapling-fetch-mcp | Helps AI assistants access text content from bot-protected websites. MCP server that fetches HTML/markdown from sites with anti-automation measures using Scrapling. | Browser Automation | 11 | 1 |
| sanity-mcp-server | Connect your Sanity content to AI agents. Create update and explore structured content using Claude Cursor and VS Code via the Model Context Protocol. Transform content operations from complex queries to simple conversations—giving your team superpowers without sacrificing structure. | Knowledge & Memory;Databases | 27 | 7 |
| mcp_zoomeye | A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc. | Security | 22 | 3 |
| mcp-server-text-editor | An open source implementation of the Claude built-in text editor tool | File Systems | 11 | 2 |
| mcp-server-ftp | Model Context Protocol server for FTP access | File Systems;Cloud Storage | 3 | 1 |
| cinema4d-mcp | Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling scene creation and manipulation. | Image & Video Processing;Art & Culture | 4 | 2 |
| aws-s3-mcp | MCP server to integrate AWS S3 and LLM | Cloud Storage | 3 | 2 |
| vrchat-mcp | This project is a Model Context Protocol (MCP) server for interacting with the VRChat API. | Games & Gamification;Social Media;Entertainment & Media | 29 | 2 |
| erickwendel-contributions-mcp | A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms | Knowledge & Memory | 73 | 15 |
| terraform-cloud-mcp | A Model Context Protocol (MCP) server that integrates AI assistants with the Terraform Cloud API allowing you to manage your infrastructure through natural conversation | Cloud Platforms | 6 | 1 |
| Wazuh-MCP-Server | An open-source MCP server for integrating Wazuh security data with LLMs (such as the Claude Desktop App). This service authenticates with the Wazuh RESTful API retrieves alerts from Elasticsearch indices transforms events into an MCP-compliant JSON format and exposes an HTTP endpoint for Claude Desktop to fetch real-time security context. | Monitoring;Security | 10 | 3 |
| esxi-mcp-server | A VMware ESXi/vCenter management server based on MCP (Model Control Protocol) providing simple REST API interfaces for virtual machine management. | Virtualization | 9 | 3 |
| file-converter-mcp | A MCP server that provides file conversion tools | File Systems;Image & Video Processing | 3 | 1 |
| swagger-mcp | Swagger to MCP server | OS Automation;Browser Automation | 31 | 3 |
| xiyan_mcp_server | A Model Context Protocol (MCP) server that enables natural language queries to databases | Search;Databases | 55 | 9 |
| zerodha-mcp | Mcp server to connect with zerodha's kite trade apis | Finance | 8 | 1 |
| mcp-histfile | An MCP(Model Context Protocol) Server for retrieving and sharing your bash/zsh history with MCP Client (Cursor Claude etc.) | OS Automation | 1 | 1 |
| astra-db-mcp | An MCP server for Astra DB workloads | Databases | 14 | 9 |
| mcp-agent8 | MCP server for Agent8 | Databases | 0 | 2 |
| whale-tracker-mcp | A mcp server for tracking cryptocurrency whale transactions. | Finance;Monitoring | 9 | 3 |
| tiktok-mcp | Model Context Protocol (MCP) with TikTok integration | Image & Video Processing;Social Media | 23 | 4 |
| mcp-chain-of-draft-server | Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning API design architecture decisions code reviews and implementation planning. | Developer Tools;Knowledge & Memory | 11 | 2 |
| clover-mcp | Enables AI agents to access and interact with Clover merchant data inventory and orders through a secure OAuth-authenticated MCP server. | Security;Finance;E-commerce & Retail | 0 | 1 |
| databricks-mcp-server | A Model Completion Protocol (MCP) server for interacting with Databricks services | Cloud Platforms | 9 | 7 |
| BuildMCPServer | A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity. | Research & Data | 18 | 2 |
| MCP-Github-Mapper | MCP GitHub Mapper is a MCP tool that will map any repository remotely and import the map directly into your code editor. | Version Control | 14 | 4 |
| mcp-unity | MCP Server to integrate Unity Editor game engine with different AI Model clients (e.g. Claude Desktop Windsurf Cursor) | Games & Gamification;Developer Tools | 334 | 38 |
| fledge-mcp | Fledge Model Context Protocol (MCP) Server for Cursor AI integration | Home Automation & IoT | 0 | 1 |
| tmux-mcp | A MCP server for our beloved terminal multiplexer tmux. | OS Automation | 14 | 3 |
| mac_messages_mcp | An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP) allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation attachment processing contact management group chat handling and full support for sending and receiving messages. | OS Automation;Communication | 50 | 3 |
| stock-analysis-mcp | A collection tools to analyze stock tickers for the Model Context Protocol. | Finance;Research & Data | 0 | 1 |
| mcp-find-similar-github-issues | WIP: An MCP server to find related Github Issues | Version Control;Search;Customer Support | 1 | 2 |
| whois-mcp | MCP Server for whois lookups. | Search;Developer Tools | 6 | 5 |
| pushover-mcp | A MCP implementation for sending notifications via Pushover | Communication | 8 | 1 |
| dubco-mcp-server-npm | The (Unofficial) dubco-mcp-server enables AI assistants to manage Dub.co short links via the Model Context Protocol. It provides three MCP tools: create_link for generating new short URLs update_link for modifying existing links and delete_link for removing short links. | Marketing;Browser Automation | 4 | 2 |
| obsidian-mcp | Obsidian MCP (Model Context Protocol) 服务器 | File Systems;Note Taking | 16 | 1 |
| github-pr-mcp | MCP server that fetches GitHub Pull Request comments | Version Control | 3 | 1 |
| mcp-server-auto-commit | An mcp server that auto commits changes and creates commit message in the form of conventional commits (https://www.conventionalcommits.org/en/v1.0.0/) | Developer Tools;Version Control | 13 | 3 |
| perplexity-mcp | A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon | Note Taking | 166 | 12 |
| fastapi_mcp_sse | A working example to create a FastAPI server with SSE-based MCP support | Browser Automation | 27 | 2 |
| google-cloud-mcp | 🤖 A Model Context Protocol (MCP) server for Google Cloud | Cloud Platforms;Monitoring | 15 | 1 |
| MCP-Backup-Server | A Model Context Protocol (MCP) server implementation that provides file backup and restoration capabilities | File Systems | 2 | 1 |
| mcp-explorium | Explorium API MCP Server | Search;Marketing;Customer Data Platforms | 4 | 4 |
| TranscriptionTools-MCP | An MCP server providing intelligent transcript processing capabilities featuring natural formatting contextual repair and smart summarization powered by Deep Thinking LLMs. | Research & Data;Speech Processing;Note Taking | 9 | 3 |
| educhain-ai-agent-kit | This MCP (Model Context Protocol) server is integrated into Claude's MCP and maintained by SailFish | Finance | 3 | 3 |
| nebulagraph-mcp-server | Model Context Protocol Server for NebulaGraph 3.x | Knowledge & Memory | 15 | 2 |
| MCP-Server-for-sensor-device | This project is a Node.js application designed for use with Claude Desktop. It simulates a CO2 sensor device and provides a JSON-RPC server to interact with the device. The application can run in both simulation mode and real mode where it connects to a Raspberry Pi Pico via USB to read CO2 levels. | Monitoring;Home Automation & IoT | 2 | 1 |
| adx-mcp-server | A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces. | Databases;Search;Cloud Platforms | 19 | 6 |
| databutton-mcp | Databutton MCP Server | Developer Tools | 12 | 4 |
| mcp-server-starrocks | StarRocks MCP (Model Context Protocol) Server | Databases | 13 | 7 |
| mcp-server-milvus | Model Context Protocol Servers for Milvus | Databases | 69 | 13 |
| tradovate-mcp-server | Tradovate MCP Server | Finance | 1 | 1 |
| whatsapp-mcp-server | Whatsapp MCP Server implemented in Python | Communication | 5 | 2 |
| mem0-mcp | ✨ mem0 MCP Server: A modern memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server. | Knowledge & Memory | 34 | 3 |
| evm-mcp-server | MCP server that provides LLM with tools for interacting with EVM networks | Finance | 178 | 29 |
| higress-ai-search-mcp-server | An MCP server enhances AI responses with real-time search results via Higress ai-search. | Search;Knowledge & Memory | 5 | 2 |
| google-cloud-healthcare-api-mcp | MCP Server for Google Cloud Healthcare API | Health & Wellness;Cloud Platforms | 2 | 0 |
| playwright-lighthouse-mcp | A MCP server that analyzes web site performance using Playwright and Lighthouse. | Monitoring;Browser Automation | 1 | 1 |
| sensei-mcp | Sensei MCP is a Model Context Protocol (MCP) server that provides expert guidance for Dojo and Cairo development on Starknet. | Developer Tools | 5 | 2 |
| mcp-server | Upstash Model Context Server | Databases | 26 | 4 |
| cve-search_mcp | A Model Context Protocol (MCP) server for querying the CVE-Search API | Research & Data;Security | 6 | 1 |
| logfire-mcp | The Logfire MCP Server is here! :tada: | Monitoring | 44 | 1 |
| barnsworthburning-mcp | A Model Context Protocol (MCP) server for searching barnsworthburning.net. | Search | 0 | 2 |
| glif-mcp-server | Easily run glif.app AI workflows inside your LLM: image generators memes selfies and more. Glif supports all major multimedia AI models inside one app | Developer Tools;Image & Video Processing | 16 | 2 |
| cloudflare-browser-rendering-mcp | This MCP server provides tools for interacting with Cloudflare Browser Rendering allowing you to fetch and process web content for use as context in LLMs directly from Cline or Claude Desktop. | Browser Automation | 5 | 4 |
| fewsats-mcp | Fewsats MCP server | Finance;E-commerce & Retail | 10 | 3 |
| n8n-mcp-server | MCP server that provides tools and resources for interacting with n8n API | OS Automation | 131 | 24 |
| dbhub | Universal database MCP server connecting to MySQL PostgreSQL SQL Server MariaDB SQLite. | Databases | 200 | 24 |
| cloudinary-mcp-server | MCP (Model Context Protocol) server for uploading media to Cloudinary using Claude Desktop | Image & Video Processing;Cloud Storage | 4 | 4 |
| dicom-mcp | Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.) | Research & Data;Health & Wellness | 20 | 5 |
| mcpet | This is a TypeScript-based Model Context Protocol (MCP) server that implements a virtual pet simulation system. It demonstrates core MCP concepts by providing tools for pet care and interaction. | Games & Gamification;Knowledge & Memory | 6 | 1 |
| mcp-omnisearch | 🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily Brave Kagi) AI tools (Perplexity FastGPT) and content processing services (Jina AI Kagi). Combines search AI responses content processing and enhancement features through a single interface. | Search | 20 | 6 |
| hdw-mcp-server | A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API enabling not only data retrieval but also robust management of user accounts. | Social Media | 12 | 3 |
| near-mcp | An MCP server for the NEAR blockchain | Knowledge & Memory;Security;Finance | 11 | 3 |
| autumn-mcp-server | A simple MCP server for https://useautumn.com | Customer Data Platforms;Finance | 5 | 1 |
| protonmail-mcp | This MCP server provides email sending functionality using Protonmail's SMTP service. It allows both Claude Desktop and Cline VSCode extension to send emails on your behalf using your Protonmail credentials. | Communication | 5 | 3 |
| bitrefill-mcp-server | A Model Context Protocol Server connector for Bitrefill public API to enable AI agents to search and shop on Bitrefill. | E-commerce & Retail;Finance | 3 | 1 |
| todo-list-mcp | An MCP server for managing todos within LLMs created for educational purposes | Note Taking;Knowledge & Memory | 7 | 2 |
| agentql-mcp | Model Context Protocol server that integrates AgentQL's data extraction capabilities. | Search;Browser Automation | 42 | 5 |
| mcp-server-python | Inkeep MCP Server | Knowledge & Memory | 5 | 1 |
| MCPControl | MCP server for Windows OS automation | OS Automation | 40 | 7 |
| jvm-mcp-server | This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform enabling AI models to better interact with the Java ecosystem. | Monitoring;OS Automation | 47 | 7 |
| mcp-dingding-bot | MCP Server for send text/markdown message via dingding (aka dingtalk) group custom robot | Communication | 2 | 1 |
| cryptopanic-mcp-server | Provide latest cryptocurrency news to AI agents. | Search;Finance | 18 | 5 |
| omniparser-autogui-mcp | Automatic operation of on-screen GUI. | OS Automation;Browser Automation;Image & Video Processing | 27 | 3 |
| firebase-mcp | 🔥 Model Context Protocol (MCP) server for Firebase. | Cloud Storage;Databases | 69 | 14 |
| mcp-mistral-ocr | Model Context Protocol (MCP) Server for Mistral OCR API | Image & Video Processing | 10 | 3 |
| Windows-Command-Line-MCP-Server | This server creates a secure bridge between Claude and your computer's command-line functionality. | OS Automation;Developer Tools | 3 | 4 |
| Gitingest-MCP | mcp server for gitingest | Version Control | 14 | 3 |
| adspirer-mcp-server | Model context Protocol (MCP) server for Adspirer | E-commerce & Retail;Marketing | 3 | 1 |
| openai-websearch-mcp | openai websearch tool as mcp server | Browser Automation | 32 | 4 |
| greptimedb-mcp-server | A Model Context Protocol (MCP) server implementation for GreptimeDB | Databases | 12 | 3 |
| mac-shell-mcp | An MCP (Model Context Protocol) server for executing macOS terminal commands with ZSH shell. This server provides a secure way to execute shell commands with built-in whitelisting and approval mechanisms. | OS Automation | 2 | 2 |
| mssql-mcp | mssql mcp server | Research & Data | 19 | 5 |
| vectorize-mcp-server | Official Vectorize MCP Server | Search;Research & Data | 38 | 4 |
| nile-mcp-server | MCP server for Nile Database - Manage and query databases tenants users auth using LLMs | Databases | 14 | 4 |
| opik-mcp | Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts projects traces and metrics. | Developer Tools;Knowledge & Memory | 49 | 4 |
| gateway | Universal MCP-Server for your Databases optimized for LLMs and AI-Agents. | Databases | 233 | 16 |
| mcp-dingdingbot-server | 钉钉webhook MCP server | Communication | 17 | 1 |
| mcp-github | Github MCP Server | Version Control | 1 | 0 |
| basic-memory | Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer giving you full control and ownership of your data. Integrates directly with Obsidan.md | File Systems;Note Taking;Knowledge & Memory | 468 | 36 |
| claude-code-mcp | MCP Server connects with claude code local command. | OS Automation | 11 | 0 |
| mcp | Appwrite’s MCP server. Operating your backend has never been easier. | Databases;Cloud Platforms | 35 | 8 |
| image-tools-mcp | A Model Context Protocol (MCP) service for retrieving image dimensions supporting both URL and local file sources. | File Systems;Image & Video Processing | 2 | 1 |
| mcp-zenml | MCP server to connect an MCP client (Cursor Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines | Cloud Platforms | 16 | 4 |
| mcp-timeplus | Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data Kafka topics and Iceberg tables efficiently. Enhance your data workflows with a user-friendly interface and robust backend capabilities. | Monitoring;Databases | 7 | 1 |
| mssql-mcp-server | MCP server for MS SQL Server | Databases | 13 | 5 |
| mcp-server-ragdocs | An MCP server that provides tools for retrieving and processing documentation through vector search both locally or hosted. Enabling AI assistants to augment their responses with relevant documentation context. | Knowledge & Memory;Research & Data | 17 | 2 |
| nuanced-mcp | A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced library | Version Control | 8 | 3 |
| eventbrite-mcp | Model Context Protocol (MCP) server for Eventbrite. | Entertainment & Media;Social Media;Search | 2 | 2 |
| Letta-MCP-server | MCP server to manage letta server and comunicate with agents | Knowledge & Memory | 9 | 2 |
| NASA-MCP-server | A Model Context Protocol (MCP) server for NASA APIs providing a standardized interface for AI models to interact with NASA's vast array of data sources. | Search;Research & Data | 13 | 2 |
| mcp-server | MCP Server for Windsurf | Image & Video Processing;Version Control | 6 | 2 |
| elasticsearch7-mcp-server | elasticsearch7 mcp server | Databases;Search | 1 | 3 |
| mcp-server-ietf | A Model Context Protocol server for fetching IETF documents (RFCs) for Large Language Models. | Research & Data | 0 | 1 |
| mcp-sentry | A Model Context Protocol server for retrieving and analyzing issues from Sentry.io | Monitoring | 12 | 3 |
| sketchfab-mcp-server | This is an MCP (Model Context Protocol) Server for discovering and downloading 3D models | Art & Culture | 23 | 4 |
| server-hyperliquid | MCP Hyperliquid (https://app.hyperliquid.xyz) server | Finance | 10 | 2 |
| iMCP | A macOS app that provides an MCP server to your Messages Contacts and more | Location Services;Calendar Management | 376 | 13 |
| multi-service-mcp-server | an MCP server for the services I like to use with AI agents which you should probably fork and modify for your own use. No PRs accepted this is just for me. Not private because you or a bot might get something out of what you see here. | Version Control;Browser Automation;Knowledge & Memory | 3 | 1 |
| linear-mcp-server | MCP server for Linear integration | Communication | 2 | 1 |
| mcp-ethers-server | A full implementation of Ethers as an AI tool for the model context protocol | Finance;Cloud Platforms;Developer Tools | 4 | 8 |
| dbx-mcp-server | MCP Server for Dropbox | Cloud Storage;File Systems | 3 | 3 |
| perplexity-mcp | A Perplexity MCP server based on https://github.com/jaacob/perplexity-mcp which includes additional tools supporting domain filtering search recency and model routing | Search;Browser Automation | 0 | 1 |
| ragie-mcp-server | Ragie Model Context Protocol Server | Knowledge & Memory;Search | 8 | 5 |
| ticktick-mcp | MCP server that interacts with TickTick via the TickTick Open API | Note Taking;Calendar Management | 18 | 8 |
| connectwise-mcp-server | connectwise-mcp-server to use with Claude Desktop | Customer Support | 1 | 2 |
| Yuque-MCP-Server | Yuque mcp server | Note Taking;Knowledge & Memory | 9 | 4 |
| task-mcp-server | A MCP Task Server | Browser Automation | 1 | 2 |
| mcp-send-email | Send emails directly from Cursor with this email sending MCP server | Communication | 294 | 32 |
| mcp-server | Inkdrop Model Context Protocol Server | Note Taking | 16 | 5 |
| workers-mcp-demo | cloudflare workers MCP server | Cloud Platforms | 27 | 5 |
| MCP-Server-for-MAS-Developments | MCP Server including Clients and Agents | Security;Knowledge & Memory | 4 | 2 |
| bazel-mcp-server | MCP server for Bazel | Version Control;OS Automation | 2 | 1 |
| mcp-server-neon | MCP server for interacting with Neon Management API and databases | Databases | 172 | 28 |
| things-fastmcp | Enhanced FastMCP implementation of the Things MCP server for Claude and Windsurf | Note Taking | 6 | 3 |
| mcp-server-qdrant | An official Qdrant Model Context Protocol (MCP) server implementation | Databases;Search | 424 | 48 |
| openfga-mcp | A Model Context Protocol (MCP) server providing tools to read search and manipulate OpenFGA stores programmatically via Large Language Models (LLMs.) | Security | 7 | 1 |
| mcp-server | An MCP server for interacting with the Financial Datasets stock market API. | Finance | 190 | 28 |
| jira-mcp-server | A model context protocol server for Jira API | Version Control | 2 | 0 |
| mcp-server-semgrep | MCP Server Semgrep is a Model Context Protocol compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis security vulnerability detection and code quality improvements directly through a conversational interface. | Security | 8 | 3 |
| mcp-idb | MCP server for fb-idb bridge. | Developer Tools;Virtualization;OS Automation | 3 | 2 |
| mcp-fathom-analytics | MCP server for Fathom Analytics | Monitoring | 1 | 2 |
| chrome-debug-mcp | An MCP server to allow you to debug webpages using LLMs | Browser Automation | 21 | 4 |
| openai-mcp | OpenAI Code Assistant Model Context Protocol (MCP) Server | Cloud Platforms;Communication | 18 | 5 |
| gitee-mcp-server | Let AI operate Gitee Repositories / Issues / Pull Requests for you through MCP | Version Control | 4 | 2 |
| docker_mcp | MCP Server for docker container creation and code execution | Virtualization | 0 | 1 |
| story-mcp-hub | An MCP server for the Story SDK and Storyscan Block Explorer | Cloud Platforms;Security | 11 | 4 |
| Google-Search-MCP-Server | MCP Server built for use with VS Code / Cline / Anthropic - enable google search and ability to follow links and research websites | Browser Automation;Search | 36 | 16 |
| woocommerce-mcp-server | A WooCommerce (MCP) Model Context Protocol server | E-commerce & Retail | 15 | 10 |
| hana-mcp-server | Model Context Server Protocol for your HANA DB | Cloud Platforms | 0 | 3 |
| mcp-server-gsc | A Model Context Protocol (MCP) server providing access to Google Search Console | Search;Monitoring;Marketing | 17 | 4 |
| terminal_server | MCP server that can execute terminal commands | OS Automation | 7 | 2 |
| DevDocs | Completely free private UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor Windsurf Cline Roo Code Claude Desktop App | Knowledge & Memory | 1037 | 94 |
| coolify-mcp | MCP server for Coolify | Virtualization;Cloud Platforms | 3 | 3 |
| MCP-image-gen | MCP server that connects to Replicate image generation api - example to connect to Windsurfer | File Systems;Image & Video Processing | 0 | 2 |
| browser-use-mcp-server | Browse the web directly from Cursor etc. | Browser Automation | 263 | 30 |
| shadcn-ui-mcp-server | MCP server for shadcn/ui component references | Search | 16 | 3 |
| mcp-lighthouse | An MCP server for chatting with your Lighthouse portfolio | Finance;Knowledge & Memory | 1 | 2 |
| mcp-flutterwave | MCP Server to interact with flutterwave | Finance;E-commerce & Retail | 0 | 1 |
| meme-mcp | A simple Model Context Protocol (MCP) server for generating memes using the ImgFlip API | Image & Video Processing | 20 | 2 |
| memory-bank-mcp | MCP Server para gerenciar o Memory Bank | Knowledge & Memory;Note Taking | 22 | 5 |
| handwriting-ocr-mcp-server | Model Context Protocol (MCP) Server for Handwriting OCR | File Systems;Image & Video Processing | 1 | 1 |
| onesignal-mcp | A Model Context Protocol (MCP) server for interacting with the OneSignal API | Communication | 1 | 1 |
| mcp-ripgrep | An MCP server to wrap ripgrep | File Systems;Search | 7 | 1 |
| garmin_mcp | MCP server to access Garmin data | Health & Wellness | 4 | 2 |
| tfmcp | 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations analyzing plans applying configurations and managing state with Claude Desktop integration. ⚡️ | Cloud Platforms | 209 | 8 |
| mcp-tool-kit | Agentic abstraction layer for building high precision vertical AI agents written in python for Model Context Protocol. | File Systems | 49 | 3 |
| YaraFlux | A yara based MCP Server | Security;File Systems | 9 | 1 |
| mcp-server | MCP server for usegrant | Developer Tools;Security | 0 | 1 |
| mcp-server-tembo | MCP server for Tembo Cloud's platform API | Databases;Cloud Platforms | 8 | 4 |
| consolespy | This tool captures browser console logs and makes them available to Cursor IDE through the Model Context Protocol (MCP). | Browser Automation;Monitoring | 7 | 2 |
| xcodebuild | MCP tool for building Xcode iOS workspace/project and feeding back error to LLMs. | Developer Tools | 41 | 1 |
| mermaid-mcp-server | A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images | Image & Video Processing | 30 | 4 |
| prometheus_mcp_server | A Model Context Protocol (MCP) server enabling LLMs to query analyze and interact with Prometheus databases through predefined routes. | Monitoring;Databases | 24 | 4 |
| Langflow-DOC-QA-SERVER | A Model Context Protocol server for document Q&A powered by Langflow . It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. | Research & Data;Search | 5 | 3 |
| ledger-mcp-server | MCP Server for my ledger | Finance | 3 | 0 |
| mcp-snyk | MCP Server for Snyk Security Scanning | Version Control;Security | 5 | 5 |
| retrieval-augmented-thinking | MCP server for retrieval augmented thinking and problem solving | Research & Data;Knowledge & Memory | 11 | 3 |
| Quickchart-MCP-Server | A Model Context Protocol server for generating charts using QuickChart.io . It allows you to create various types of charts through MCP tools. | Developer Tools | 31 | 4 |
| anki-mcp-server | A Model Context Protocol (MCP) server that enables LLMs to interact with Anki flashcard software through AnkiConnect. | Education & Learning Tools;Knowledge & Memory;Note Taking | 10 | 5 |
| ntropy-mcp | Ntropy MCP server | Finance | 0 | 2 |
| argus | A Model Context Protocol (MCP) server for analyzing GitLab repositories and performing security assessments. | Security;Version Control | 1 | 1 |
| neon-mcp | Lightweight MCP server to give your Cursor Agent access to the Neon API | Cloud Platforms | 6 | 2 |
| mcp-figma | An mcp server that efificiently generates a node tree and related metadata for a figma node. | Developer Tools | 2 | 2 |
| mcp-kibela | MCP server implementation that enables AI assistants to search and reference Kibela content | Note Taking;Knowledge & Memory | 10 | 3 |
| mcp-server-siri-shortcuts | MCP for calling Siri Shorcuts from LLMs | OS Automation | 103 | 7 |
| Jira-Context-MCP | MCP server to provide Jira Tickets information to AI coding agents like Cursor | Monitoring;Customer Support | 12 | 5 |
| coding-standards-mcp | MCP Server for Coding Standards - providing standardized coding guidelines and best practices | Education & Learning Tools;Note Taking | 3 | 0 |
| cloudflare-api-mcp | Lightweight MCP server to give your Cursor Agent access to the Cloudflare API. | Security;Cloud Platforms | 16 | 3 |
| vercel-api-mcp | Lightweight MCP server to give your Cursor Agent access to the Vercel API. | Developer Tools;Cloud Platforms | 6 | 4 |
| zotero-mcp-server | MCP server to expose local zotero repository to MCP clients | Note Taking;Research & Data | 6 | 1 |
| workos-mcp | Lightweight MCP server to give your Cursor Agent access to the WorkOS API. | Cloud Platforms | 3 | 1 |
| stealth-browser-mcp | A MCP Server that provides browser access through playwright with "stealth mode" enabled. | Image & Video Processing;Browser Automation | 9 | 3 |
| mcp-sap-gui | MCP server that allows simple SAP GUI interaction for LLM models using simulated mouse clicks and keyboard input. | OS Automation | 16 | 5 |
| terminal-controller-mcp | A Model Context Protocol (MCP) server that enables secure terminal command execution directory navigation and file system operations through a standardized interface. | OS Automation;File Systems | 20 | 5 |
| lichess-mcp | A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Lichess chess platform through natural language. Play games analyze positions manage your account and participate in tournaments—all by simply talking to Claude. | Games & Gamification | 1 | 2 |
| verodat-mcp-server | Verodat MCP Server Implementation | Databases;Knowledge & Memory | 1 | 1 |
| together-mcp-server | MCP server enabling high-quality image generation via Together AI's Flux.1 Schnell model. | Image & Video Processing | 8 | 2 |
| frontend-review-mcp | MCP server that visually reviews your agent's design edits | Image & Video Processing;Browser Automation | 22 | 6 |
| mcp-3D-printer-server | Connects MCP to major 3D printer APIs (OctoPrint Klipper Duet Repetier Bambu Prusa Creality). Control prints monitor status and perform advanced STL operations like scaling rotation sectional editing and base extension. Includes slicing and visualization. | Virtualization;Developer Tools;OS Automation | 16 | 4 |
| claude-mcp-trello | A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards. | Communication | 3 | 4 |
| matlab-mcp-server | The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations generate MATLAB scripts from natural language descriptions and access MATLAB documentation. | Research & Data;Developer Tools | 16 | 5 |
| package-documentation-mcp | MCP Server to retrieve documentation for a package | Developer Tools;Search | 12 | 2 |
| datagov-mcp-server | An MCP server for accessing data from Data.gov providing tools and resources for interacting with government datasets. | Search;Databases;Research & Data | 5 | 1 |
| verge-news-mcp | MCP server for The Verge news RSS feed | Browser Automation;Entertainment & Media;Search | 1 | 1 |
| memory-bank-mcp | A Model Context Protocol (MCP) server implementation for remote memory bank management inspired by Cline Memory Bank. | File Systems;Knowledge & Memory | 148 | 7 |
| biomart-mcp | A MCP server to interface with Biomart | Databases;Research & Data | 0 | 1 |
| teamretro-mcp-server | Model Context Protocol (MCP) server for TeamRetro integration. | Developer Tools;Communication | 0 | 2 |
| dicom-mcp-server | A server for managing contextual data in DICOM tools supporting medical imaging and machine learning workflows. | Health & Wellness;Communication;Monitoring | 2 | 0 |
| oura-mcp-server | MCP server for Oura API integration | Health & Wellness | 9 | 4 |
| BC-MCP | An attempt at creating a BC MCP server | Version Control | 2 | 0 |
| aws-athena-mcp | MCP server to run AWS Athena queries | Databases;Search;Cloud Platforms | 7 | 5 |
| DeltaTask | A powerful MCP (Model Context Protocol) server for Claude Desktop integrating task management SQLite and Obsidian visualization. | Databases;Note Taking | 4 | 3 |
| mcp-server-box | An MCP server capable of interacting with the Box API | Cloud Storage | 12 | 3 |
| godot-mcp | MCP server for interfacing with Godot game engine. Provides tools for launching the editor running projects and capturing debug output. | OS Automation | 261 | 24 |
| mcp-server-ai-vision | A Model Context Protocol server for AI vision analysis using Gemini Vision API | Image & Video Processing;File Systems | 0 | 1 |
| mcp-server-smtp | A Model Context Protocol server for SMTP email services | Communication | 1 | 6 |
| together-ai-image-server | The server acts as a bridge between MCP-compatible assistants and Together AI's image generation capabilities. | Image & Video Processing | 2 | 3 |
| mcp-summarizer | MCP Server for AI Summarization | Research & Data;Search | 59 | 7 |
| mcp-server-isitdown | An MCP server that checks if a website is currently down by querying the website https://www.isitdownrightnow.com | Browser Automation;Monitoring | 0 | 2 |
| cloudflare-browser-rendering | This project demonstrates how to use Cloudflare Browser Rendering to extract web content for LLM context. It includes experiments with the REST API and Workers Binding API as well as an MCP server implementation that can be used to provide web context to LLMs. | Browser Automation;Search | 3 | 2 |
| whimsical-mcp-server | MCP server for creating whimsical boards from an LLM context | Image & Video Processing | 7 | 2 |
| worldpay-mcp | MCP Server for Worldpay APIs | Finance | 0 | 0 |
| notionMCP | Node based Notion MCP server | Databases;Note Taking;Knowledge & Memory | 8 | 2 |
| mcp_python_toolbox | A Model Context Protocol (MCP) server that provides a comprehensive set of tools for Python development | File Systems | 1 | 1 |
| earthdata-mcp-server | 🌎 ✨ Earthdata MCP Server | Research & Data;Location Services | 8 | 2 |
| hex-mcp | A MCP server to interact with Hex projects | Research & Data | 0 | 2 |
| excel-mcp-server | A Model Context Protocol (MCP) server that reads and writes MS Excel data | File Systems | 74 | 10 |
| filesystem-mcp-server | A Model Context Protocol (MCP) server that provides filesystem operations for Claude AI | File Systems | 1 | 4 |
| mcp-reddit | A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content. | Social Media | 46 | 7 |
| mcp-redmine | A redmine MCP server covering close to 100% of redmines API | Developer Tools;Version Control | 6 | 3 |
| clickup-mcp-server | ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol | Communication;Developer Tools | 0 | 0 |
| mixpanel-mcp | MCP Server for Mixpanel API (talk to your Mixpanel data) | Marketing;Research & Data;Monitoring | 6 | 3 |
| Outlook_Calendar_MCP | A Model Context Protocol (MCP) server that allows Claude to access and manage your local Microsfot Outlook calendar (Windows only). | Calendar Management | 13 | 3 |
| trino_mcp | MCP Server for Trino | Search;Databases;Research & Data | 4 | 2 |
| mysql-mcp-server | mcp server accessing MySQL database | Databases;Virtualization | 5 | 1 |
| gatherings-mcp | This is a TypeScript-based MCP server which wraps around a python script. together it helps track expenses and payments for social events making it easy to calculate reimbursements and settle balances between friends. | Finance | 0 | 1 |
| tfnsw-realtime-alerts-mcp-server | A Model Context Protocol (MCP) server for TfNSW's realtime alerts API | Travel & Transportation | 6 | 1 |
| mcp-google-workspace | MCP Server for Gmail and Calendar | Calendar Management;Communication | 6 | 5 |
| mcp-server-strava | Интеграция Strava API с Model Context Protocol SDK | Health & Wellness | 0 | 1 |
| ntropy-mcp | MCP server for enriching banking data using the Ntropy API | Finance | 2 | 0 |
| dbt-semantic-layer-mcp-server | MCP Server for querying DBT Semantic Layer | Research & Data;Databases | 8 | 1 |
| mcp-memory-custom | simple memory mcp server with custom memory location | Knowledge & Memory | 2 | 3 |
| linear-mcp | Enables AI agents to manage issues projects and teams on the Linear platform programmatically. | Developer Tools;Version Control | 38 | 11 |
| mcp-decent-sampler-drums | A Model Context Protocol server for generating DecentSampler drum kit configurations. | Image & Video Processing | 1 | 2 |
| system_information_mcp | DevEnvInfoServer - Cursor MCP Server for Development Environment Information | Monitoring | 2 | 0 |
| senechal-mcp | Thi sis a companion MCP server for the Senechal project | Research & Data;Health & Wellness | 0 | 1 |
| hn-mcp | Hacker News MCP Server | Browser Automation;Search;Social Media | 4 | 2 |
| Open-Ledger-MCP-Server | A Model Context Protocol (MCP) server implementation for the OpenLedger API. This server provides structured context to AI models according to the MCP specification. | Databases;Finance | 8 | 0 |
| markdownify-mcp-utf8 | MCP Markdownify Server with UTF-8 Support - Enhanced version with better multilingual handling | Developer Tools;File Systems | 6 | 2 |
| gibber-mcp | Tiny MCP server with cryptography tools sufficient to establish end-to-end encryption between LLM agents | Security;Communication | 171 | 18 |
| github-mcp-server | A model context protocol server for GitHub API | Version Control | 1 | 0 |
| servicenow-mcp | MCP Server for ServiceNow | Customer Support | 37 | 25 |
| activitywatch-mcp-server | Model Context Protocol server for ActivityWatch time tracking data | OS Automation;Knowledge & Memory;Monitoring | 5 | 3 |
| mcp-docling | An MCP server to help you "play with your documents" via Docling 🐥 | File Systems;Image & Video Processing | 7 | 2 |
| mcp-apple-notes | MCP server for Apple Notes integration with Cursor IDE | Note Taking | 2 | 1 |
| mcp-server-fs | MCP server providing basic file system operations. Supports navigation reading writing and analyzing files. | File Systems | 3 | 2 |
| mcp-server-triplewhale | Triplewhale MCP Server | Finance;E-commerce & Retail | 0 | 1 |
| mcp-dblp | A Model Context Protocol (MCP) server that provides access to the DBLP computer science bibliography database for Large Language Models. | Search;Research & Data;Databases | 1 | 2 |
| puzzlebox | An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes. | Knowledge & Memory | 9 | 1 |
| chain-of-draft | Chain of Draft (CoD) MCP Server: An MCP server implementation of the Chain of Draft reasoning approach for more efficient LLM reasoning. | Research & Data | 5 | 4 |
| emergency-medicare-planner-mcp-server | emergency-medicare-planner-mcp-server | Search;Location Services;Health & Wellness | 4 | 2 |
| terraform-mcp-server | Terraform Registry MCP Server | Cloud Platforms | 44 | 9 |
| mcp-email-server | IMAP and SMTP via MCP Server | Communication | 20 | 6 |
| fireflies-mcp | An MCP server for fireflies | Communication;Note Taking | 0 | 2 |
| numpy-mcp | A Model Context Protocol (MCP) server for numerical computations with NumPy | Research & Data | 1 | 0 |
| mcp-evm-signer | MCP server for managing EVM keys and deploying smart contracts via Infura | Security;Finance | 0 | 0 |
| code-explainer-mcp | A Cloudflare Worker that serves as an MCP (Model Context Protocol) server for code explanation. It analyzes and explains code with a comprehensive breakdown of structure and functionality. | Cloud Platforms;Version Control | 2 | 1 |
| rember-mcp | A Model Context Protocol (MCP) server for Rember. | Education & Learning Tools;Knowledge & Memory | 25 | 3 |
| mcp-server-notion | A Model Context Protocol server wrapping the official Notion SDK | Knowledge & Memory;Note Taking | 7 | 4 |
| powerpoint | A MCP Server for creating Powerpoint Presentations | File Systems;Image & Video Processing | 73 | 9 |
| mcp-server-opendal | Model Context Protocol Server for Apache OpenDAL™ | Cloud Storage;File Systems | 27 | 3 |
| mongodb-mcp | MongoDB MCP Server | Databases | 3 | 2 |
| nexus-mcp-claude-desktop-server | NEXUS MCP- Simple MCP server for Claude Desktop | File Systems | 6 | 1 |
| wanaku | Wanaku MCP Router | Cloud Platforms | 58 | 16 |
| mcp | The registry mcp server updates your resume while you code | Version Control;Developer Tools | 31 | 5 |
| git-mcp | MCP server for local git repositories | Version Control;File Systems | 0 | 2 |
| mcp-unix-manual | An MCP server that provides Unix command documentation directly within LLMs conversations. | OS Automation | 1 | 2 |
| zoom_transcript_mcp | An MCP server for interacting with Zoom Cloud Recording transcripts | File Systems;Communication;Search | 2 | 3 |
| alpaca-mcp-server | Model Context Protocol (MCP) server for Alpaca trading API | Finance | 7 | 6 |
| emqx-mcp-server | A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction. | Monitoring;Developer Tools;Communication | 11 | 3 |
| graphlit-mcp-server | Model Context Protocol (MCP) Server for Graphlit Platform | Communication;Knowledge & Memory | 184 | 21 |
| gatherings-mcp-python | The Gatherings MCP Server provides an API that allows AI assistants to interact with the Gatherings application through the Machine Conversation Protocol. This enables AI systems to help users manage shared expenses for social events outings or any gathering where costs are split among participants. | Finance | 0 | 1 |
| valyu-mcp-js | Typescript implementation of MCP server for Valyu Network API (https://docs.valyu.network/api-reference) | Knowledge & Memory;Search | 0 | 2 |
| linear-mcp | MCP server for Linear (https://linear.app) forked from ibraheem4/linear-mcp (https://github.com/ibraheem4/linear-mcp) | Version Control | 2 | 2 |
| mcp-atlassian | MCP server for Atlassian (Confluence & Jira) | Customer Support;Version Control | 3 | 3 |
| mcp-sumologic | MCP server for Sumologic | Virtualization;Monitoring | 2 | 1 |
| ClaudeHopper | A macOS menu bar application that helps manage MCP (Model Context Protocol) servers for Claude Desktop. | File Systems | 1 | 1 |
| mcp-server-supos | mcp server sopos open-api | Cloud Platforms;Databases | 7 | 3 |
| mcp-duckdb-memory-server | MCP Memory Server with DuckDB backend | Databases;Knowledge & Memory | 17 | 3 |
| scrapegraph-mcp | ScapeGraph MCP Server | Search;Browser Automation | 19 | 2 |
| fastmcp-todo-server | Simple MCP server to provide my Local Cursor with access to add items to my MongoDB todo list | Communication | 3 | 1 |
| convex-backend | The open-source reactive database for app developers | Databases | 3663 | 174 |
| mcp-server-salesforce | An MCP (Model Context Protocol) server implementation that integrates Claude with Salesforce enabling natural language interactions with your Salesforce data and metadata. This server allows Claude to query modify and manage your Salesforce objects and records using everyday language. | Databases;Customer Data Platforms | 5 | 1 |
| railway-mcp | An unofficial and community-built MCP server for integrating with https://railway.app | Developer Tools;Cloud Platforms;Virtualization | 24 | 5 |
| focus_mcp_data | The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities. | Research & Data | 3 | 0 |
| focus_mcp_sql | A NL2SQL plugin based on FocusSearch keyword parsing offering greater accuracy higher speed and more reliability! | Databases | 10 | 1 |
| BigGo-MCP-Server | BigGo MCP Server utilizes APIs from BigGo a professional price comparison website. | E-commerce & Retail;Search | 7 | 3 |
| MCP-searxng | MCP server for connecting agentic systems to search systems via searXNG | Search | 56 | 9 |
| mcp-simple-timeserver | Simple solution to give Claude ability to check current time via MCP | OS Automation | 9 | 5 |
| mcp-server-multiverse | A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. | Virtualization | 43 | 6 |
| mcp-simple-pubmed | MCP server for searching and querying PubMed medical papers/research database | Research & Data | 61 | 11 |
| xcode-mcp-server | MCP Server implementation for Xcode integration | OS Automation | 149 | 14 |
| mcp-server-commands | Model Context Protocol server to run commands | OS Automation;Developer Tools | 101 | 20 |
| actors-mcp-server | Model Context Protocol (MCP) Server for Apify's Actors | Social Media;E-commerce & Retail;Browser Automation | 147 | 14 |
| mcp-git-ingest | A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files. | Version Control | 130 | 15 |
| mcp-obsidian | A connector for Claude Desktop to read and search an Obsidian vault. | Note Taking | 653 | 42 |
| mcp-twikit | A Model Context Protocol (MCP) server for interacting with Twitter. | Social Media;Communication | 136 | 19 |
| mcp-server-cloudflare | Cloudflare MCP server for IDE ( Cline Windsurf Cursor etc ) | Cloud Platforms | 7 | 2 |
| encoding-devops | MCP Encoding DevOps | Monitoring | 1 | 2 |
| mcp-blockchain-query | 🤖 MCP server for querying BTC data via Blockchain.com APIs | Finance | 0 | 1 |
| mcp-neovim-server | Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library | Developer Tools | 110 | 8 |
| duckduckgo-mcp-server | A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo with additional features for content fetching and parsing. | Browser Automation | 75 | 14 |
| dart-mcp-server | A Model Context Protocol server implementation for Dart task management system | OS Automation;Developer Tools | 3 | 3 |
| mcp-server-taskwarrior | MCP Server for TaskWarrior! | Note Taking;Knowledge & Memory | 6 | 2 |
| create-mcp | CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools. | Cloud Platforms | 30 | 6 |
| harvest-mcp-server | An MCP server for natural language time entry in Harvest | Calendar Management;OS Automation;Developer Tools | 0 | 2 |
| mcp-apple-notes | MCP server for apple notes | Note Taking | 2 | 1 |
| mcp_practice | a mcp server | Note Taking | 0 | 1 |
| mcp-server-monday | MCP Server to interact with Monday.com boards and items | Developer Tools;Communication | 20 | 8 |
| chroma-mcp | A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma | Databases;Knowledge & Memory | 75 | 11 |
| mcp-server-metamcp | MCP Server MetaMCP manages all your other MCPs in one MCP. | Developer Tools | 55 | 10 |
| mcp-security-audit | A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. | Databases;Security;Developer Tools | 24 | 3 |
| dart-mcp-server | Dart AI Model Context Protocol (MCP) server | Note Taking;Knowledge & Memory | 35 | 5 |
| contentful-delivery-mcp | Contentful MCP Server for Delivery API | Note Taking;Search | 3 | 1 |
| mcp-server-serper | Serper MCP Server supporting search and webpage scraping | Browser Automation;Search | 9 | 5 |
| mcp-morpho-server | A morpho server for the model context protocol | Cloud Platforms;Finance | 0 | 4 |
| mcp-rocq | RoCQ (Coq Reasoning Server) | Research & Data | 3 | 1 |
| clever-doc-mcp-server | This MCP demo Server based on FastMCP exposes Clever Cloud's Documentation | Cloud Platforms | 0 | 3 |
| lightning-mcp | Ligthning Network MCP server. | Finance | 3 | 2 |
| markitdown_mcp_server | A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility. | File Systems;Developer Tools | 12 | 2 |
| mcp-ip-geolocator | MCP server providing IP geolocation via IP-API.com. Free no API key required. | Location Services | 0 | 2 |
| ghost-mcp-server | A Model Context Protocol (MCP) server that integrates with the Ghost Admin API. This server enables programmatic access to Ghost CMS features including post management page management member management and more. | Marketing | 2 | 3 |
| Gmail-mcp-server | A model context protocol server for your Gmail | Communication | 9 | 1 |
| youtube-music-mcp-server | This is a MCP (Model Context Protocol) server that you can use with Cline through Visual Studio Code and ask songs to be played using Youtube Music | Browser Automation;Entertainment & Media | 5 | 2 |
| myaiserv | High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack: FastAPI Elasticsearch Redis Prometheus and Grafana. | Monitoring;Cloud Platforms | 9 | 6 |
| mcp-audiense-insights | Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your Audiense Insights account | Customer Data Platforms;Marketing | 7 | 3 |
| logseq-mcp | simple logseq mcp server | Note Taking;Knowledge & Memory | 14 | 2 |
| nps_mcp | Model Context Protocol (MCP) Server for National Park Services data | Research & Data;Travel & Transportation | 1 | 2 |
| aqicn-mcp | An MCP server to get Air Quality Data using AQICN.org | Location Services | 0 | 0 |
| git-forensics-mcp | An MCP server for deep git repository investigation and analysis. Provides detailed insights into repository history branch relationships and development patterns focusing solely on git repository analysis rather than general GitHub or git operation. | Version Control | 1 | 2 |
| MCP-server-Deepseek_R1 | A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3) | Developer Tools | 50 | 8 |
| awesome-cursor-mpc-server | Example of an MCP server with custom tools that can be called directly from cursor | Image & Video Processing | 279 | 82 |
| mcp-wegene-assistant | MCP server to analyze your genetic test results from WeGene | Security;Health & Wellness;Databases | 3 | 2 |
| twitch-mcp-server | A Model Context Protocol (MCP) server that provides tools for interacting with the Twitch API using the Helix API. | Social Media;Entertainment & Media | 1 | 3 |
| drupal-tools-mcp | Model Context Protocol (MCP) servers for Drupal development. Includes tools for querying Drupal.org modules and interacting with Drush commands. Seamlessly integrates with Cline and other MCP-compatible clients to enhance Drupal development workflows. | Note Taking;Developer Tools | 0 | 2 |
| mcp-snapshot-server | A MCP server for Snapshot | Search | 0 | 2 |
| example-mcp-server | A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click create custom commands and enhance your Cursor IDE experience. Perfect for developers who want to add their own tools and commands to Cursor IDE without complex setup. | Browser Automation | 33 | 9 |
| mcp-server-ssh-rails-runner | MCP server that facilitates an SSH connection to a deployed Rails app so you can run Rails REPL commands | OS Automation;Security | 7 | 2 |
| mcp-applemusic | An experimental MCP server for controlling Apple Music. | Entertainment & Media | 28 | 5 |
| swagger-mcp | mcp server which will dynamically define tools based on swagger | Browser Automation | 11 | 4 |
| all-in-one-model-context-protocol | 🚀 All-in-one MCP server with AI search RAG and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows | Version Control;Calendar Management | 57 | 6 |
| advanced-homeassistant-mcp | An advanced MCP server for Home Assistant. 🔋 Batteries included. | Home Automation & IoT | 14 | 5 |
| mcp-server-reddit | A Model Context Protocol (MCP) server that provides tools for fetching Reddit content including frontpage posts subreddit information and hot posts post details and comments. | Social Media;Browser Automation | 27 | 3 |
| mcp-github-server-plus | Model Context Protocol server for GitHub API integration | Version Control;Search | 2 | 5 |
| mcp-live-events | MCP Server for interacting with live music events | Entertainment & Media;Travel & Transportation | 0 | 3 |
| image-gen-server | 一个能与Cursor集成的图片生成mcp server工具，实现调用即梦逆向接口 | Image & Video Processing | 82 | 11 |
| crawl4ai-mcp-server | 用于提供给本地开发者的 LLM的高效互联网搜索&内容获取的MCP Server， 节省你的token | Browser Automation | 64 | 10 |
| mcp-image-placeholder | A lightweight MCP server for generating placeholder images from multiple providers. | Image & Video Processing;Developer Tools | 6 | 2 |
| knowledge-base-mcp-server | This MCP server provides tools for listing and retrieving content from different knowledge bases. | Search;Knowledge & Memory | 10 | 2 |
| mcp-kibela-server | MCP server implementation for Kibela API integration | Note Taking | 1 | 3 |
| mcp_template | A template for building mcp servers in python | Developer Tools | 3 | 3 |
| mcp-ical | A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language. | Calendar Management | 50 | 22 |
| mcp-server-redis | MCP server to interact with Redis Server AWS Memory DB etc for caching or other use-cases where in-memory and key-value based storage is appropriate | Databases | 17 | 1 |
| mcp-sg-lta | MCP server for Singapore's Land Transport Authority (LTA) DataMall API | Travel & Transportation | 0 | 2 |
| headline-vibes | MCP Server - get a heat check headlines | Research & Data | 4 | 5 |
| portkey-admin-mcp-server | A Model Context Protocol (MCP) server implementation for the Portkey AI platform providing a standardized interface for managing AI configurations workspaces and analytics. | Security;Developer Tools;Cloud Platforms | 0 | 2 |
| ollama-mcp | An MCP Server for Ollama | Note Taking;Speech Processing | 36 | 5 |
| mcp-qdrant-memory | MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database | Knowledge & Memory | 8 | 6 |
| memories-with-lessons-mcp-server | I enhance the existing memory mcp server from the official mcp github so big thanks and credits for creating this | Knowledge & Memory | 38 | 9 |
| pulsemcp-server | An MCP server that helps you find MCP servers that are listed on PulseMCP.com | Note Taking;Developer Tools | 13 | 4 |
| mcp-server-any-openapi | A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation with built-in request execution capabilities. Perfect for integrating private APIs with Claude Desktop. | Cloud Platforms | 22 | 5 |
| coin_daemon_mcp | MCP server for interacting with cryptocurrency daemon RPC interfaces (BETA) | Finance;Security | 1 | 1 |
| todoist-mcp-server-extended | Todoist MCP Server Extended - Enabling natural language management of todoist via Claude MCP and todoist REST APIv2. Featuring LLM optimized Tools including batch operations and robust error handling. | Note Taking | 14 | 3 |
| drupal-modules-mcp | Model Context Protocol (MCP) servers for Drupal development. Includes tools for querying Drupal.org module. Seamlessly integrates with Cline and other MCP-compatible clients to enhance Drupal development workflows. | Note Taking | 0 | 2 |
| Zonos-TTS-MCP | MCP server that allows Claude to have a voice. | Speech Processing | 8 | 4 |
| kospi-kosdaq-stock-server | An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP | Finance | 22 | 3 |
| airflow-mcp-server | MCP Server for Apache Airflow | Virtualization;OS Automation | 8 | 3 |
| mcp-wasm | A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment. | File Systems | 15 | 5 |
| nostr-mcp | A Nostr MCP server that allows to interact with Nostr enabling posting notes and more. | Social Media;Communication | 25 | 4 |
| mcp-server-ipinfo | IP Geolocation Server for MCP | Security;Location Services | 14 | 4 |
| bitcoin-mcp | Bitcoin & Lightning Network MCP Server. | Finance | 28 | 5 |
| mcp-youtube-transcript | MCP server retrieving transcripts of YouTube videos | Entertainment & Media;Browser Automation | 11 | 6 |
| agentcare-mcp | MCP Server for EMRs with FHIR | Health & Wellness | 29 | 13 |
| mcp-weather | mcp demo for https://modelcontextprotocol.io/quickstart/server | Developer Tools | 2 | 1 |
| chatgpt-mcp-server | A Model Context Protocol server for Docker management through ChatGPT | Virtualization | 6 | 2 |
| buienradar-mcp-server | MCP server for Buienradar's precipitation endpoint | Location Services;Research & Data | 0 | 2 |
| puppeteer-mcp-server | This MCP server provides browser automation capabilities through Puppeteer allowing interaction with both new browser instances and existing Chrome windows. | Browser Automation | 15 | 5 |
| okta-mcp-server | Okta MCP Server | Security | 8 | 3 |
| adamik-mcp-server | Adamik MCP | Finance | 0 | 2 |
| cursor-mcp-trivy | A Model Context Protocol (MCP) server that provides Trivy security scanning capabilities through a standardized interface. | Security | 5 | 1 |
| mcp-server-searxng | An MCP server implementation that integrates with SearXNG providing privacy-focused meta search capabilities. | Search | 13 | 4 |
| excel-mcp-server | A Model Context Protocol server for Excel file manipulation | Databases | 229 | 23 |
| mcp-bear | A MCP server for interacting with Bear note-taking software. | Note Taking | 8 | 1 |
| mcp-server-steam | MCP Server for interacting with Steam | Games & Gamification | 0 | 2 |
| comfy-mcp-server | A server using FastMCP framework to generate images based on prompts via a remote Comfy server. | Image & Video Processing | 18 | 3 |
| webflow-mcp-server | Webflow MCP server | E-commerce & Retail | 10 | 7 |
| clickup-mcp-server | A Model Context Protocol server implementation for ClickUp integration enabling AI assistants to interact with ClickUp workspaces. | Developer Tools;Communication | 5 | 4 |
| mcp-vertexai-search | A MCP server for Vertex AI Search | Cloud Platforms | 9 | 4 |
| n8n-mcp-server | MCP server implementation for n8n workflow automation | Developer Tools;OS Automation | 71 | 14 |
| systemprompt-mcp-interview | A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios | Speech Processing;Education & Learning Tools;Communication | 3 | 2 |
| mcp-florence2 | An MCP server for processing images using Florence-2 | Image & Video Processing | 1 | 1 |
| excel-reader-mcp | A Model Context Protocol (MCP) server for reading Excel files with automatic chunking and pagination support. Built with SheetJS and TypeScript. | File Systems | 15 | 3 |
| mcp-excel-reader-server | A MS excel server based on modelcontextprotocol | Research & Data;File Systems | 2 | 2 |
| mcp-image-recognition | An MCP server that provides image recognition 👀 capabilities using Anthropic and OpenAI vision APIs | Image & Video Processing | 9 | 3 |
| ghost-mcp | A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc. | Security | 35 | 12 |
| kubernetes-mcp-server | Model Context Protocol (MCP) server for Kubernetes and OpenShift | Virtualization;Cloud Platforms | 82 | 22 |
| magic-mcp | It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic | Image & Video Processing | 1148 | 80 |
| mcp-editor | Port of Anthropic's file editing tools to an MCP server | Developer Tools;File Systems | 6 | 3 |
| mcp-openfec | A Model Context Protocol (MCP) server that provides access to Federal Election Commission (FEC) campaign finance data through the OpenFEC API. | Legal & Compliance;Research & Data | 1 | 3 |
| wolframalpha-llm-mcp | An MCP Server for WolframAlpha's LLM API able to return structured knowledge & solve math | Search;Research & Data | 27 | 8 |
| deepseek-MCP-server | MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine | Knowledge & Memory;Developer Tools | 0 | 2 |
| mcp-media-processor | A Node.js server implementing Model Context Protocol (MCP) for media processing operations providing powerful video and image manipulation capabilities. | Image & Video Processing | 15 | 2 |
| yt-dlp-mcp | A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Language Models using yt-dlp. | Entertainment & Media;Browser Automation | 21 | 11 |
| mcp-coingecko-server | An Anthropic MCP server (with OpenAI Function calling compatibility) for the Coingecko Pro API | Finance | 5 | 4 |
| Remote-MCP | A type-safe solution to remote MCP communication enabling effortless integration for centralized management of Model Context. | Cloud Platforms;Communication | 123 | 22 |
| chroma | MCP server for Chroma | Databases;Knowledge & Memory | 25 | 7 |
| slowtime-mcp-server | A Model Context Protocol server for secure time-based operations with timing attack protection and timelock encryption | Security | 2 | 4 |
| mcp-linear | An MCP Server for Linear | Note Taking | 0 | 1 |
| veri5ight | MCP Server for Ethereum Node | Finance;Developer Tools | 1 | 3 |
| mcp-file-operations-server | A Model Context Protocol (MCP) server that provides enhanced file operation capabilities with streaming patching and change tracking support. | File Systems | 8 | 2 |
| mcp-crypto-price | A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap's API. Enables Claude and other MCP clients to fetch crypto prices analyze market trends and track historical data. | Research & Data;Finance | 20 | 4 |
| Memgpt-MCP-Server | A Model Context Protocol (MCP) server that provides persistent memory and multi-model LLM support. | Knowledge & Memory | 21 | 4 |
| mcp-server-trello | A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards. | Communication | 21 | 14 |
| google-workspace-mcp | A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs offering integrated Authentication Gmail Calendar and Drive functionality | Communication;Calendar Management | 27 | 6 |
| babashka-mcp-server | A Model Context Protocol server for interacting with Babashka a native Clojure interpreter for scripting | OS Automation | 13 | 2 |
| optimized-memory-mcp-serverv2 | This is a personal project to test Claude AI's ability to self-write an MCP Server code for its own use. | Knowledge & Memory | 1 | 2 |
| dataset-viewer | MCP server for Hugging Face dataset viewer | Search;Research & Data | 11 | 7 |
| marginalia-mcp-server | An MCP server implementation for managing marginalia and annotations | Search | 1 | 4 |
| mcp2tavily | 一个MCP服务器，让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that allows your Claude Cline and Langchain to implement network search functions. | Search | 2 | 3 |
| say-mcp-server | MCP server for macOS text-to-speech functionality | Speech Processing | 12 | 4 |
| mcp-expert-server | A MCP server that can create queries and fetch information from APi documentation. | Knowledge & Memory;Cloud Platforms | 3 | 3 |
| unreal-analyzer-mcp | MCP server for Unreal Engine 5 | Version Control | 68 | 11 |
| mcp-discord-raw | MCP server for discord bot - adds one tool with raw API access | Social Media;Communication | 7 | 4 |
| mcp-cline-personas | An MCP server for managing .clinerules files using shared components and persona templates. | Version Control;File Systems | 21 | 3 |
| dynamodb-mcp-server | Model Context Protocol server for managing Amazon DynamoDB resources | Databases | 6 | 3 |
| neodb-mcp | A Message Control Protocol (MCP) server implementation for interacting with NeoDB | Social Media | 2 | 3 |
| mcp-neo4j-server | mcp-neo4j-server | Developer Tools;Databases | 31 | 5 |
| mcp-server-webscan | A Model Context Protocol (MCP) server for web content scanning and analysis. This server provides tools for fetching analyzing and extracting information from web pages. | Browser Automation;Search | 4 | 2 |
| mcp-server-motherduck | MCP server for MotherDuck and local DuckDB | Databases | 76 | 9 |
| wecom-bot-mcp-server | A Python server implementation for WeCom (WeChat Work) bot that follows the Model Context Protocol (MCP). This server provides a standardized interface for handling automated messaging and context-aware interactions within enterprise WeChat environments. | Communication | 23 | 5 |
| mcp-server-redmine | MCP server for Redmine | Developer Tools;Customer Support;Version Control | 14 | 7 |
| github-meta-mcp-server | An MCP server that enables natural language commands for managing GitHub repositories | Version Control | 0 | 2 |
| mcp-finnhub | An MCP server to interface with Finnhub API. | Finance | 0 | 2 |
| raindrop-io-mcp-server | An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). | Knowledge & Memory;Search;Note Taking | 20 | 3 |
| mcp-server-rabbitmq | MCP server for interacting with RabbitMQ | Communication;Cloud Platforms | 13 | 2 |
| mcp2brave | 一个MCP服务器，基于Brave API让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that use Brave API allows your Claude Cline and Langchain to implement network search functions. | Browser Automation | 1 | 3 |
| manifold-mcp-server | MCP server for interacting with Manifold Markets prediction markets | Social Media;Finance | 3 | 4 |
| kagimcp | A Model Context Protocol (MCP) server for Kagi search & other tools. | Search | 57 | 11 |
| npm-search-mcp-server | MCP server for searching npm packages | Search | 9 | 2 |
| usescraper-mcp-server | MCP server for the useScraper API. This is a server that scrapes a URL to text or markdown | Browser Automation | 1 | 2 |
| gdrive-mcp-server | Efficient implementation of the Google Drive MCP server | Cloud Storage;File Systems | 16 | 6 |
| mcp-web-browser | An advanced web browsing server for the Model Context Protocol (MCP) powered by Playwright enabling headless browser interactions through a flexible secure API. | Browser Automation | 14 | 2 |
| mcp-optionsflow | An MCP server providing advanced options analysis through Yahoo Finance supporting Greeks calculations strategy evaluation (CCS/PCS/CSP/CC) and risk metrics. Built for MCP with Claude.ai. | Finance | 7 | 3 |
| lightdash-mcp-server | A MCP(Model Context Protocol) server that accesses to Lightdash | Monitoring;Research & Data;Search | 13 | 3 |
| mcp-server-JIRA | Mcp server in typescript to connect with Jira Analyze the issues | Communication;Monitoring | 2 | 2 |
| mcp-trader | A Model Context Protocol (MCP) server for stock traders | Research & Data;Finance | 71 | 17 |
| holaspirit-mcp-server | A MCP server that accesses to Holaspirit | Communication | 1 | 3 |
| ai-agents-mcp-pg | This repo is an extension of PostgreSQL MCP Server providing functionalities to create tables insert entries update entries delete entries and drop tables. | Databases | 13 | 3 |
| mcp-supabase | Connect Supabase to your AI assistants | Databases | 1101 | 61 |
| surf-mcp | An MCP server for people who surf waves and the web. | Travel & Transportation;Location Services | 12 | 3 |
| nmap-mcp-server | A Model Context Protocol (MCP) server that enables AI assistants to perform network scanning operations using NMAP | Security | 8 | 3 |
| server-google-jobs | 【Every star you give feeds a hungry developer's motivation!⭐️】A Model Context Protocol (MCP) server implementation that provides Google Jobs search capabilities via SerpAPI integration. Features multi-language support comprehensive search parameters and smart error handling. | Search;E-commerce & Retail | 6 | 3 |
| anti-bullshit-mcp-server | MCP server for analyzing claims validating sources and detecting manipulation using multiple epistemological frameworks | Research & Data;Security | 16 | 4 |
| shannon-thinking | MCP server for applying a Claude Shannon-inspired problem-solving pattern | Research & Data;Note Taking | 10 | 2 |
| youtube-mcp-server | MCP Server for YouTube API enabling video management Shorts creation and advanced analytics | Entertainment & Media | 96 | 14 |
| mcp-server-salesforce | Salesforce MCP Server | Databases;Customer Data Platforms | 15 | 6 |
| mcp-DEEPwebresearch | Enhanced MCP server for deep web research | Browser Automation;Search | 50 | 14 |
| n8n-workflow-builder | MCP server for programmatically creating and managing n8n workflows | Developer Tools | 155 | 41 |
| mcp-twitter-server | Model Context Protocol Server for Accessing twitter | Social Media | 11 | 6 |
| mcp-server-ticketmaster | A Ticketmaster MCP server that provides query capabilites from the Discovery API | E-commerce & Retail;Entertainment & Media | 10 | 4 |
| systemprompt-mcp-notion | This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP allowing AI agents to interact with pages databases and comments. | Note Taking | 16 | 5 |
| mcp-mma-docs | MCP server for checking Mathematica documentation via local MMA installation | Education & Learning Tools;Research & Data | 4 | 1 |
| mcp-logic | Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows Claude App etc | Research & Data | 19 | 4 |
| Claude_Desktop_API_USE_VIA_MCP | MCP server implementation for using Claude API with Claude Desktop providing advanced API integration and conversation management. | Communication | 6 | 3 |
| ProtoLink | Simplifying MCP server interactions for seamless AI integration. | Communication;Finance | 2 | 3 |
| mcp-starter-template | An opinionated starter template for making Model Context Protocol (MCP) servers | Virtualization;Developer Tools | 17 | 8 |
| devdocs-mcp | An MCP server inspired by devocs.io | Knowledge & Memory | 7 | 1 |
| super-win-cli-mcp-server | Enhanced MCP server with unrestricted system access capabilities | Developer Tools;OS Automation;Virtualization | 4 | 2 |
| mcp-terminal | An MCP server that provides secure terminal access for Claude and other LLMs | Security;Developer Tools;OS Automation | 2 | 3 |
| mcp-server-iaptic | Model Context Protocol server for interacting with iaptic | Customer Data Platforms;Finance | 2 | 3 |
| mcp-starter | A start template for a typescript mcp server | Developer Tools | 8 | 4 |
| polymarket-mcp | MCP Server for PolyMarket API | Finance | 13 | 5 |
| discordmcp | Discord MCP Server for Claude Integration | Communication | 55 | 19 |
| mcp-jira-python | JIRA MCP Server Implementation in Python | Version Control;Communication | 2 | 6 |
| mcp-server-aws-resources-python | A Python-based MCP server that lets Claude run boto3 code to query and manage AWS resources. Execute powerful AWS operations directly through Claude with proper sandboxing and containerization. No need for complex setups - just pass your AWS credentials and start interacting with all AWS services. | Cloud Platforms | 6 | 5 |
| mcp-server-stability-ai | MCP Server integrating MCP Clients with Stability AI-powered image manipulation functionalities: generate edit upscale and more. | Image & Video Processing | 48 | 16 |
| journaling_mcp | MCP Server for journaling | Note Taking;Knowledge & Memory | 4 | 3 |
| mcp-file-context-server | A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read search and analyze code files with advanced caching and real-time file watching capabilities. | File Systems | 7 | 2 |
| safe-mcp-server | An MCP server implementation for interacting with Safe (Gnosis Safe) smart contract wallets | Finance | 0 | 3 |
| flights-mcp | An MCP server to search for flights. | Travel & Transportation | 55 | 8 |
| mcp-server-endoflife | A Model Context Protocol (MCP) server that enables AI assistants like Claude to check software end-of-life (EOL) | Monitoring | 1 | 2 |
| mpc-tally-api-server | A Model Context Protocol (MCP) server that enables AI agents to interact with the Tally API providing access to DAO governance data proposals and metadata. Built with TypeScript and GraphQL it offers a secure and efficient way to fetch and sort DAO information through standardized MCP functions. | Databases | 4 | 5 |
| mcp-perplexity-search | 🔎 A Model Context Protocol (MCP) server for integrating Perplexity's AI API with LLMs. | Developer Tools;Search | 8 | 3 |
| esa-mcp-server | esa の Model Context Protocol サーバー実装 | Search | 18 | 1 |
| modes-mcp-server | MCP server for managing Roo's custom operational modes | OS Automation | 19 | 6 |
| systemprompt-mcp-core | The core MCP extension for Systemprompt MCP multimodal client | Note Taking | 8 | 5 |
| mentor-mcp-server | A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities including code review design critique writing feedback and idea brainstorming through the Deepseek API. | Research & Data;Cloud Platforms | 20 | 9 |
| kintone-mcp-server | MCP server for kintone https://www.r3it.com/blog/kintone-mcp-server-20250115-yamauchi | Knowledge & Memory;Databases | 3 | 5 |
| mcp-server-discord-webhook | Discord Webhook MCP Server | Communication | 0 | 1 |
| linkedin-mcp | A MCP server for LinkedIn to seamlessly apply for jobs🚀 | Social Media | 9 | 2 |
| memory-journal-mcp-server | MCP server designed to help you search and analyze your photo library (iCloud) | Image & Video Processing;Knowledge & Memory;Location Services | 15 | 2 |
| obsidian-mcp-server | Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure token-aware tools for seamless knowledge base management through a standardized interface. | File Systems;Note Taking | 54 | 11 |
| tavily-search-mcp-server | An MCP server implementation that integrates the Tavily Search API providing optimized search capabilities for LLMs. | Search | 0 | 3 |
| mcp-notes | A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK. | Note Taking | 6 | 4 |
| obsidian-mcp-tools | Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client. | File Systems;Note Taking | 88 | 8 |
| code-sandbox-mcp | An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization. | Cloud Platforms;Security;Virtualization | 106 | 15 |
| zotero-mcp | Model Context Protocol (MCP) server for the Zotero API in Python | Search;Note Taking;Research & Data | 37 | 8 |
| deepseek-mcp-server | Model Context Protocol server for DeepSeek's advanced language models | Speech Processing;Language Translation | 191 | 19 |
| mcp-server-ts-trello | TypeScript implementation of a Model Context Protocol (MCP) server for Trello integration | Communication | 0 | 4 |
| mcp-windows-website-downloader | MCP tool for Claude to download entire Windows working website url and assets and save to a library for AI use. | Browser Automation | 3 | 5 |
| iac-memory-mcp-server-project | This is a personal project to determine whether or not Claude 3.5 Sonnet can write moderately complex MCP Server code (Python). | Developer Tools;Knowledge & Memory;Version Control | 5 | 3 |
| iac-memory-mcp-server | This is a personal project to see if Claude 3.5 Sonnet can write a moderately complex MCP Server in Python. | Knowledge & Memory;Cloud Platforms | 1 | 1 |
| markdownify-mcp | A Model Context Protocol server for converting almost anything to Markdown | Browser Automation;File Systems;Developer Tools | 1284 | 101 |
| waldur-mcp-server | Server implementing Model Context Protocol for Waldur | Cloud Platforms | 1 | 2 |
| gtasks-mcp | A Google Tasks Model Context Protocol Server for Claude | OS Automation | 31 | 11 |
| mcp-grafana | MCP server for Grafana | Monitoring | 466 | 33 |
| fetch-mcp | A flexible HTTP fetching Model Context Protocol server. | Browser Automation | 257 | 36 |
| confluence-mcp-server | A test of confluence mcp server | Search;Knowledge & Memory;Communication | 9 | 2 |
| elasticsearch-mcp-server | A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. | Search;Databases | 94 | 16 |
| bear-mcp-server | MCP Server integration for Bear note app | Note Taking | 20 | 1 |
| video-editing-mcp | MCP Interface for Video Jungle | Image & Video Processing | 101 | 14 |
| box-mcp-server | A Box model context protocol server to search read and access files | Cloud Storage;File Systems | 5 | 6 |
| MCP-Server-for-MAS-Developments | MCP Server for Private GPT | Communication;Security | 0 | 2 |
| mcp-browser-use | FastAPI server implementing MCP protocol Browser automation via browser-use library. | Browser Automation | 29 | 8 |
| mcp-abap-abap-adt-api | MCP-Server for SAP ABAP wrapping abap-adt-api | Databases;Version Control | 9 | 4 |
| mcp-scholarly | A MCP server to search for accurate academic articles. | Research & Data;Search | 79 | 9 |
| placid-mcp-server | Generate image and video creatives using Placid.app templates in MCP compatible hosts | Security | 9 | 2 |
| iterm-mcp | A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance | OS Automation | 253 | 14 |
| skrape-mcp | MCP Server for skrape.ai lets you input any URL and it returns clean markdown for the LLM | Browser Automation | 5 | 7 |
| gemini-mcp-server | A Model Context Protocol (MCP) server that integrates with Google's Gemini Pro model can be used in Claude Desktop App. | Developer Tools | 4 | 3 |
| govee_mcp_server | MCP Server to control govee lights | Home Automation & IoT | 3 | 1 |
| mcp-server-deepseek | MCP Server for deepseek integration in Claude desktop | Virtualization | 2 | 0 |
| mcp-svelte-docs | 🔍 MCP server that lets you search and access Svelte documentation with built-in caching | Knowledge & Memory;Developer Tools | 25 | 4 |
| Transistor-MCP | Transistor MCP server implementation for use with your LLM | Entertainment & Media | 1 | 1 |
| release-notes-server | An MCP server for generating release notes from GitHub commits | Version Control | 2 | 3 |
| keycloak-model-context-protocol | MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations. | Security | 17 | 5 |
| mcp-jira | JIRA integration server for Model Context Protocol (MCP) - enables LLMs to interact with JIRA tasks and workflows | Communication | 6 | 2 |
| Jira-MCP-Server | MCP server that allows interaction with Jira using natural language | Communication | 37 | 12 |
| framer-plugin-mcp | A Model Context Protocol (MCP) server for creating and managing Framer plugins with web3 capabilities | Developer Tools | 10 | 2 |
| everything-search-server | MCP server for Everything Search integration | OS Automation;File Systems;Search | 4 | 3 |
| mcp-dnstwist | MCP server for dnstwist a powerful DNS fuzzing tool that helps detect typosquatting phishing and corporate espionage. | Security | 16 | 2 |
| mcp-logseq-server | MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read write and manage your LogSeq graph. | Note Taking | 47 | 7 |
| steel-mcp-server | MCP Server for interacting with a Steel web browser | Browser Automation | 30 | 5 |
| markdown-downloader | A MCP Server that will download any webpage as markdown in an instant. Download docs straight to your IDE for AI context. Powered by Jina.ai | Browser Automation;File Systems | 15 | 6 |
| pocketbase-mcp-server | pocketbase-mcp-server | Databases | 31 | 7 |
| mcp-image-gen | MCP server enabling Image Generation for LLMs built in Python and integrated with Together AI. | Image & Video Processing | 11 | 3 |
| ragdocs | MCP server for RAG-based document search and management | Knowledge & Memory | 5 | 1 |
| mcp-neurolora | An intelligent MCP server that provides tools for collecting and documenting code from directories | Developer Tools | 14 | 4 |
| mcp-codex-keeper | An intelligent MCP server that serves as a guardian of development knowledge providing Cline assistants with curated access to latest documentation and best practices across the software development landscape | Knowledge & Memory | 58 | 19 |
| roam-research-mcp | MCP Server for Roam Research Graph Integration | Note Taking | 32 | 6 |
| mcp-function-app-tester | A MCP Server to test local development of function app apis | Cloud Platforms | 4 | 4 |
| obsidian-mcp | A simple MCP server for Obsidian | Note Taking | 201 | 19 |
| mcp-azure-tablestorage | A MCP Server to query a Azure Table Storage for local development | Cloud Platforms | 4 | 4 |
| mapbox-mcp-server | MCP Server for the Mapbox API. | Location Services | 8 | 6 |
| website-downloader | MCP server to download entire websites | Browser Automation | 73 | 12 |
| JSON-MCP-Server | JSON handling and processing mcp server | Databases;Developer Tools | 29 | 7 |
| MCPNotes | A simple note-taking MCP server for recording and managing notes with AI models. | Note Taking | 21 | 1 |
| mcp-server-ccxt | Cryptocurrency Market Data MCP Server | Finance | 34 | 9 |
| Calendar-Autoauth-MCP-Server | A Model Context Protocol (MCP) server for Google Calendar integration in Cluade Desktop with auto authentication support. This server enables AI assistants to manage Google Calendar events through natural language interactions. | Communication;Calendar Management | 6 | 2 |
| mcp-npx-fetch | A powerful MCP server for fetching and transforming web content into various formats (HTML JSON Markdown Plain Text) with ease. | Browser Automation | 14 | 3 |
| mcp-server-neurolora-p | MCP server for code collection and documentation | File Systems;Developer Tools | 4 | 3 |
| Gmail-MCP-Server | A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions. | Communication | 146 | 37 |
| Pagespeed-MCP-Server | Pull pagespeed data using this MCP server. | Browser Automation | 4 | 2 |
| glide-api-mcp-server | Model Context Protocol (MCP) server for @glideapps API | Databases | 5 | 4 |
| mcp-ortools | Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving | Research & Data | 8 | 1 |
| youtube-watchlater-mcp | MCP server for accessing YouTube Watch Later playlist | Entertainment & Media;Security | 4 | 3 |
| MemoryMesh | A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8 | Knowledge & Memory | 150 | 25 |
| MCP-Geo | Geocoding MCP server with GeoPY! | Location Services | 14 | 2 |
| mcp-tool-builder | MCP server that creates its own tools as needed | Developer Tools | 16 | 6 |
| mcp-file-preview | MCP server for HTML file preview and analysis - Has been weird with OS but good on Cline so WIP | File Systems;Browser Automation | 10 | 4 |
| REDIS-MCP-Server | A Redis MCP server (pushed to https://github.com/modelcontextprotocol/servers/tree/main/src/redis) implementation for interacting with Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools. | Databases | 22 | 3 |
| mcp-compass | MCP Discovery & Recommendation Service - Find the right MCP server for your needs | Search | 58 | 6 |
| mcp-perplexity-server | A Model Context Protocol (MCP) server for intelligent code analysis and debugging using Perplexity AI’s API seamlessly integrated with the Claude desktop client. | Developer Tools | 10 | 3 |
| dify-mcp-server | A Model Context Protocol server for Dify | Image & Video Processing | 31 | 7 |
| hn-server | Hacker news MCP server | Browser Automation | 23 | 3 |
| paperless-mcp | An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents tags correspondents and document types in your Paperless-NGX instance. | Databases | 24 | 6 |
| resource-hub-server | An MCP proxy server to connect to the resource hub | Cloud Platforms | 2 | 1 |
| face-generator | MCP server for generating human face images with various shapes and sizes | Image & Video Processing | 2 | 3 |
| mcp-discord | MCP server for discord bot | Communication | 48 | 15 |
| semantic-scholar-fastmcp-mcp-server | A FastMCP server implementation for the Semantic Scholar API providing comprehensive access to academic paper data author information and citation networks. | Research & Data | 20 | 2 |
| claude-server | Claude Server is an MCP implementation that enhances Claude's capabilities by providing sophisticated context management across sessions enabling persistent knowledge organization through hierarchical project contexts and continuous conversation threads stored in a well-structured ~/.claude directory. | Note Taking;Knowledge & Memory | 5 | 6 |
| mcp-server-arangodb | This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline! | Databases | 14 | 4 |
| mcp-rest-api | A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment. | Developer Tools | 29 | 4 |
| macrostrat-mcp | MCP server for accessing geologic data with the Macrostrat API | Research & Data;Search | 0 | 2 |
| mcp-github-issue | An MCP server that provides LLMs with the ability to use GitHub issues as tasks | Version Control | 9 | 6 |
| mcp-package-docs | An MCP server that provides LLMs with efficient access to package documentation across multiple programming languages | Developer Tools;Version Control | 48 | 10 |
| usgs-quakes-mcp | An MCP server for querying the USGS Earthquake API with natural language | Research & Data | 1 | 1 |
| meilisearch-mcp | A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. | Search | 71 | 7 |
| piapi-mcp-server | A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps. | Entertainment & Media;Image & Video Processing | 36 | 9 |
| mcp-hn | MCP Server for Hackernews | Search | 18 | 5 |
| mcp-zotero | A connector for Claude Desktop to work with collection and sources on your Zotero Cloud. | Note Taking;Research & Data | 72 | 11 |
| mcp-server-amazon-bedrock | Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images | Image & Video Processing;Cloud Platforms | 19 | 9 |
| rijksmuseum-mcp | Rijksmuseum MCP integration for artwork exploration and analysis | Image & Video Processing;Search | 40 | 8 |
| mcp-searxng | MCP Server for SearXNG | Search | 48 | 8 |
| mcp-proxy | Connect to MCP servers that run on SSE transport or expose stdio servers as an SSE server using the MCP Proxy server. | Communication | 421 | 56 |
| mcp-memory-service | MCP server providing semantic memory and persistent storage capabilities for Claude using ChromaDB and sentence transformers. | Databases;Knowledge & Memory | 149 | 24 |
| perplexity-mcp | A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API. | Search | 121 | 12 |
| orchestrator-server | small MCP server for orchestrating tasks across LLM instances | OS Automation | 15 | 3 |
| google-workspace-mcp-server | A Model Context Protocol server for Google Workspace integration (Gmail and Calendar) | Communication;Calendar Management | 17 | 8 |
| mcp-json-db-collection-server | Use Model Context Protocol with multiple Fireproof JSON document databases | Databases;Cloud Storage | 0 | 2 |
| server-google-news | 【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI with automatic news categorization and multi-language support. | Search | 36 | 5 |
| mcp-server-flomo | Write notes to Flomo | Note Taking | 19 | 5 |
| git-mcp-server | A Model Context Protocol (MCP) server to provide git tools for LLM Agents | Version Control | 29 | 7 |
| obsidian-mcp-rest | An MCP server implementation for accessing Obsidian via local REST API | Knowledge & Memory;File Systems;Note Taking | 40 | 8 |
| wcgw | Shell and coding agent on claude desktop app | Version Control;OS Automation | 404 | 40 |
| mcp-intercom | MCP server for Intercom chat integration | Communication;Customer Support | 4 | 3 |
| Homeassistant-server-mcp | A Model Context Protocol (MCP) server for interacting with Home Assistant. This server provides tools to control and monitor your Home Assistant devices through MCP-enabled applications. | Home Automation & IoT | 32 | 3 |
| mcp-communicator-telegram | An MCP server that enables communication with users through Telegram. This server provides a tool to ask questions to users and receive their responses via a Telegram bot. | Communication | 25 | 9 |
| zendesk-mcp-server | A Model Context Protocol server for Zendesk | Customer Support | 5 | 2 |
| home-assistant-mcp | An MCP server for Home Assistant | Home Automation & IoT | 1 | 1 |
| mcp-server-make | MCP Server for GNU Make | Developer Tools;OS Automation | 2 | 2 |
| python-mcp-server | Linkup is a third-party extension that gives Claude access to real-time web search and premium content sources. It seamlessly integrates with Claude Desktop enabling up-to-date information retrieval during conversations through a simple 60-second setup process. | Search;Browser Automation | 15 | 5 |
| maven-mcp-server | An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. | Developer Tools | 5 | 4 |
| mcp-apple-notes | Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol. | Note Taking | 176 | 13 |
| aws-mcp | Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative. | Cloud Platforms;OS Automation | 239 | 26 |
| mcp-server-kintone | MCP server for kintone | Customer Data Platforms | 9 | 1 |
| huntress-mcp-server | MCP server for Huntress API integration | Security | 1 | 2 |
| alpha-vantage-mcp | MCP Server for Alpha Advantage API | Finance | 28 | 14 |
| mcp-database-server | Store and load JSON documents from LLM tool use | Databases | 15 | 4 |
| mcp-ragdocs | An MCP server implementation that provides tools for retrieving and processing documentation through vector search enabling AI assistants to augment their responses with relevant documentation context. | Search;Developer Tools;Knowledge & Memory | 128 | 18 |
| mcp-solver | Model Context Protocol (MCP) server for constraint optimization and solving" | Research & Data | 49 | 4 |
| bybit-mcp | Ollama MCP server for bybit | Search;Finance | 7 | 4 |
| atlas-mcp-server | A Model Context Protocol (MCP) server for ATLAS a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects Tasks Knowledge) to manage complex workflows. Now with Deep Research. | OS Automation | 122 | 22 |
| mcp-canvas-lms | A Model Context Protocol (MCP) server for interacting with the Canvas API. This server allows you to manage courses assignments enrollments and grades within Canvas. | Education & Learning Tools | 7 | 4 |
| mcp-github-project-manager | a mcp server to manage github project's functionality | Version Control | 16 | 7 |
| flightradar24-mcp-server | Model Context Protocol server for Flight Tracking | Travel & Transportation;Location Services | 20 | 4 |
| dependency-mcp | A Model Context Protocol (MCP) server for analyzing code dependencies | Version Control | 7 | 0 |
| mcp-gdrive | Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets | Cloud Storage;File Systems | 68 | 18 |
| mcp-delete | A Model Context Protocol (MCP) server that provides file deletion capabilities for AI assistants. Supports both relative and absolute paths with smart path resolution making it easy for AI assistants to safely delete files when needed. | File Systems | 1 | 3 |
| mcp-maigret | MCP server for maigret a powerful OSINT tool that collects user account information from various public sources. | Social Media;Security | 99 | 9 |
| mcp | A simple implementation of an MCP server for the ScreenshotOne API | Image & Video Processing;Browser Automation | 13 | 3 |
| Clojars-MCP-Server | A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars the Clojure community's artifact repository. | Developer Tools | 4 | 3 |
| mcp-summarization-functions | Provides summarised output from various actions that could otherwise eat up tokens and cause crashes for AI agents | Knowledge & Memory;Research & Data | 26 | 4 |
| notion-mcp | A Model Context Protocol (MCP) server implementation for Notion integration providing a standardized interface for interacting with Notion's API. | Note Taking;Knowledge & Memory;Cloud Storage | 88 | 15 |
| mcp-aoai-web-browsing | A minimal Model Context Protocol 🖥️ server/client🧑💻with Azure OpenAI and 🌐 web browser control via Playwright. | Cloud Platforms | 15 | 3 |
| mcp-pocket | 🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket API and loading them into Claude | Developer Tools;Browser Automation | 7 | 4 |
| mcp-substack | 🤖 MCP Server for Substack integration with Claude AI Desktop. Download and parse Substack posts directly in your Claude conversations. | Browser Automation | 3 | 2 |
| mcp-virustotal | A Model Context Protocol (MCP) server for querying the VirusTotal API. | Security | 32 | 2 |
| contentful-mcp | MCP (Model Context Protocol) server for the Contentful Management API | Cloud Platforms | 23 | 5 |
| web-browser-mcp-server | A Minimum Control Program (MCP) server implementation for web browsing capabilities using BeautifulSoup4 | Browser Automation | 24 | 6 |
| mcp-server-google-analytics | Model Context Protocol server for Google Analytics enabling LLMs to fetch and analyze web analytics data | Customer Data Platforms | 16 | 4 |
| mcp-tavily | An MCP server for Tavily's search API | Browser Automation | 47 | 9 |
| mcp-server-github-repo | MCP server for interacting with a github repo | Version Control;File Systems | 4 | 1 |
| mcp-obsidian-index | MCP server providing sementic search over Obsidian vaults | Note Taking | 5 | 2 |
| comfy-ui-mcp-server | what it says on the tin | Knowledge & Memory;Note Taking | 3 | 2 |
| mcp-server-llmling | MCP (Model context protocol) server with LLMling backend | Knowledge & Memory | 5 | 2 |
| singlestore-mcp-server | SingleStore MCP server implemented in TS | Databases | 3 | 2 |
| mcp-server-emojikey | MCP Server for emojikey.io ... save your unique relationship state and interaction style with your favorite LLM | Knowledge & Memory | 2 | 2 |
| mcp-mysql-server | A Model Context Protocol server for MySQL database operations | Databases | 48 | 12 |
| scaflog-zoho-mcp-server | MCP Server for Scaflog Zoho Creator App | Note Taking;Knowledge & Memory | 1 | 2 |
| notion-mcp-server | MCP server for Notion integration | Note Taking | 18 | 5 |
| uniprot-mcp-server | MCP server for UniProt protein data access | Research & Data | 2 | 2 |
| mcp-openapi-server | MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource | Cloud Platforms | 58 | 15 |
| jira-mcp-server | A test of jira mcp server | Communication | 17 | 3 |
| mcp-server-spinnaker | MCP Server for Spinnaker integrations. | Virtualization;Cloud Platforms | 0 | 1 |
| mcp-server-prometheus | MCP server for interacting with Prometheus | Monitoring | 13 | 4 |
| fiscal-data-mcp | mcp server connected to us treasury data built with mcp-framework | Finance;Research & Data | 6 | 2 |
| anki-mcp-server | An MCP server for Anki | Note Taking;Education & Learning Tools | 75 | 5 |
| pubmed_search | MCP PubMed Search Server | Research & Data | 1 | 3 |
| mcp-nodejs-server | Integration layer between MCP Clients and Gentoro MCP Server implementation | Communication | 4 | 3 |
| mcp-server-tmdb | MCP Server with TMDB | Entertainment & Media | 20 | 3 |
| shell-mcp-server | Secure shell command execution MCP server for Claude AI. Enables controlled shell access within specified directories. | OS Automation | 9 | 1 |
| mcp-knowledge-graph | MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development | Knowledge & Memory | 131 | 29 |
| salesforce-mcp-server | Model Context Protocol server for Salesforce REST API integration | Customer Data Platforms | 20 | 9 |
| mcp-local-server | Local Model Context Protocol Server with BirdNet-Pi integration | Research & Data;File Systems | 3 | 1 |
| supabase-mcp-server | Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions management API support automatic migration versioning access to logs and much more. | Databases | 631 | 73 |
| mcp-edit-file-lines | MCP Server to make line-based edits to a file. | File Systems;Version Control | 19 | 2 |
| mcp-server-obsidian-omnisearch | An MCP server that enables searches within Obsidian vaults using the Omnisearch plugin API. Returns absolute paths to matching notes for seamless integration. 🚀 | Note Taking | 12 | 1 |
| gmail-mcp-server | Model Context Protocol (MCP) server for Gmail | Communication | 26 | 10 |
| homeassistant-mcp | A MCP server for Home Assistant | Home Automation & IoT | 202 | 8 |
| mcp-proxy-server | An MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface | Developer Tools;Cloud Platforms | 64 | 17 |
| mcp-server-rememberizer | An MCP Server to enable global access to Rememberizer | Note Taking;Knowledge & Memory | 19 | 1 |
| inoyu-mcp-unomi-server | An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP | Customer Data Platforms | 4 | 3 |
| mcp-playwright | Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop Cline Cursor IDE and More 🔌 | Browser Automation | 2693 | 203 |
| mcp-server-rag-web-browser | A MCP Server for the RAG Web Browser Actor | Browser Automation | 110 | 10 |
| mcp-snowflake-service | MCP server implementation for Snowflake integration | Databases | 26 | 11 |
| CMD-MCP-Server | MCP server for executing CMD commands. Can be hooked to claude for additional agentics. | OS Automation | 9 | 4 |
| mcp-simple-arxiv | Tool to work with arXiv provide LLM with ability to search and read papers from there | Research & Data | 62 | 8 |
| mcp-mongo-server | A Model Context Protocol Server for MongoDB | Databases | 122 | 15 |
| coincap-mcp | A coincap mcp server to access crypto data from coincap API | Finance | 56 | 12 |
| mcp-neo4j | Model Context Protocol with Neo4j | Knowledge & Memory;Databases | 209 | 51 |
| mcp-atlassian | MCP server that integrates Confluence and Jira | Communication | 856 | 141 |
| apple-notes-mcp | Read your Apple Notes with Claude Model Context Protocol | Note Taking | 78 | 7 |
| mcp-youtube | A Model-Context Protocol Server for YouTube | Browser Automation;Entertainment & Media | 288 | 28 |
| ns-mcp-server | A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API. | Travel & Transportation | 22 | 5 |
| mcp-shodan | MCP server for querying the Shodan API | Security;Databases | 24 | 1 |
| ancestry-mcp | Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files | Research & Data | 20 | 4 |
| notion_mcp | A simple MCP integration that allows Claude to read and manage a personal Notion todo list | Note Taking | 156 | 38 |
| mcp-hfspace | MCP Server to Use HuggingFace spaces easy configuration and Claude Desktop mode. | Speech Processing;Image & Video Processing | 212 | 32 |
| mcp-server-kubernetes | MCP Server for kubernetes management commands | Virtualization | 364 | 46 |
| mcp_code_analyzer | A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions. | Version Control | 31 | 10 |
| mcp-server-docker | MCP server for Docker | Virtualization;OS Automation | 279 | 31 |
| mcp-server-home-assistant | A Model Context Protocol Server for Home Assistant | Home Automation & IoT;Speech Processing | 41 | 3 |
| todoist-mcp-server | MCP server for Todoist integration enabling natural language task management with Claude | Note Taking;Calendar Management | 135 | 23 |
| metoro-mcp-server | Metoro MCP Server | Monitoring;Virtualization | 35 | 7 |
| mcp-filesystem-server | Go server implementing Model Context Protocol (MCP) for filesystem operations. | File Systems | 195 | 27 |
| cli-mcp-server | Command line interface for MCP clients with secure execution and customizable security policies | OS Automation | 62 | 12 |
| arxiv-mcp-server | A Model Context Protocol server for searching and analyzing arXiv papers | Research & Data;Search | 836 | 49 |
| MCP-Server-Playwright | MCP server for browser automation using Playwright | Browser Automation | 138 | 15 |
| mcp-server-aws | A Model Context Protocol server implementation for operations on AWS resources | Cloud Platforms;Cloud Storage;Databases | 97 | 16 |
| mcp-servers-kagi | A Model Context Protocol server implementation for Kagi's API | Search | 28 | 6 |
| mcp-server-youtube-transcript | This is an MCP server that allows you to directly download transcripts of YouTube videos. | Speech Processing;Entertainment & Media | 133 | 19 |
| mcp-k8s-go | MCP server connecting to Kubernetes | Virtualization;Cloud Platforms | 236 | 29 |
| mcp-gsuite | MCP Server to interact with Google Gsuite prodcuts | Calendar Management;Cloud Storage;Communication | 253 | 55 |
| mcp-obsidian | MCP server that interacts with Obsidian via the Obsidian rest API community plugin | Note Taking | 598 | 58 |
| mcp-server-browserbase | Allow LLMs to control a browser with Browserbase and Stagehand | Browser Automation | 781 | 89 |
| win-cli-mcp-server | Model Context Protocol server for secure command-line interactions on Windows systems | OS Automation;Developer Tools;File Systems | 130 | 24 |
| mcp-server-llamacloud | A MCP server connecting to managed indexes on LlamaCloud | Databases;Cloud Platforms | 69 | 11 |
| mysql_mcp_server | A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases | Databases | 295 | 78 |
| mcp-server-openai | mcp-server-openai with o3-mini support | Developer Tools;Search | 1 | 1 |
| mcp-webresearch | MCP web research server (give Claude real-time info from the web) | Browser Automation;Search | 223 | 44 |
| docker-mcp | A docker MCP Server (modelcontextprotocol) | Developer Tools;Virtualization | 216 | 25 |
| exa-mcp-server | Claude can perform Web Search | Exa with MCP (Model Context Protocol) | Search | 521 |
| applescript-mcp | A macOS AppleScript MCP server | OS Automation | 128 | 22 |
| illumio-mcp-server | The first MCP server for cybersecurity | Monitoring;Cloud Platforms;Security | 1 | 3 |
| linear-mcp-server | A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear. | Version Control;Communication | 245 | 45 |
| mcp-server | Giving Claude ability to run code with E2B via MCP (Model Context Protocol) | Developer Tools | 201 | 29 |
| spotify-mcp | MCP to connect Claude with Spotify. | Entertainment & Media | 186 | 33 |
| mcp-installer | An MCP server that installs other MCP servers for you | OS Automation | 938 | 117 |
| cursor-talk-to-figma-mcp | Cursor Talk To Figma MCP | Image & Video Processing;Art & Culture | 3226 | 305 |
| artic-mcp | A Model Context Protocol (MCP) server that provides access to the Art Institute of Chicago Collection through natural language interactions. This server allows AI models to search the Art Institute of Chicago Collection and have art works available as a Resource. | Search;Art & Culture | 0 | 1 |
| mcp-open-library | A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information. | Art & Culture;Search | 2 | 1 |
| sbwsz-mcp | 用于与万智牌中文卡查大学院废墟(sbwsz.com)API交互的MCP服务端 | Art & Culture;Search | 0 | 1 |
| mastergo-magic-mcp | MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models. | Art & Culture;Developer Tools | 51 | 9 |
| cooper-hewitt-mcp | MCP for interacting with the Cooper Hewitt Collection API | Art & Culture | 3 | 1 |
| MCP_thingiverse | MCP for letting Claude search Thingiverse | Art & Culture | 0 | 0 |
| mcp-server-malaysia-prayer-time | A Model Context Protocol (MCP) server for Malaysia Prayer Time data | Art & Culture | 0 | 1 |
| mcp-figma | Figma MCP Server with full API functionality | Art & Culture | 20 | 3 |
| marvel-mcp-azure-functions | MCP server hosted using Azure Functions | Art & Culture;Cloud Platforms | 1 | 0 |
| mcp-bibliotheque_nationale_de_France | Un serveur MCP (Model-Client-Protocol) pour accéder à l'API Gallica de la Bibliothèque nationale de France (BnF) et générer des rapports de recherche séquentiels. | Art & Culture | 3 | 0 |
| brightdata-mcp | A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access. | Browser Automation;Search | 15 | 2 |
| playwright-mcp | Playwright MCP server | Developer Tools;Browser Automation | 8824 | 477 |
| playwright-mcp | Playwright MCP fork that works with Cloudflare Browser Rendering | Browser Automation;Cloud Platforms | 28 | 3 |
| octomind-mcp | An MCP server for octomind tools resources and prompts | Browser Automation;Developer Tools | 12 | 1 |
| website-generator-mcp-server | B12's model context protocol server for generating websites with AI | Browser Automation;Developer Tools | 3 | 1 |
| oxylabs-mcp | Official Oxylabs MCP integration | Browser Automation;Search | 18 | 4 |
| local-api-mcp-typescript | MCP server for using the AdsPower LocalAPI | Browser Automation;OS Automation | 11 | 1 |
| mcp-server | Model Context Protocol (MCP) server for the Webflow Data API. | Browser Automation | 23 | 8 |
| mcp-claude-hackernews | An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP). | Search;Browser Automation | 0 | 1 |
| prysm-mcp-server | 🔍 Prysm MCP Server: Web scraping tools for AI assistants with multiple extraction modes and flexible output formats | Browser Automation | 1 | 1 |
| lighthouse-mcp | Allows AI assistants such as Cursor/Cline/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics! | Browser Automation | 7 | 0 |
| whistle-mcp | A Whistle proxy management tool based on Model Context Protocol that allows AI assistants to directly control local Whistle proxy servers simplifying network debugging API testing and proxy rule configuration through natural language interaction. | Browser Automation | 8 | 0 |
| 302_browser_use_mcp | 302 BrowserUse MCP | Browser Automation | 2 | 4 |
| webscraping-ai-mcp-server | A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities. | Browser Automation | 2 | 2 |
| cleanuri-url-shortener-mcp | This MCP server will return the shortened URL using cleanuri. | Browser Automation;Developer Tools | 1 | 2 |
| mcp-tavily | mcp server of tavily | Browser Automation;Search | 3 | 1 |
| hn-companion-mcp | MCP for Hacker News Companion | Search;Browser Automation | 0 | 1 |
| mcp-browser-automation | Model Context Protocol based AI Agent that runs a browser from Claude desktop | Browser Automation | 6 | 4 |
| mmnt-mcp-server | MCP server for Mamont search engine | Search;Browser Automation | 0 | 0 |
| Fetch-Browser | A powerful headless browser MCP server that enables AI agents to fetch web content and perform Google searches without requiring any API keys. | Browser Automation;Search | 6 | 1 |
| mcp-server-bwt | Model Context Protocol (MCP) server for Bing Webmaster Tools (BWT) allowing Claude.ai and other clients to interact with the BWT API | Browser Automation;Search | 2 | 0 |
| mcp-undetected-chromedriver | undetected-chromedriver server. | Browser Automation | 3 | 1 |
| McpDocServer | 一个基于MCP协议的开发文档服务器，专为各类开发框架文档设计 | Search;Browser Automation | 46 | 6 |
| kagi-search-mcp | MCP server for Kagi Search | Browser Automation;Search | 2 | 1 |
| sitemap-mcp-server | MCP server for fetching parsing and crawling sitemaps of a given website | Browser Automation;Search | 1 | 1 |
| mcp-google-custom-search-server | An mcp server for searching against google custom search api | Browser Automation;Search | 16 | 9 |
| mcp-access | 自分用MCPサーバ | Browser Automation | 0 | 0 |
| searxng-simple-mcp | SearxNG MCP Server provides privacy-focused web search for AI assistants using SearxNG and the Model Context Protocol. | Browser Automation;Search | 1 | 1 |
| scrapeless-mcp-server | Scrapeless Mcp Server | Search;Browser Automation | 9 | 2 |
| fetcher-mcp | MCP server for fetch web page content using Playwright headless browser. | Browser Automation | 2 | 5 |
| wordpress-mcp-server | This is the most comprehensive wordpress mcp server. Includes functionality to perform CRUD operations on Users Blogs Categories and much more. Get specialised stats as well. | Developer Tools;Browser Automation | 19 | 4 |
| web-eval-agent | An MCP server that autonomously evaluates web applications. | Browser Automation | 300 | 9 |
| perplexity-tool | perplexity search tool for Claude MCP | Browser Automation;Search | 2 | 1 |
| mcp-google-cse | A Model Context Protocol server that provides search capabilities using a Google CSE (custom search engine). | Browser Automation;Search | 15 | 1 |
| mcp-jinaai-reader | 🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Reader | Browser Automation;Databases;Search | 25 | 3 |
| MCP-Puppeteer-Linux | Linux version of puppeteer | Browser Automation | 4 | 4 |
| cline-browser-use-mcp | Cline Browser-Use MCP | Browser Automation | 18 | 1 |
| api-to-mcp | Turn any API to MCP tool | Browser Automation | 0 | 3 |
| webSearch-Tools | Web Search tools are a series of tools that allow Claude to acces de internet via MCP Server | Browser Automation;Search | 1 | 3 |
| rest-to-postman | Rest To Postman Collection MCP Server | Browser Automation | 0 | 0 |
| mcp-server-weibo | Model Context Protocol服务器，用于抓取微博用户信息、动态和搜索功能 | Browser Automation;Social Media | 18 | 2 |
| mcp-playwright | Repository contains Playwright Model Context Protocol to automate Browser and APIs | Browser Automation | 1 | 0 |
| WebSearch-MCP | [Self-hosted] A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results. | Browser Automation;Search | 7 | 1 |
| mcp-llms-txt-explorer | MCP to explore websites with llms.txt files | Browser Automation | 33 | 6 |
| cline | Autonomous coding agent right in your IDE capable of creating/editing files executing commands using the browser and more with your permission every step of the way. | Command Line;Browser Automation | 41583 | 4656 |
| app-builder | appbuilder-sdk 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用 | Browser Automation | 521 | 128 |
| playwright-record-mcp | playwright-mcp with video record | Browser Automation | 0 | 0 |
| Swagger-MCP | MCP wrapper for Swagger/OpenAPI definitions | Browser Automation | 11 | 1 |
| mcp-DEEPwebresearch | Enhanced MCP server for deep web research | Browser Automation | 0 | 0 |
| firecrawl-mcp-server | Official Firecrawl MCP Server - Adds powerful web scraping to Cursor Claude and any other LLM clients. | Browser Automation | 0 | 1 |
| browser-control-mcp | An MCP server paired with a browser extension that enables LLM clients to control the user's browser. | Browser Automation | 15 | 3 |
| mcp-server-requests | Web Content Retrieval (full webpage filtered content or Markdown-converted) Custom User-Agent Multi-HTTP Method Support (GET/POST/PUT/DELETE/PATCH) LLM-Controlled Request Headers LLM-Accessible Response Headers and more. | Browser Automation | 2 | 0 |
| mcp-selenium | An MCP implementation for Selenium WebDriver | Browser Automation | 108 | 21 |
| mcp-fetch | MCP Fetch Server Implementation | Browser Automation | 1 | 2 |
| mcp-framework | 一个强大的MCP（Model Context Protocol）开发框架，一个用于SEE（Standard Extension Environment）对接的模块化工具框架。该框架允许开发者轻松创建和扩展自定义工具，并通过MCP协议与模型交互。 | File Systems;Browser Automation | 5 | 0 |
| mcp-server | puppeteer + mcp + steel [WIP] | Browser Automation | 0 | 0 |
| MediaWiki-MCP-adapter | A custom Model Context Protocol adapter for MediaWiki and WikiBase APIs | Browser Automation;Knowledge & Memory | 1 | 0 |
| BurpSuite-MCP-Server | BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementation for BurpSuite providing programmatic access to Burp's core functionalities. | Security;Browser Automation;Monitoring | 22 | 1 |
| mcp_searxng_search | An attempt at an MCP for searxng search specifically for Goose | Browser Automation | 0 | 0 |
| mcp-webresearch | MCP web research server (give Claude real-time info from the web) | Browser Automation | 0 | 0 |
| mcp-xpath | MCP for evaluating xpath | Browser Automation | 0 | 2 |
| MCPDocSearch | This project provides a toolset to crawl websites wikis tool/library documentions and generate Markdown documentation and make that documentation searchable via a Model Context Protocol (MCP) server designed for integration with tools like Cursor. | Browser Automation | 8 | 3 |
| browser-tools-mcp | browser-tools-mcp | Browser Automation | 1 | 0 |
| tavily-server | AI-powered search capabilities for AI assistants using the Tavily API and Model Context Protocol (MCP) | Browser Automation | 6 | 0 |
| mcp-webresearch-stealthified | MCP web research server (give Claude real-time info from the web) | Browser Automation | 1 | 0 |
| searxng-mcp | A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG a privacy-respecting metasearch engine. | Browser Automation | 7 | 1 |
| search-engine-with-rag-and-mcp | MCP Server supported search engine | Browser Automation | 0 | 0 |
| baseline-mcp-server | 特定のWeb APIに関するBaselineの状況を提供するModel Context Protocolサーバー | Browser Automation | 25 | 0 |
| rod-mcp | Model Context Protocol Server of Rod | Browser Automation | 15 | 3 |
| mcp-duckduckgo | A DuckDuckGo search plugin for Model Context Protocol (MCP) compatible with Claude Code. Provides web search functionality with advanced navigation and content exploration features. | Browser Automation | 3 | 3 |
| mcp-webresearch | MCP web research server (give Claude real-time info from the web) | Browser Automation | 11 | 0 |
| query_table | query table from some websites support MCP | Browser Automation;Finance | 14 | 2 |
| google-workspace-mcp-server-no-calendar-deletetion | A Model Context Protocol server for Google Workspace integration (Gmail and Calendar) | Communication;Calendar Management | 0 | 0 |
| mcp-gsuite | MCP Server to interact with Google Gsuite prodcuts | Communication;Calendar Management | 1 | 0 |
| mcp-google-calendar | MCP server that provides doc forge capabilities | Calendar Management | 1 | 2 |
| meeting-mcp | Model Context Protocol server for AI assistants to create meeting bots search transcripts and manage meeting recordings. | Calendar Management;Communication | 10 | 1 |
| py-mcp-gcalendar | py-mcp-gcalendar | Calendar Management | 0 | 0 |
| mcp-pa-ai-agent | A personal assistant AI agent built with the Model Context Protocol (MCP) | Calendar Management;Communication;Home Automation & IoT | 6 | 0 |
| gmail-mcp-server | Gmail Model Context Protocol Server implementation | Cloud Platforms;Calendar Management;Communication | 0 | 1 |
| personal-assistant-mcp | A powerful personal assistant server that integrates with various services including Google Calendar Obsidian Vault Trello and web page parsing capabilities. | Note Taking;Calendar Management | 2 | 0 |
| dida | Manage your projects and tasks in dida365 | Note Taking;Calendar Management | 0 | 0 |
| google-calendar-mcp | The google calendar MCP (Model Context Protocol) for Claude | Calendar Management | 2 | 0 |
| google-calendar-mcp | MCP integration for Google Calendar to manage events. | Calendar Management | 164 | 60 |
| heroku-mcp-server | Heroku Platform MCP Server | Developer Tools;Cloud Platforms | 28 | 7 |
| nacos-mcp-server | Nacos MCP Server | Cloud Platforms;Monitoring | 1 | 0 |
| edgeone-pages-mcp | An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL. | Developer Tools;Cloud Platforms | 54 | 7 |
| mcp-konnect | A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs allowing AI assistants to query and analyze Kong Gateway configurations traffic and analytics. | Cloud Platforms;Monitoring | 23 | 7 |
| apisix-mcp | APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API. | Developer Tools;Cloud Platforms | 17 | 2 |
| alibabacloud-ecs-mcp-server | AlibabaCloud CloudOps MCP Server | Virtualization;Cloud Platforms | 15 | 2 |
| azure-mcp | A Model Context Protocol (MCP) implementation that enables Claude Desktop to interact with Azure services. This integration allows Claude to query and manage Azure resources directly through natural language conversations. | Cloud Platforms;Security | 13 | 5 |
| alibabacloud-dataworks-mcp-server | A Model Context Protocol (MCP) server that provides tools for AI allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly. | Cloud Platforms;Developer Tools | 14 | 1 |
| FastlyMCP | Fastly MCP brings the power of Fastly's API directly to your AI assistants through the Model Context Protocol (MCP). | Cloud Platforms;Monitoring | 3 | 1 |
| mcp-server-azure-devops | An MCP server for Azure DevOps | Cloud Platforms;Version Control | 95 | 23 |
| mantrachain-mcp | mantrachain mcp | Finance;Cloud Platforms | 2 | 0 |
| playfab-mcp-server | MCP Server for PlayFab | Databases;Cloud Platforms | 0 | 0 |
| ccxt-mcp | CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple | Cloud Platforms;Finance | 29 | 8 |
| mcp-gemini-server | This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse. | Cloud Platforms | 11 | 1 |
| consul-mcp-server | A consul MCP Server (modelcontextprotocol) | Monitoring;Cloud Platforms | 6 | 1 |
| gcp-mcp | A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations. | Cloud Platforms;Developer Tools | 53 | 6 |
| mcp-server-terrakube | Model Context Protocol Server for Terrakube | Cloud Platforms | 1 | 1 |
| cos-mcp | 基于 MCP 协议的腾讯云 COS MCP Server，无需编码即可让大模型快速接入腾讯云存储 (COS) 和数据万象 (CI) 能力。 | Cloud Platforms;Cloud Storage | 7 | 3 |
| MCP2Lambda | Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP). | Security;Developer Tools;Cloud Platforms | 95 | 16 |
| MCP-on-AWS-Bedrock | A simple and clear example for implementation and understanding Anthropic MCP (on AWS Bedrock). | Cloud Platforms | 40 | 8 |
| azure-resource-graph-mcp-server | Model Context Protocol (MCP) server that provides access to Azure Resource Graph queries. It allows you to retrieve information about Azure resources across your subscriptions using Resource Graph queries. | Cloud Platforms;Monitoring | 3 | 0 |
| aws-nova-canvas-mcp | MCP server for generating and editing images using AWS Bedrock’s Nova Canvas model | Cloud Platforms;Image & Video Processing | 2 | 2 |
| databutton-app-mcp | Use your Databutton app APIs as tools in other agents with MCP | Cloud Platforms | 1 | 1 |
| remote-mcp-functions-typescript | This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging and azd up to have it in the cloud in a couple minutes. The MCP server is secured by design. | Cloud Platforms | 20 | 7 |
| mcp | AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow | Cloud Platforms;Image & Video Processing | 2418 | 144 |
| just-prompt | just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI Anthropic Google Gemini Groq DeepSeek and Ollama) | Cloud Platforms | 165 | 56 |
| alibabacloud-core-mcp-server | AlibabaCloud CloudOps MCP Server | Cloud Platforms;Virtualization | 15 | 2 |
| firefly-mcp | Firefly MCP | Cloud Platforms | 5 | 2 |
| azure-mcp | This repository is for development of the Azure MCP Server bringing the power of Azure to your agents. | Cloud Platforms;Databases | 341 | 48 |
| workers-mcp | Talk to a Cloudflare Worker from Claude Desktop! | Cloud Platforms | 486 | 44 |
| sns-mcp-server | mcp server for sns | Finance;Cloud Platforms | 5 | 1 |
| alibabacloud-rds-openapi-mcp-server | MCP server for RDS Services via OPENAPI. | Cloud Platforms;Databases | 13 | 2 |
| fonoster | 🚀 The open-source alternative to Twilio. | Communication;Cloud Platforms | 6590 | 390 |
| coolify-mcp-server | Interact with your coolify server from claude desktop | Virtualization;Cloud Platforms | 6 | 7 |
| mcp-server | Rad Security MCP Server | Monitoring;Security;Cloud Platforms | 1 | 0 |
| mcp-sse-authenticated-cloud-run | Host an Model Context Protocol SSE deployment on Cloud Run Authenticating with IAM. | Cloud Platforms;Security | 18 | 1 |
| hostbridge-mcp | MCP server for simplified framework deployments on shared hosting environments | Cloud Platforms | 1 | 1 |
| mcp-server-aistor | Official MCP Server for AIStor | Cloud Platforms;Cloud Storage | 23 | 1 |
| qlik-mcp | An MCP server to run qlik | Cloud Platforms | 1 | 0 |
| pipedream | Connect APIs remarkably fast. Free for developers. | Cloud Platforms | 9613 | 5309 |
| mcp-hetzner | A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions. | Virtualization;Cloud Platforms | 6 | 0 |
| FIWARE-MCP-Server | A First FIWARE Model Context Protocol Server | Cloud Platforms | 2 | 3 |
| mcp-supabase | Supabase MCP Server enabling Cursor & Windsurf to use any method from Management API and query your database | Cloud Platforms | 9 | 4 |
| k8s-mcp | A Python-based Model Context Protocol (MCP) tool for Kubernetes clusters that exposes a comprehensive API to retrieve cluster information and diagnose issues. | Cloud Platforms;Monitoring | 3 | 0 |
| yourware-mcp | mcp server for yourware | Cloud Platforms | 3 | 0 |
| aws-cost-explorer-mcp-server | MCP server for understanding AWS spend | Monitoring;Finance;Cloud Platforms | 84 | 22 |
| llm_gateway_mcp_server | The Ultimate Model Context Protocol (MCP) Server providing unified access to a wide variety of useful and powerful tools. | Cloud Platforms | 19 | 0 |
| modal-mcp-server | MCP Server for managing Modal applications | Virtualization;Cloud Platforms | 3 | 1 |
| cloudtasks-mcp | MCP Server to interact with Google Cloud Tasks | Cloud Platforms | 0 | 1 |
| kom | kom 是一个用于 Kubernetes 操作的工具，SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。 它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源，甚至使用SQL查询k8s资源。这个项目支持多种 Kubernetes 资源类型的操作，并能够处理自定义资源定义（CRD）。 通过使用 kom，你可以轻松地进行资源的增删改查和日志获取以及操作POD内文件等动作。 | Cloud Platforms | 98 | 14 |
| mcp-lambda-sam | An AWS Serverless Application Model that operates as an MCP server via serverless AWS resources | Cloud Platforms | 9 | 2 |
| seatunnel-mcp | A Model Context Protocol (MCP) server for Apache Seatunnel. This provides access to your Apache Seatunnel RESTful API V2 instance and the surrounding ecosystem. | Cloud Platforms;Monitoring | 13 | 2 |
| mcp-server-docker | Docker's MCP Server | Cloud Platforms;Virtualization | 2 | 0 |
| onos-mcp-server | A Model Context Protocol (MCP) server implementation that provides network control and management capabilities through the ONOS SDN controller. | Cloud Platforms;Monitoring | 2 | 0 |
| remote-mcp-apim-functions-python | Azure API Management as AI Gateway to Remote MCP servers. | Cloud Platforms;Security | 30 | 11 |
| CorefluxMCPServer | Coreflux MQTT MCP Server | OS Automation;Cloud Platforms;Home Automation & IoT | 2 | 0 |
| mcp-nutanix | MCP Server for Nutanix | Cloud Platforms | 5 | 0 |
| openapi-mcp-server | Allow AI to wade through complex OpenAPIs using Simple Language | Cloud Platforms | 538 | 62 |
| sdk | Integrate SettleMint into your application with ease. | Cloud Platforms | 13 | 1 |
| mcp-headless-gmail | A MCP (Model Context Protocol) server that provides get send Gmails without local credential or token setup. | Cloud Platforms;Communication | 17 | 6 |
| azure-cli-mcp | Talk with Azure using MCP | Cloud Platforms;OS Automation | 58 | 8 |
| mcp-client-langchain-py | Simple CLI MCP Client Implementation Using LangChain ReAct Agent / Python | Cloud Platforms | 8 | 2 |
| mcp-netbird | MCP Server for Netbird | Cloud Platforms;Monitoring | 28 | 0 |
| kubectl-mcp-server | A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude Cursor and others to interact with Kubernetes clusters through natural language. | Virtualization;Cloud Platforms | 380 | 53 |
| google_openai_mcp | This is a simple App which showcases how google's A2A protocol works along with Anthropic's MCP protocol with a simple EC2 creation mcp tool | Cloud Platforms;OS Automation | 0 | 0 |
| QuantMCP | A integração entre o Model Context Protocol (MCP) e a computação quântica representa uma fronteira inovadora na interseção entre inteligência artificial e processamento quântico | Cloud Platforms;Research & Data | 0 | 2 |
| mcp-server | mcp-server | Cloud Platforms;Virtualization | 0 | 0 |
| hedera-mcp-server | Hedera MCP server | Cloud Platforms | 0 | 0 |
| Automated-BOD-25-01-CISA-Microsoft-Policies-MCP | BOD 25-01: Implementing Secure Practices for Cloud Services Required Configurations MCP | Cloud Platforms | 2 | 1 |
| mcp_media_generator | MCP SSE server with tools to create images and videos using Amazon Nova models via AWS Bedrock. | Image & Video Processing;Cloud Platforms;Cloud Storage | 2 | 0 |
| mcp-prefect | https://pypi.org/project/mcp-prefect/0.1.0/ | Cloud Platforms;Monitoring | 5 | 1 |
| mcp-ipfs | 🪐 MCP IPFS Server | File Systems;Cloud Storage | 3 | 2 |
| cloudinary-mcp-server | Model Context Protocol (MCP) Server for Cloudinary API | Cloud Storage;Image & Video Processing | 0 | 2 |
| powerpoint-mcp | A MCP server project that creates PowerPoint presentations forked from supercurses/powerpoint with additional features | Image & Video Processing;Cloud Storage | 16 | 1 |
| claudekeep | ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude Desktop | Note Taking;Knowledge & Memory;Cloud Storage | 7 | 4 |
| mcp-storage-server | Storacha MCP storage server - self-sovereign data for your AI applications. | Cloud Storage;File Systems | 6 | 0 |
| mcpsharepoint | Model Context Protocol server that provides access to Organisational SharePoint. | Cloud Storage;File Systems | 13 | 3 |
| mcp-filesystem-server | A Model Context Protocol server for accessing your file system. | Cloud Storage;File Systems | 2 | 0 |
| google-docs-mcp | Google Docs MCP is an MCP server (primarily for use in Claude Desktop) that gains full access to your google docs and allows claude to make direct edits and formatting. Use cases include writing notes letters resumes creating tables etc. | Cloud Storage;Note Taking | 9 | 0 |
| mcp-google-docs | A lightweight MCP Server for integrating Google Docs Sheets and Slides with custom applications. Enables seamless document management real-time collaboration and API-based automation. | Cloud Storage;Databases | 3 | 2 |
| mcp-google-sheets | This MCP server integrates with your Google Drive and Google Sheets to enable creating and modifying spreadsheets. | Databases;Cloud Storage | 49 | 8 |
| activepieces | AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents | Cloud Storage | 14023 | 1817 |
| mcp-sage | MCP Server for getting second opinions/reviews on large amounts of code. | Code Execution | 1 | 2 |
| apktool-mcp-server | A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) | Coding Agents | 50 | 5 |
| furi | CLI & API for MCP management | Command Line | 1 | 0 |
| mcp-hydra | A lightweight extensible cybersecurity toolkit that connects AI assistants to security tools through the Model Context Protocol (MCP) enabling AI-assisted security research scanning and analysis. | Command Line | 3 | 1 |
| mcp-server | Vapi MCP Server | Communication;Developer Tools | 11 | 2 |
| room-mcp | Allow MCP clients like claude-desktop to use rooms to coordinate with other agents | Developer Tools;Virtualization;Communication | 5 | 2 |
| slack-mcp-server | The most powerful MCP Slack Server with Stdio and SSE transports Proxy support and no permission requirements on Slack Workspace! | Communication | 21 | 3 |
| resend-mcp | A MCP server for Resend API. Let LLMs compose and send emails for you. | Communication | 0 | 2 |
| mcp-teams-server | An MCP (Model Context Protocol) server implementation for Microsoft Teams integration providing capabilities to read messages create messages reply to messages mention members. | Communication | 62 | 5 |
| pluggedin-mcp | Plugged.in MCP Server manages all your other MCPs in one MCP. | Developer Tools;Communication | 2 | 1 |
| mcp-telegram | MCP server to work with Telegram through MTProto | Communication;Search | 74 | 10 |
| Teamwork-MCP | MCP server to connect to the Teamwork API | Communication | 4 | 2 |
| mcp-discord | Implement Discord MCP server enabling AI assistants to interact with the Discord platform. | Communication | 7 | 5 |
| zoom-mcp-server | Now you can date a Zoom meeting with AI's help. | Communication;Social Media | 9 | 1 |
| gmail-mcp | MCP Implementation for Gmail Services | Communication | 4 | 2 |
| apple-mcp | Collection of apple-native tools for the model context protocol. | Communication;Note Taking | 1434 | 97 |
| twitter-mcp | A Model Context Protocol server allows to interact with Twitter enabling posting tweets and searching Twitter. | Communication;Social Media | 192 | 16 |
| confluence-mcp | A Model Context Protocol server for Confluence. | Knowledge & Memory;Communication | 2 | 1 |
| mcp-webhook | mcp webhook | Communication | 7 | 4 |
| mcp-feishu-proj | 基于MCP（Model Context Protocol）协议的飞书项目管理工具 | Communication | 3 | 1 |
| ntfy-me-mcp | An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!) | Communication | 6 | 1 |
| slack-mcp-server | A Slack MCP server | Communication | 18 | 2 |
| KickMCP | Kick API MCP | Communication;Developer Tools | 2 | 1 |
| folderr-mcp-server | A Model Context Protocol (MCP) server that provides tools to interact with Folderr's API | Communication;Developer Tools | 1 | 3 |
| mcp-linear | MCP server that enables AI assistants to interact with Linear project management system through natural language allowing users to retrieve create and update issues projects and teams. | Communication | 56 | 7 |
| imessage-mcp-server | An MCP server that uses AppleScript to send iMessages and manage contacts. | Customer Data Platforms;Communication | 3 | 2 |
| smartlead-mcp-server-local | Local version of Smartlead MCP for quick download and deployment to MCP compatible clients or n8n. | Communication;Marketing | 4 | 1 |
| mcp-mail | 📧 MCP Mail Tool - AI-powered email management tool | 基于 MCP 的智能邮件管理工具 | Communication | 10 |
| mcp-atlassian | MCP server for integrating Atlassian products (Confluence Jira) with Model Context Protocol | Search;Communication | 0 | 0 |
| sendgrid-mcp | Allows AI Agents to interact with the Twilio SendGrid v3 API managing contact lists templates single sends and stats | Marketing;Customer Support;Communication | 10 | 3 |
| mcp-server-router | mcprouter for remote mcp servers | Communication | 2 | 2 |
| poe-proxy-mcp | A FastMCP v2 server that proxies the Poe.com API supporting both STDIO and SSE transports | Communication | 0 | 0 |
| mcp-google-gmail | A powerful Model Context Protocol (MCP) server providing comprehensive Gmail integration with LLM processing capabilities. | Communication | 2 | 1 |
| mcp-whatsapp-web | WhatsApp MCP server | Communication | 1 | 1 |
| feishu-mcp-server | MCP server provides feishu related operations | Communication | 25 | 6 |
| phonepi-mcp | PhonePi MCP enables seamless integration between desktop AI tools and your smartphone providing 23+ direct actions including SMS messaging phone calls contact management snippet creation and search clipboard sharing notifications battery status checks and remote device controls. | Communication;OS Automation | 10 | 0 |
| mcp-telegram | MCP Server for Telegram | Communication | 20 | 3 |
| hello-world-mcp-server | Demostrate simple mcp server with typescript. | Communication | 0 | 1 |
| telegram-mcp | Telegram MCP for managing dialogs messages drafts read statuses and more. | Communication | 31 | 1 |
| claude-post | ClaudePost enables seamless email management through natural language conversations with Claude offering secure features like email search reading and sending. | Communication | 62 | 9 |
| clickup-mcp-server | MCP Server for ClickUp | Communication | 1 | 0 |
| mcp-notmuch-sendmail | A model context protocol server that reads mails with notmuch and sends mail with sendmail | Communication;Databases | 2 | 0 |
| phone-mcp | A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human | OS Automation;Communication | 21 | 1 |
| mcp-dust-server | Model Context Protocol (MCP) bridge server for connecting to Dust.tt AI assistants | Communication | 2 | 0 |
| mcp-telegram | An MCP for telegram to integrate with Claude desktop. | Communication | 4 | 1 |
| zulip-mcp | A model context protocol server for zulip | Communication | 1 | 0 |
| selector-mcp-server | An MCP Server and sample client for Selector AI | Communication | 2 | 1 |
| linkedin-mcp | An MCP server to use the LinkedIn API. | Communication;Social Media | 1 | 0 |
| clickup-mcp-server | Fork of ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol | Communication | 0 | 1 |
| LarkAgentX | 基于MCP function call的飞书全场景AI Agent | Communication | 65 | 8 |
| mcp-resend | Send emails directly from Cursor with this email sending MCP server | Communication | 0 | 0 |
| systemprompt-mcp-gmail | A specialized Model Context Protocol (MCP) server that enables you to search read delete and send emails from your Gmail account leveraging an AI Agent to help with each operation. Optimized for Systemprompt MCP Voice client. | Communication;Speech Processing | 5 | 2 |
| brevo-mcp | Multi-Channel Platform (MCP) for Brevo API integration with Claude | Communication;Customer Support;Marketing | 0 | 3 |
| confluence-mcp-server | confluence-mcp-server for 8 | Note Taking;Communication | 1 | 0 |
| whatsapp-mcp-ts | WhatsApp MCP Server (TypeScript/Baileys) | Communication | 13 | 4 |
| lark-tools-mcp | MCP server provides Feishu related operations to AI encoding agents such as cursor 飞书MCP插件，读取文档、发送消息、合同审批、数据处理..... | Note Taking;Communication | 23 | 2 |
| imap-mcp | IMAP Model Context Protocol server for interactive email processing | Communication | 4 | 0 |
| buttondown-mcp | ModelContextProtocal server for interacting with buttondown | Marketing;Communication | 0 | 0 |
| gmail-mcp-server | MCP server for Gmail integration | Communication | 7 | 2 |
| yarr | model context protocol ARR server | Entertainment & Media;Communication | 2 | 2 |
| square-mcp | Square Model Context Protocol Server | Customer Data Platforms;Location Services | 3 | 3 |
| hubspot-mcp | MCP Implementation for HubSpot | Customer Data Platforms | 5 | 2 |
| magento2-mcp | A MCP server for Magento 2 | Customer Data Platforms;E-commerce & Retail | 12 | 1 |
| apollo-io-mcp-server | apollo.io mcp server typescript | Search;Customer Data Platforms | 4 | 3 |
| mcp-hubspot | A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times. | Customer Data Platforms | 53 | 27 |
| mcp-dyamics365-server | MCP Server for Microsoft Dynamics 365 | Databases;Customer Data Platforms | 4 | 3 |
| mcp-dynamics365-server | MCP Server for Microsoft Dynamics 365 | Customer Data Platforms | 4 | 3 |
| dodopayments-node | The official TypeScript library for the Dodo Payments API | Customer Data Platforms;Finance | 10 | 0 |
| mcp-servers | A collection of MCP servers. | Customer Data Platforms | 3 | 1 |
| hubspot-mcp | mcp server for interacting with HubSpot | Customer Data Platforms | 8 | 0 |
| MCP-Salesforce | MCP Salesforce connector | Databases;Customer Data Platforms | 51 | 20 |
| SmartCustomerSupportMCP | 这是一个基于MCP框架的智能客服系统示例项目，用于演示如何构建和部署智能客服应用 | Customer Support;Knowledge & Memory | 1 | 0 |
| pinecone-mcp | Connect your Pinecone projects to Cursor Claude and other AI assistants | Search;Databases | 3 | 1 |
| mcp-sqlalchemy-server | A simple MCP ODBC server using FastAPI ODBC and SQLAlchemy. | Databases | 8 | 3 |
| powerdrill-mcp | The MCP server for Powerdrill API. | Research & Data;Databases | 5 | 1 |
| mcp-redis | The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently | Databases;Knowledge & Memory | 18 | 6 |
| oceanbase_mcp_server | A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. This server allows AI assistants to list tables read data and execute SQL queries through a controlled interface making database exploration and analysis safer and more structured. | Databases | 2 | 1 |
| medusa-mcp | MCP server for Medusa JS SDK | Databases;Developer Tools | 12 | 0 |
| pocketbase-mcp | This is an MCP server that interacts with a PocketBase instance. It allows you to fetch list create update and manage records and files in your PocketBase collections. | Databases;Developer Tools | 8 | 0 |
| memento-mcp | Memento MCP: A Knowledge Graph Memory System for LLMs | Knowledge & Memory;Databases | 44 | 7 |
| mcpFirebird | Implementation of Anthropic's MCP protocol for Firebird databases. | Databases | 8 | 4 |
| mcp-memory-libsql | 🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search semantic knowledge storage and efficient relationship management - perfect for AI agents and knowledge graph applications. | Knowledge & Memory;Databases | 48 | 8 |
| cryo-mcp | A Python package for accessing Cryo datasets via Claude Code | Databases;Research & Data | 88 | 10 |
| mcp-memory-libsql | 🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search semantic knowledge storage and efficient relationship management - perfect for AI agents and knowledge graph applications. | Knowledge & Memory;Databases | 4 | 2 |
| memory-box-mcp | Cline MCP integration for Memory Box - save search and format memories with semantic understanding | Databases;Search;Knowledge & Memory | 4 | 1 |
| mcp-postgres-server | MCP PostgreSQL Server | Databases | 2 | 1 |
| postgres-mcp | Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents. | Databases | 128 | 8 |
| typesense-mcp-server | MCP server for Typesense | Search;Databases | 2 | 1 |
| mssql_mcp_server | A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables read data and execute SQL queries while maintaining security and structure. | Databases;Developer Tools | 68 | 7 |
| mcp-variance-log | Agentic tool that looks for statistical variations in conversation structure and logs unusual events to a SQLite database. | Monitoring;Databases | 3 | 1 |
| onchain-mcp | Bringing the bankless onchain API to MCP | Databases;Finance | 28 | 7 |
| elasticsearch-mcp | Elasticsearch MCP server with available features including mappings management search and indexing and index management etc. | Search;Databases | 8 | 0 |
| mcp-pyodbc-server | A simple MCP ODBC server using FastAPI ODBC and PyODBC. | Databases | 0 | 0 |
| cedarscript-mcp | MCP server integrating CEDARScript grammar functionality into tool use. | Databases | 8 | 1 |
| Supabase-MCP | A model context protocol implementation granting LLMs access to make database queries and learn about supabase types. | Databases | 10 | 3 |
| airtable-mcp | Search create and update Airtable bases tables fields and records using Claude Desktop and MCP (Model Context Protocol) clients | Databases;Knowledge & Memory | 33 | 11 |
| iotdb-mcp-server | Apache IoTDB MCP Server | Databases | 12 | 1 |
| mcp-odbc-server | Typescript based Model Context Procotol (MCP) Server for Open Database Connectivity (ODBC) | Databases | 0 | 1 |
| genai-toolbox | MCP Toolbox for Databases is an open source MCP server for databases designed and built with enterprise-quality and production-grade use in mind. | Databases | 704 | 82 |
| mcp-brain-tools | A powerful MCP memory using a knowledge graph powered by elastic search | Databases;Search;Knowledge & Memory | 6 | 1 |
| database-tools | MCP tool that allows you to interact with MySQL databases | Databases | 3 | 0 |
| alibabacloud-adb-mysql-mcp-server | AnalyticDB for MySQL MCP Server | Databases | 7 | 4 |
| prisma | Next-generation ORM for Node.js & TypeScript | PostgreSQL MySQL MariaDB SQL Server SQLite MongoDB and CockroachDB | Databases | 41989 |
| mcp-server-axiom | Axiom Model Context Protocol Server | Databases | 37 | 4 |
| mysql_mcp_server_pro | 支持SSE，STDIO；不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展 Support for SSE STDIO in MySQL MCP server mcp_mysql_server_pro is not just about MySQL CRUD operations but also includes database anomaly analysis capabilities and makes it easy for developers to extend with custom tools. | Databases | 22 | 6 |
| directus-mcp | MCP server for Directus API integration | Databases | 4 | 3 |
| mcp-iceberg-service | MCP server for interacting with Apache Iceberg catalog from Claude enabling data lake discovery and metadata search through a LLM prompt. | Databases;Research & Data | 3 | 0 |
| clickhouse_mcp_server | A MCP server for ClickHouse | Databases | 1 | 0 |
| mongo-mcp | A mongo db server for the model context protocol (MCP) | Databases | 0 | 1 |
| mcp-server-iris | InterSystems IRIS MCP server | Databases;Monitoring | 2 | 0 |
| xero-mcp | A Model Context Protocol server allows Clients to interact with Xero | Databases;Finance | 13 | 4 |
| mongodb-mcp | A mongo db server for the model context protocol (MCP) | Databases | 0 | 0 |
| solr-mcp | A Python package for accessing Solr indexes via Claude Code | Databases | 2 | 0 |
| directus-mcp-server | Model Context Protocol server for Directus | Databases | 22 | 4 |
| mcp-sol | Model Context Protocol for Solana Client | Databases;Finance | 1 | 0 |
| practera-mcp-server | MCP server for Practera | Education & Learning Tools;Databases | 0 | 0 |
| tecton-mcp | Model Context Protocol [Anthropic] - Tecton Server | Databases | 0 | 1 |
| hr-mcp-server | MCP Server | Databases | 0 | 2 |
| firestore-advanced-mcp | Serveur MCP avancé pour Firebase Firestore avec support pour toutes les fonctionnalités avancées | Databases | 4 | 0 |
| dicedb-mcp | A Model Context Protocol (MCP) server implementation for DiceDB to enable AI applications to interact with DiceDB databases. | Databases | 3 | 0 |
| mcp-memory-pouchdb | simple memory mcp server with custom memory location | Databases;Knowledge & Memory | 3 | 0 |
| infisical-mcp-server | Infisical's official MCP server. | Security;Developer Tools | 14 | 1 |
| mcp | Hanzo AI + Hanzo Dev exposed via MCP. | File Systems;Developer Tools | 4 | 1 |
| hackle-mcp | Model Context Protocol server for Hackle | Developer Tools;Monitoring | 0 | 1 |
| atla-mcp-server | An MCP server implementation providing a standardized interface for LLMs to interact with the Atla API. | Research & Data;Developer Tools | 8 | 1 |
| 302_sandbox_mcp | 302 Sandbox MCP | Developer Tools | 9 | 1 |
| mcp-server-circleci | A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure and the Model Context Protocol enabling enhanced AI-powered development experiences. | Developer Tools;Monitoring | 18 | 6 |
| mcp | Official Magic UI MCP server. | Developer Tools;Image & Video Processing | 134 | 27 |
| mcp | A MCP server for using Semgrep to scan code for security vulnerabilities. | Security;Developer Tools | 130 | 11 |
| codelogic-mcp-server | An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant. | Developer Tools;Version Control | 7 | 1 |
| agentkit | Seamlessly integrate AI agents with Chargebee using AgentKit for smarter billing and subscription workflows. | Search;Developer Tools | 6 | 2 |
| plane-mcp-server | Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥 | Developer Tools | 17 | 3 |
| azure-devops-mcp-server | MCP Server for Cline to Access Azure devops | Version Control;Developer Tools | 24 | 10 |
| git-file-forensics | An MCP tool for deep git file-level forensics that helps get detailed insights into file histories changes and patterns focusing on individual file analysis rather than repository-wide operations. | Version Control;Developer Tools | 0 | 3 |
| runbook-mcp-server | Runbook MCP Server | Developer Tools;OS Automation | 1 | 0 |
| echo-mcp-server-for-testing | A simple echo MCP (Model Context Protocol) Server for testing MCP Clients. | Developer Tools | 0 | 1 |
| mcp-data-extractor | A model context protocol server to migrate data out of code (ts/js) into config (json) | Developer Tools | 5 | 1 |
| productboard-mcp | Integrate the Productboard API into agentic workflows via MCP | Knowledge & Memory;Developer Tools | 5 | 3 |
| mcp-confluence | This repository contains the source code for a confluence context server it provides prompts that can be used as slash commands for clients like Zed Editor in order to add page contents as context to the AI assistant. | Developer Tools | 9 | 1 |
| antd-components-mcp | An MCP service for Ant Design components query | 一个 Ant Design 组件查询的 MCP 服务，包含组件文档、API 文档、代码示例和更新日志查询 | Note Taking;Developer Tools | 26 |
| revit_mcp | Revit MCP. A Model Context Protocol server for Revit integration enabling seamless communication between Claude AI and Autodesk Revit. | Developer Tools | 4 | 2 |
| mcp-shell | Execute a secure shell in Claude Desktop using the Model Context Protocol. | Developer Tools;OS Automation | 32 | 6 |
| mcp-server | MCP server that provides tools and resources for integrating Hugeicons into various platforms. It implements a Model Context Protocol (MCP) server that helps AI assistants provide accurate guidance for using Hugeicons. | Image & Video Processing;Developer Tools | 0 | 0 |
| crypto-mcp | A Model Context Protocol (MCP) server for encrypting/decrypting/algorithm/hash | Developer Tools;Security | 4 | 1 |
| mcp-prompts | Model Context Protocol server for managing storing and providing prompts and prompt templates for LLM interactions. | Knowledge & Memory;Developer Tools | 27 | 4 |
| mcp-ollama | Query model running with Ollama from within Claude Desktop or other MCP clients | Developer Tools | 18 | 4 |
| github-mcp | GitHub MCP server for managing GitHub repositories and organizations | Developer Tools;Note Taking | 0 | 1 |
| locust-mcp-server | A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments. | Monitoring;Developer Tools | 1 | 0 |
| droidmind | Control your Android devices with AI using Model Context Protocol | Developer Tools;OS Automation | 112 | 9 |
| harvest-mcp-server | MCP Server for Harvest | Monitoring;Developer Tools | 2 | 1 |
| FileScopeMCP | Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python C C++ Rust Zig Lua. | Developer Tools;Knowledge & Memory | 79 | 5 |
| mcp-obsidian | Obsidian vault connector for Claude Desktop - enables reading and writing Markdown notes using Model Context Protocol (MCP) | Note Taking;Developer Tools | 4 | 1 |
| mcp-git-repo-browser | A Node.js implementation of a Git repository browser using the Model Context Protocol (MCP) | Developer Tools;Version Control | 2 | 1 |
| mcp-shrimp-task-manager | Shrimp Task Manager is a task tool built for AI Agents emphasizing chain-of-thought reflection and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement enabling agent-like developer behavior in reasoning AI systems. | Knowledge & Memory;Developer Tools | 62 | 16 |
| daipendency-mcp | Model Context Protocol server for Daipendency | Developer Tools | 53 | 6 |
| user-feedback-mcp | Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. | Developer Tools;OS Automation | 20 | 1 |
| source-map-parser-mcp | paser source map | Developer Tools;Monitoring | 2 | 0 |
| cribl-mcp | Cribl MCP Server | Monitoring;Developer Tools | 2 | 1 |
| revit-mcp | revit-mcp | Developer Tools;OS Automation | 9 | 4 |
| mcp_safe_local_python_executor | Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker VM cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime. | OS Automation;Developer Tools | 12 | 2 |
| vibe-check-mcp-server | The definitive Vibe Coder's sanity check MCP server: Prevent cascading errors in AI workflows by implementing strategic pattern interrupts. Uses tool call "Vibe Check" with LearnLM 1.5 Pro (Gemini API) fine-tuned for pedagogy and metacognition to enhance complex workflow strategy and prevents tunnel vision errors. | Developer Tools | 39 | 5 |
| shell-command-mcp | This is an MCP (Model Context Protocol) server that allows executing shell commands within a Docker container. It provides a secure and isolated environment for running commands without giving access to the host Docker daemon. | OS Automation;Developer Tools | 4 | 0 |
| vibe-coder-mcp | Vibe-Coder-MCP server extends AI assistants with specialized software development tools. | Developer Tools;Version Control | 5 | 1 |
| things-mcp | Things.app MCP Server | Developer Tools;OS Automation | 23 | 4 |
| phoenix | AI Observability & Evaluation | Developer Tools;Research & Data | 5459 | 403 |
| mobile-mcp | Model Context Protocol Server for Mobile Automation and Scraping (iOS Android Emulators Simulators and Physical Devices) | OS Automation;Developer Tools | 346 | 41 |
| mcp-devcontainers | MCP for devcontainers | Virtualization;Developer Tools | 1 | 3 |
| npm-sentinel-mcp | A powerful Model Context Protocol (MCP) server that revolutionizes NPM package analysis through AI. | Developer Tools;Security | 0 | 1 |
| pcm | MCP for reverse engineering | Developer Tools | 32 | 5 |
| code-context-provider-mcp | MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers with Zero Native Dependencies. | Developer Tools | 2 | 1 |
| react-mcp | react-mcp integrates with Claude Desktop enabling the creation and modification of React apps based on user prompts | Developer Tools | 10 | 3 |
| mcp-inception | Call another MCP client from your MCP client. Offload context windows delegate tasks split between models | Developer Tools | 20 | 1 |
| coding_devops_mcp_server | coding_devops_mcp_server | Version Control;Developer Tools | 1 | 0 |
| jira-mcp | A Model Context Protocol server for Jira. | Version Control;Monitoring;Developer Tools | 18 | 6 |
| Software-planning-mcp | An experiment in software planning using MCP | Developer Tools | 175 | 25 |
| mcp-easy-copy | A MCP server that lists all available MCP services for easy copying and usage | Developer Tools | 2 | 2 |
| mcp-starter | A super simple Starter to build your own MCP Server | Developer Tools | 0 | 0 |
| shadow-cljs-mcp | A Model Context Protocol server for monitoring shadow-cljs builds | Monitoring;Developer Tools | 1 | 3 |
| mcp-github-trending | MCP server for getting github trending repos & developers | Version Control;Developer Tools | 3 | 0 |
| mcp2serial | A open-source library enabling AI models to control hardware devices via serial communication using the MCP protocol. Initial support for Raspberry Pi Pico. | OS Automation;Home Automation & IoT;Developer Tools | 9 | 3 |
| jinni | Bring your project into LLM context - tool and MCP server | File Systems;Developer Tools | 208 | 10 |
| taskqueue-mcp | MCP tool for exposing a structured task queue to guide AI agent workflows. Great for taming an over-enthusiastic Claude. | Knowledge & Memory;Developer Tools | 12 | 3 |
| paddle-mcp-server | Interact with the Paddle API using AI assistants like Claude or in AI-powered IDEs like Cursor. Manage product catalog billing and subscriptions and reports. | Finance;E-commerce & Retail | 10 | 2 |
| shopify-mcp | MCP server for Shopify api usable on mcp clients such as Anthropic's Claude and Cursor IDE | E-commerce & Retail | 27 | 5 |
| printify-mcp | A Model Context Protocol (MCP) server for integrating AI assistants with Printify's print-on-demand platform | E-commerce & Retail | 2 | 1 |
| gumroad-mcp | A Model Context Protocol (MCP) server implementation for Gumroad API | Marketing;E-commerce & Retail | 10 | 3 |
| tailorkit-mcp | TailorKit MCP is a powerful product customization framework for e-commerce that enables merchants to create interactive personalization experiences. Features template management layer control and Shopify integration for offering customizable products with minimal development effort. | E-commerce & Retail | 3 | 1 |
| naver-search-mcp | MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web news blog shopping etc) and data trend analysis tools via DataLab API. | Search;E-commerce & Retail | 6 | 1 |
| shopify-mcp-server | MCP Server for Shopify API | E-commerce & Retail | 7 | 4 |
| agent-toolkit | PayPal Agent | Finance;E-commerce & Retail | 48 | 14 |
| dev-mcp | Shopify.dev MCP server | E-commerce & Retail | 182 | 12 |
| paypal-au-subscription-connector | PayPal Account Updater Subscription Connector for MCP | Finance;E-commerce & Retail | 0 | 1 |
| mcp-linkedin | A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn's Feeds and Job API. | E-commerce & Retail | 72 | 11 |
| FastMCP_RecSys | A fashion recommendation system built with FastAPI React MongoDB and Docker. It uses CLIP for image-based clothing tagging and provides a simple UI for users to upload images and receive recommendations | Image & Video Processing;E-commerce & Retail | 1 | 0 |
| agora-mcp | Agora MCP server to search & buy across thousands of online stores | E-commerce & Retail | 0 | 1 |
| scryfall-mcp | A mcp server for interacting with the Scryfall Magic The Gathering API | E-commerce & Retail | 2 | 4 |
| test-repo-mcp | Test repository for MCP server code | E-commerce & Retail | 0 | 0 |
| bio-mcp | BioMCP: Enabling agent-based biomedical R&D | Research & Data;Health & Wellness;Education & Learning Tools | 9 | 3 |
| canvas-mcp | Collection of Canvas LMS and Gradescope tools for the ultimate EdTech model context protocol. Allows you to query your courses find resources and chat with upcoming assignments in the AI app of your choice. try now! | Education & Learning Tools | 6 | 2 |
| jap-vocab-anki-mcp-server | Japanese Vocab Anki MCP Server | Note Taking;Education & Learning Tools | 0 | 0 |
| reference-mcp | Get citation data from CiteAs and Google Scholar | Research & Data;Education & Learning Tools | 2 | 0 |
| medadapt-content-server | A specialized MCP server for Claude Desktop that enhances AI-assisted medical learning | Research & Data;Education & Learning Tools | 2 | 1 |
| mcp | Hyperskill MCP | Education & Learning Tools | 0 | 0 |
| canvas-mcp | A Model Context Protocol server to run locally and connect to a Canvas LMS | Education & Learning Tools | 2 | 1 |
| jupyter-earth-mcp-server | 🪐 🌎 Jupyter Earth MCP Server | Research & Data;Education & Learning Tools | 2 | 2 |
| Gauntlet-Incept-MCP | A project that uses an MCP to create the Incept program. | Knowledge & Memory;Education & Learning Tools | 1 | 0 |
| clanki | An MCP server for connecting Claude Desktop with Anki Flashcards. | Education & Learning Tools | 3 | 1 |
| zen-syllabus-mcp | ZEN大学シラバスMCPサーバー実装 | Education & Learning Tools | 4 | 0 |
| mcp-teamtailor | The MCP Teamtailor is a Model Context Protocol (MCP) server that provides a simple integration with the teamtailor api. | Customer Support | 1 | 1 |
| mcp-database-server | MCP Database Server is a new MCP Server which helps connect with Sqlite SqlServer and Posgresql Databases | Databases | 12 | 2 |
| airtable-mcp | Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP). Connect your AI tools directly to Airtable for seamless data access and management. | Databases | 1 | 0 |
| marklogic-mcp | A repository for MarkLogic MCP integration | Databases | 1 | 0 |
| openapi-client-generator-mcp | A Model Context Protocol server for generating API clients with TypeScript. | Developer Tools | 0 | 2 |
| penrose-mcp | Penrose server for the Infinity-Topos environment | Research & Data;Developer Tools | 1 | 1 |
| mcpunk | MCP tools for Roaming RAG | Version Control;Search;Developer Tools | 42 | 3 |
| mcp-youtube | MCP server for Youtube | Image & Video Processing;Entertainment & Media | 9 | 3 |
| Youtube-Vision-MCP | MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API to interact with YouTube videos. | Image & Video Processing;Entertainment & Media | 2 | 0 |
| mcp-youtube | A Model-Context Protocol Server for YouTube in Jp | Entertainment & Media | 4 | 0 |
| ableton-copilot-mcp | An MCP server built on ableton-js that enables AI assistants to control Ableton Live in real-time providing capabilities for song management track control MIDI editing and audio recording through a standardized protocol interface. | Entertainment & Media | 6 | 1 |
| midi-file-mcp | A powerful MCP tool for parsing and manipulating MIDI files based on Tone.js. This library leverages the Model Context Protocol (MCP) to enable AI assistants to easily read analyze and modify MIDI files without dealing with the complexities of the MIDI file format. | File Systems;Entertainment & Media | 1 | 0 |
| mcp-claude-spotify | An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP). | Entertainment & Media | 7 | 1 |
| spotifyyy-mcp | making playlists got fun and easier wohoo. chat with claude and build personalized playlists. a spotify mcp server | Entertainment & Media | 1 | 0 |
| mcp-spotify | MCP for using spotify from within cursor | Speech Processing;OS Automation;Entertainment & Media | 2 | 2 |
| spotify-mcp | MCP to connect Claude with Spotify. | Entertainment & Media | 1 | 0 |
| youtube-mcp-server | Youtube mcp server | Search;Entertainment & Media | 2 | 1 |
| BangumiMCP | bgm.tv MCP Server | Search;Entertainment & Media | 2 | 1 |
| mcp-server-youtube-transcript | This is an MCP server that allows you to directly download transcripts of YouTube videos. | Image & Video Processing;Entertainment & Media | 0 | 0 |
| plex-mcp | Plex MCP server | Entertainment & Media | 0 | 0 |
| audius-mcp-atris | Model Context Protocol server for Audius. Perform market research purchase premium tracks upload songs and much more! | Entertainment & Media | 0 | 0 |
| filesystem-mcp | Node.js Model Context Protocol (MCP) server providing secure relative filesystem access for AI agents like Cline/Claude. | Note Taking;File Systems | 4 | 1 |
| Office-Word-MCP-Server | A Model Context Protocol (MCP) server for creating reading and manipulating Microsoft Word documents. This server enables AI assistants to work with Word documents through a standardized interface providing rich document editing capabilities. | Note Taking;File Systems | 79 | 10 |
| MCP_Chat_Logger | 📝 A FastMCP tool that automatically saves AI chat conversations to well-formatted Markdown files with timestamps and metadata. | Note Taking;File Systems | 4 | 1 |
| codemcp | Coding assistant MCP for Claude Desktop | File Systems | 1183 | 96 |
| deep-directory-tree-mcp | Powerful Model Context Protocol (MCP) implementation for visualizing directory structures with real-time updates configurable depth and smart exclusions for efficient project navigation | File Systems | 5 | 0 |
| memory-bank-mcp | MCP Server with Remote SSH support | Knowledge & Memory;File Systems | 6 | 3 |
| claude-code-mcp | claude-code-mcp | OS Automation;File Systems | 91 | 23 |
| DesktopCommanderMCP | This is MCP server for Claude that gives it terminal control file system search and diff file editing capabilities | OS Automation;File Systems | 1924 | 198 |
| mcp-JapaneseTextAnalyzer | MCP server for analyzing Japanese text with morphological analysis | Language Translation;File Systems | 1 | 2 |
| strava-mcp | A Model Context Protocol (MCP) server that connects to Strava API providing tools to access Strava data through LLMs | Health & Wellness;File Systems | 17 | 2 |
| mcp-docs-service | MCP Documentation Management Service - A Model Context Protocol implementation for documentation management | Search;Knowledge & Memory;File Systems | 19 | 4 |
| pdf-reader-mcp | An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text metadata or page counts. Uses pdf-parse. | File Systems | 10 | 2 |
| mcp-music-analysis | Integrate librosa whisper with LLMs to analyze music audio. | Image & Video Processing;File Systems | 10 | 1 |
| zip-mcp | An MCP tool that provides AI with the ability to compress and decompress local files. | OS Automation;File Systems | 9 | 1 |
| expo-mcp | WIP MCP server for expo apps. | File Systems | 0 | 1 |
| desktop-image-manager-mcp | MCP 服务器，用于管理桌面图片、查看详情、压缩、移动等（完全让Trae实现） | Image & Video Processing;File Systems | 1 | 1 |
| mcp-Pdf2png | MCP tool for converting PDF's to png files. | Image & Video Processing;File Systems | 3 | 1 |
| mcp-pdf-extraction-server | MCP server to extract contents from a PDF file | Research & Data;File Systems | 4 | 4 |
| image-generator-mcp-server | A Model Context Protocol Server To Generate Images | Image & Video Processing;File Systems | 9 | 6 |
| mcp-python-interpreter | MCP Python Interpreter: run python code. Python-mcp-server mcp-python-server Code Executor | File Systems | 23 | 3 |
| generator | CTX: The missing link between your codebase and your LLM. Context as Code (CaC) tool with MCP server inside. | File Systems | 76 | 7 |
| simple-files-vectorstore | A simple vector store that indexes content of files on local file system | Knowledge & Memory;File Systems | 19 | 1 |
| Feishu-MCP | 为 Cursor、Windsurf、Cline 和其他 AI 驱动的编码工具提供访问飞书文档的能力，基于 Model Context Protocol 服务器实现。 | Note Taking;File Systems | 25 | 5 |
| Office-PowerPoint-MCP-Server | A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating editing and manipulating PowerPoint presentations through the MCP protocol. | File Systems | 56 | 8 |
| mcp-grep | simple mcp server to wrap the local instance of grep. | File Systems | 2 | 1 |
| pymupdf4llm-mcp | MCP server for pymupdf4llm best pdf2md for LLM | File Systems | 0 | 0 |
| mcp-claude-code | MCP implementation of Claude Code capabilities and more | File Systems | 119 | 8 |
| repomix | 📦 Repomix (formerly Repopack) is a powerful tool that packs your entire repository into a single AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude ChatGPT DeepSeek Perplexity Gemini Gemma Llama Grok and more. | Version Control;File Systems | 15018 | 645 |
| LPS-MCP | Un servidor MCP mínimo para permitir a Claude interactuar con archivos locales | File Systems | 1 | 0 |
| mcp-filesystem-python | A MCP Filesystem implementation for Claude written mostly by Claude | File Systems | 10 | 2 |
| seekchat | ✨ A Sleek and Powerful AI Desktop Assistant that supports MCP integration✨ | OS Automation;File Systems | 19 | 4 |
| mcp-server-wsl-filesystem | filesystem MCP server for accessing WSL distributions from Windows | OS Automation;File Systems | 1 | 0 |
| claude-mcp-data-explorer | Windows MCP server for data exploration with Claude | Research & Data;File Systems | 1 | 1 |
| filesystem-mcp-server | A Model Context Protocol (MCP) server for platform-agnostic file capabilities including advanced search/replace and directory tree traversal | File Systems | 1 | 2 |
| mcp-filesystem | Not just another MCP filesystem. Optimized file operations with smart context management and token-efficient partial reading/editing. Process massive files without overwhelming context limits. | File Systems | 15 | 3 |
| mcp-toolbox | Maintenance of a set of tools to enhance LLM through MCP protocols. | OS Automation;File Systems | 12 | 1 |
| editor-mcp | A Python-based text editor server built with FastMCP that provides tools for file operations. This server enables reading editing and managing text files through a standardized API. | File Systems | 3 | 0 |
| mcp-filesystem | A secure Model Context Protocol (MCP) server providing filesystem access within predefined directories | File Systems | 7 | 0 |
| mcp-local-file-reader | 使用mcp协议帮助llm进行文件的本地读取 | OS Automation;File Systems | 3 | 0 |
| file-context-mcp | File Context MCP is a TypeScript-based application that provides an API for querying Large Language Models (LLMs) with context from local files. | File Systems | 1 | 2 |
| kicad-mcp | Model Context Protocol server for KiCad on Mac Windows and Linux | File Systems | 68 | 8 |
| document-edit-mcp | A lightweight MCP server for processing editing and interacting with PDF Word Excel and CSV documents. | OS Automation;File Systems | 12 | 4 |
| blender-open-mcp | Open Models MCP for Blender Using Ollama | File Systems | 18 | 4 |
| binary-reader-mcp | Model Context Protocol server for reading and analyzing binary files | File Systems | 0 | 0 |
| mcp-server-memory-file | Attempt to replicate ChatGPT like memory (text file) for Claude (and other MCP clients) | Note Taking;File Systems | 2 | 1 |
| hwp-mcp | mcp for handling hwp | OS Automation;File Systems | 96 | 16 |
| filesystem | mcp filesystem | File Systems | 0 | 1 |
| MCP | MCP Utilities Test | Version Control;File Systems | 0 | 0 |
| code-summarizer | A command-line tool and MCP server that summarizes code files using Gemini Flash 2.0 | File Systems | 1 | 1 |
| MCPDemo | MCP Local Server | File Systems | 0 | 0 |
| bicscan-mcp | BICScan MCP Server | Security;Finance | 3 | 4 |
| ss-mcp | MCP Server for Satstream API | Search;Finance | 0 | 1 |
| xtquantai | xtquant for ai MCP project. | Finance | 58 | 19 |
| asset-price-mcp | Asset Price MCP Server | Finance | 1 | 0 |
| mcp-paradex-py | Connect AI agents to the Paradex trading platform. Retrieve market data manage accounts and execute trades seamlessly. Enhance your trading experience with automated tools and real-time insights. | Finance | 3 | 1 |
| armor-crypto-mcp | The MCP server for interacting with Blockchain Swaps Strategic Planning and more. | Finance | 175 | 4 |
| ynab-mcp-server | Model Context Protocol for YNAB (you need a budget) | Finance | 1 | 2 |
| mcp-server-ccxt | High-performance CCXT MCP server for cryptocurrency exchange integration | Finance | 12 | 1 |
| stock-analysis-mcp | A collection tools to analyze stock tickers for the Model Context Protocol. | Finance | 1 | 3 |
| coinmarketcap-mcp | MCP Implementation for CoinMarketCap | Search;Finance | 4 | 1 |
| flow-mcp | Flow blockchain tools for Model Context Protocol (MCP) | Finance | 0 | 2 |
| nwc-mcp-server | Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol | Finance | 7 | 0 |
| mcp-yahoo-finance | A Model Context Protocol (MCP) server for Yahoo Finance. | Finance | 2 | 1 |
| web3-research-mcp | Deep Research for crypto - free & fully local | Research & Data;Finance | 6 | 3 |
| crypto-sentiment-mcp | An MCP server that delivers cryptocurrency sentiment analysis to AI agents. | Social Media;Finance | 7 | 2 |
| agentek | An extensible TypeScript toolkit that simplifies complex EVM blockchain interactions into composable intent-based tools. Provides a unified type-safe interface for both on-chain actions and off-chain data services enabling developers to programmatically execute any blockchain operation across multiple EVM networks. | Research & Data;Finance | 35 | 2 |
| eth-mcp | an MCP for querying the EVM | Search;Finance | 5 | 4 |
| binance-mcp | binance-mcp | Finance | 10 | 4 |
| fred-mcp-server | MCP server for accessing FRED (Federal Reserve Economic Data) API | Search;Research & Data;Finance | 3 | 2 |
| coin_api_mcp | A Model Context Protocol server that provides access to CoinMarketCap's cryptocurrency data. This server enables AI-powered applications to retrieve cryptocurrency listings quotes and detailed information about various coins. | Search;Finance | 21 | 3 |
| mcp-brianknows | Unofficial MCP to use BrianKnows API for DeFI knowledge | Search;Knowledge & Memory;Finance | 0 | 1 |
| world_bank_mcp_server | An implementation of the Model Context Protocol for the World Bank open data API | Research & Data;Finance | 18 | 4 |
| payman_mcp | Create payees send payments search payees and get balance using payman mcp server | Finance | 3 | 0 |
| agent-toolkit | Python and TypeScript library for integrating the Stripe API into agentic workflows | Finance | 663 | 83 |
| fmp_mcp_server | Financial Modeling Prep MCP Server | Finance | 7 | 2 |
| amoca-solana-mcp-server | AI AGENT for Solana Model Context Protocol (MCP) | Finance | 1 | 0 |
| mcp-stockscreen | Stock screening provider for Claude Desktop using MCP | Finance | 18 | 3 |
| blockbeats-mcp | An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents. | Research & Data;Finance | 3 | 0 |
| crypto-portfolio-mcp | An MCP server for tracking and managing cryptocurrency portfolio allocations. | Finance | 2 | 0 |
| mcp-stockflow | Stock market data provider for Claude Desktop using MCP | Research & Data;Finance | 13 | 3 |
| beancount-mcp | A MCP Server for beancount query and transaction submmit. | Finance | 3 | 1 |
| freqtrade-mcp | An MCP server that integrates with the Freqtrade cryptocurrency trading bot. | Finance | 17 | 1 |
| bsv-mcp | An MCP Server for Bitcoin SV | Finance | 9 | 2 |
| ynab-mcp | A Model Context Protocol (MCP) server for interacting with YNAB (You Need A Budget). Provides tools for accessing budget data through MCP-enabled clients like Claude Desktop. | Finance | 0 | 0 |
| mcp-blockchain-server | MCP Server for blockchain interactions with Web DApp for secure transaction signing | Security;Finance | 5 | 1 |
| crypto-indicators-mcp | An MCP server providing a range of cryptocurrency technical analysis indicators and strategies. | Research & Data;Finance | 16 | 8 |
| mcp-metal-price | An MCP server that provides current and historical gold/precious metal prices via the GoldAPI.io service. | Finance | 0 | 0 |
| mcp-mifosx | Model Context Protocol - MCP for Mifos X | Finance | 8 | 4 |
| solana-mcp | Solana MCP Server | Finance | 5 | 0 |
| schwab-mcp | Chat with your portfolio. | Finance | 2 | 0 |
| CoinGeckoMCP | A powerful and flexible Node.js Express server that provides a comprehensive interface to the CoinGecko cryptocurrency data API. This server supports both the free public API and the Pro API with automatic fallback. | Finance | 3 | 1 |
| coin-mcp-server | use Bitget’s API to get cryptocurrency info | Finance | 19 | 4 |
| alpaca-mcp-server | Model Context Protocol (MCP) server for Alpaca trading API | Finance | 1 | 1 |
| crypto-mcp | Real-time access to cryptocurrency data from the CoinMarketCap API. | Finance | 1 | 0 |
| evm-mcp-tools | Ethereum Tools for Claude - A comprehensive blockchain analysis toolkit that enables Claude AI to audit smart contracts analyze wallets track profitability and fetch on-chain data using Model Context Protocol (MCP). Seamlessly integrates blockchain capabilities into Claude for Desktop. | Finance | 5 | 3 |
| pptx-xlsx-mcp | Antrophics Model context protocol to edit powerpoint files | Finance | 7 | 0 |
| solana-mcp | A Model Context Protocol server for interacting with the Solana blockchain powered by the Solana Agent Kit (https://github.com/sendaifun/solana-agent-kit) | Finance | 65 | 24 |
| ai-agent-toolkit-js | Paybyrd AI Agent Toolkit: A Node.js library that integrates Paybyrd payment processing services with AI models. Create payment links process refunds and retrieve order information through OpenAI function calling and Anthropic's Claude via Model Context Protocol (MCP) | Finance | 0 | 0 |
| KIS_MCP_Server | 한국투자증권 mcp server | Finance | 1 | 0 |
| mcp-vercel | free MCP server hosting using vercel | Finance;Research & Data | 1 | 1 |
| crypto_mcp | 加密mcp服务器，crypto mcp | Finance | 2 | 0 |
| lnexchange-mcp-node-service | LnExchange MCP Node Service | Finance | 0 | 0 |
| ynab-mcp | YNAB Model Context Protocol (MCP) server for Claude Code integration | Finance | 0 | 0 |
| mcp-ta-tool | MCP tool to calculate TA using SSE transport layer | Finance | 0 | 0 |
| ygocdb-mcp | 用于与游戏王中文卡查百鸽(ygocdb.com)API交互的MCP服务端 | Games & Gamification;Search | 0 | 1 |
| chess-mcp | A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data game records and other public information through standardized MCP interfaces allowing AI assistants to search and analyze chess information. | Games & Gamification;Search | 27 | 2 |
| chess-mcp | A MCP Server with various chess functionality | Games & Gamification | 10 | 3 |
| cs2-rcon-mcp | CS2 RCON MCP - Server management tool for Counter-Strike 2 | OS Automation;Games & Gamification | 2 | 0 |
| mcp-riot | League of Legends MCP Server | Games & Gamification | 4 | 0 |
| rcon-mcp | Model Context Protocol for Minecraft Server Management | Games & Gamification;Virtualization | 4 | 3 |
| mcp-server-clash-of-clans | Take your gaming experience to the next level with this MCP server for Clash of Clans. | Games & Gamification | 0 | 0 |
| strava-mcp | An MCP server to interact with Strava | Health & Wellness | 2 | 2 |
| mcp-duty-pharma | MCP Duty Pharmacies | Location Services;Health & Wellness | 0 | 1 |
| intervals-mcp-server | Model Context Protocol (MCP) server for connecting Claude with the Intervals.icu API | Health & Wellness | 15 | 7 |
| mcp-fhir | A Model Context Protocol implementation for FHIR | Health & Wellness | 25 | 5 |
| nexonco-mcp | An advanced MCP Server for accessing and analyzing clinical evidence data with flexible search options to support precision medicine and oncology research. | Research & Data;Health & Wellness | 47 | 3 |
| health-record-mcp | Connect to an EHR and make clinical data available via MCP | Health & Wellness | 15 | 4 |
| mcp2mqtt | 本项目通过将 MCP 协议转换为 MQTT 协议，我们能够利用强大的大型语言模型（LLMs），就能轻松操控您的智能家居、机器人或其他硬件设备。 | Home Automation & IoT | 33 | 8 |
| gaggiuino-mcp | Gaggiuino MCP server | Monitoring;Home Automation & IoT | 0 | 1 |
| tesla-mcp | A Model Context Protocol Server for AI models to interface with the Tesla Fleet API. | Home Automation & IoT;OS Automation | 2 | 1 |
| thingspanel-mcp | This MCP server integrates ThingsPanel IoT platform with AI models like Claude GPT and others that support the Model Context Protocol. | OS Automation;Home Automation & IoT | 23 | 3 |
| tuyactl | A cli tool to control Tuya devices based on tinytuya | Note Taking;Home Automation & IoT | 2 | 2 |
| choturobo | Integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude Anthropic | OS Automation;Home Automation & IoT | 33 | 4 |
| tibber-mcp | Model Context Protocol (MCP) Server for Tibber | Monitoring;Home Automation & IoT | 0 | 0 |
| home-assistant-mcp | A Model Context Protocol (MCP) integration that enables AI assistants to search for and control Home Assistant devices through natural language commands in Cursor. | Home Automation & IoT | 15 | 6 |
| mcp-gs-robot | mcp-gs-robot gaussian bot | Home Automation & IoT | 0 | 0 |
| bluetooth-mcp-server | bluetooth-mcp-server for Claude AI | Home Automation & IoT | 1 | 0 |
| MiniMax-MCP-JS | Official MiniMax Model Context Protocol (MCP) JavaScript implementation that provides seamless integration with MiniMax's powerful AI capabilities including image generation video generation text-to-speech and voice cloning APIs. | Speech Processing;Image & Video Processing | 27 | 4 |
| MiniMax-MCP | Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech image generation and video generation APIs. | Speech Processing;Image & Video Processing | 212 | 12 |
| gemini-mcp-server | Generate images using gemini | Image & Video Processing | 3 | 1 |
| LinkedIn-Post-Generator | A Model Context Protocol (MCP) server that automates generating LinkedIn post drafts from YouTube videos. This server provides high-quality editable content drafts based on YouTube video transcripts. | Image & Video Processing;Social Media | 8 | 4 |
| map-traveler-mcp | Virtual traveler library for MCP | Image & Video Processing;Social Media;Location Services | 11 | 0 |
| 4oimage-mcp | An MCP server implementation that integrates with 4o-image API enabling LLMs and other AI systems to generate and edit images through a standardized protocol. Create high-quality art 3D characters and custom images using simple text prompts. | Image & Video Processing | 2 | 1 |
| mcp-screenshot | Repository for MCP screenshot functionality | Image & Video Processing;OS Automation | 11 | 2 |
| mcp-image-compression | A high-performance image compression microservice based on MCP (Modal Context Protocol) | Image & Video Processing | 11 | 1 |
| mcp-webcam | Capture live images from your webcam with a tool or resource request | Image & Video Processing | 22 | 3 |
| image-gen-mcp | A MCP server that provides text-to-image generation capabilities using Stable Diffusion WebUI API (ForgeUI/AUTOMATIC-1111) | Image & Video Processing | 8 | 1 |
| MCPollinations | A Model Context Protocol (MCP) server that enables AI assistants to generate images text and audio through the Pollinations APIs. Supports customizable parameters image saving and multiple model options. | Image & Video Processing;Speech Processing | 6 | 1 |
| mcp-image-extractor | MCP server which allow LLM in agent mode to analyze image whenever it needs | Image & Video Processing | 2 | 1 |
| after-effects-mcp | MCP Server for Adobe After Effects. Enables remote control (compositions text shapes solids properties) via the Model Context Protocol using ExtendScript. | Image & Video Processing | 21 | 4 |
| mcp-remote-macos-use | A zero-installation solution for AI agents to control remote macOS systems. Full desktop capabilities without extra software using only built-in Screen Sharing. Works with Claude and any MCP client offering native macOS experience with minimal setup and no additional API costs. | OS Automation;Image & Video Processing | 61 | 6 |
| letzai-mcp | The official LetzAI MCP implementation | Image & Video Processing | 1 | 0 |
| ffmpeg-mcp | An MCP server for FFmpeg | OS Automation;Image & Video Processing | 3 | 1 |
| figma-mcp | ModelContextProtocol for Figma's REST API | Image & Video Processing | 142 | 8 |
| figma_MCP | Building a Figma MCP with Cursor | Image & Video Processing | 3 | 1 |
| DiffuGen | DiffuGen is a powerful yet user-friendly interface for local\edge image generation. Built on the Model Control Protocol (MCP) it provides a seamless way to interact with various Stable Diffusion models including Flux SDXL SD3 and SD1.5. Diffugen also features an OpenAPI Server for API usage and designed to support OpenWebUI OpenAPI Tool use. | Image & Video Processing | 10 | 5 |
| mcp-hfspace | MCP Server to Use HuggingFace spaces easy configuration and Claude Desktop mode. | Speech Processing;Image & Video Processing | 0 | 0 |
| modal-mcp-toolbox | A collection of tools for your LLMs that run on Modal | Image & Video Processing | 18 | 1 |
| mcp-server-replicate | MCP implementation to generate content using models hosted on Replicate | Image & Video Processing | 2 | 0 |
| MCP-Server-For-Local | 大家好！我是功能丰富的 MCP 服务，旨在打破设备与服务的隔阂，为用户带来便捷体验。 天气工具和气象平台联动，快速为用户推送全球实时天气，助力大家规划出行。控制浏览器工具模拟人工操作，自动搜索、浏览网页，大幅节省时间。摄像头工具调用本地摄像头拍照、录像，实现人脸识别，保障家庭安防。 为实现工具协同，我搭建了稳定框架，开发者可以基于现有服务进行拓展 | Image & Video Processing | 11 | 1 |
| mcp-flux-studio | A Model Context Protocol server for Flux image generation providing tools for image generation manipulation and control | Image & Video Processing | 14 | 1 |
| mcp_search_images | 基于多个图片API的搜索服务和图标生成功能，专门设计用于与 Cursor MCP 服务集成。支持图片搜索、下载和AI生成图标。 | Image & Video Processing | 0 | 0 |
| gyazo-mcp-server | Official Model Context Protocol server for Gyazo | Image & Video Processing | 15 | 5 |
| PromptShopMCP | Use AI to edit image in Claude Desktop / Cursor (AI P图) | Image & Video Processing | 8 | 4 |
| geoapify-mcp | Demo Model Context Protocol Server for the Geoapify API | Image & Video Processing;Location Services | 0 | 0 |
| sketchup-mcp | Sketchup Model Context Protocol | Image & Video Processing | 76 | 7 |
| McpAgentRobot | It adds eyes ears and a mouth to the large model!基于多智能体架构的人机交互系统，集成了视觉识别、语音识别和语音合成等功能。系统由多个专门的智能体协同工作，实现了自然的人机交互体验。给大模型增加眼睛和耳朵和嘴巴！ | Speech Processing;Image & Video Processing | 5 | 0 |
| houdini-mcp | Houdini integration through the Model Context Protocol | Image & Video Processing | 37 | 3 |
| Grok-MCP | A server that connects to the xAI/Grok image generation API that provides endpoints for text and image analysis using X.AI's Grok models. ## Features - Text analysis using Grok-2 - Image analysis using Grok Vision - Simple REST API interface - Built-in error handling and validation | Image & Video Processing | 3 | 0 |
| mcp-server-gemini-image-generator | MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-image generation with future expansion to image editing capabilities. | Image & Video Processing | 5 | 2 |
| openrouter-mcp-multimodal | MCP server for OpenRouter providing text chat and image analysis tools | Image & Video Processing | 4 | 1 |
| vibe-eyes | description: "An MCP server that enables LLMs to 'see' what's happening in browser-based games and applications through vectorized canvas visualization and debug information. | Image & Video Processing | 23 | 2 |
| needle-mcp | Integration of Needle in modelcontextprotocol | Search;Knowledge & Memory | 36 | 14 |
| Smart-Thinking | Smart-Thinking Un serveur MCP (Model Context Protocol) qui fournit un cadre de raisonnement multi-dimensionnel adaptatif et collaboratif pour les assistants IA comme Claude. | Knowledge & Memory | 18 | 6 |
| docs-mcp | Turn any github repo to MCP server and chat with code or docs | Version Control;Knowledge & Memory | 15 | 8 |
| multi-ai-advisor-mcp | council of models for decision | Knowledge & Memory | 27 | 8 |
| cognee | Memory for AI Agents in 5 lines of code | Knowledge & Memory | 2017 | 181 |
| branch-thinking | MCP tool to allow multiple chains of thought | Knowledge & Memory;Note Taking | 25 | 8 |
| my-apple-remembers | A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements. | Knowledge & Memory;Note Taking | 6 | 1 |
| cursor10x-mcp | The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context project history and code relationships across sessions. | Note Taking;Knowledge & Memory | 14 | 3 |
| MCP_Atom_of_Thoughts | Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into independent atomic units of thought using the dependencies between these units to deliver more robust reasoning and validated insights. | Research & Data;Knowledge & Memory | 17 | 7 |
| mcp-outline | A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services. | Note Taking;Knowledge & Memory | 8 | 5 |
| xmind-generator-mcp | An MCP (Model Context Protocol) server for generating Xmind mind maps. This server allows LLMs to create structured mind maps through the MCP protocol. | Note Taking;Knowledge & Memory | 5 | 1 |
| claude-mcp-think-tool | MCP Think Tool Claude Desktop | Knowledge & Memory | 13 | 2 |
| mcp-rtfm | Ever been told to RTFM only to find there is no FM to R? MCP-RTFM helps you CREATE the F*ing Manual that people keep telling everyone to read! Transform your non-existent or unreadable docs into an intelligent searchable knowledge base that actually answers those 'basic questions' before they're asked. | Search;Knowledge & Memory | 33 | 5 |
| anki-mcp | Anki MCP server | Note Taking;Knowledge & Memory | 0 | 0 |
| HowToCook-mcp | 基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server | Knowledge & Memory | 29 | 2 |
| memory-bank-MCP | Memory Bank is an MCP server that helps teams create manage and access structured project documentation. It generates and maintains a set of interconnected Markdown documents that capture different aspects of project knowledge from high-level goals to technical details and day-to-day progress. | Note Taking;Knowledge & Memory | 34 | 9 |
| omi-mcp | mcp server for omi | Knowledge & Memory | 0 | 1 |
| kibela-mcp-server | Kibela's official MCP Server | Knowledge & Memory;Note Taking | 3 | 0 |
| ib-mcp-cache-server | Memory Cache Server for use with supported MCP API Clients. | Knowledge & Memory | 6 | 3 |
| mcp-notes | an MCP server for makin' notes | Knowledge & Memory;Note Taking | 1 | 0 |
| mcp-typescribe | An MCP server implementation enabling LLMs to work with new APIs and frameworks | Knowledge & Memory | 11 | 0 |
| open-docs-mcp | An open-source MCP implementation providing document management functionality | Knowledge & Memory;Search | 5 | 2 |
| servers | Model Context Protocol Servers | Knowledge & Memory | 40243 | 4377 |
| genaiscript | Automatable GenAI Scripting | OS Automation;Knowledge & Memory | 2529 | 174 |
| mcp-server-atlassian-confluence | Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface. | Knowledge & Memory;Search | 3 | 6 |
| mcp-titan | This tool is a cutting-edge memory engine that blends real-time learning persistent three-tier context awareness and seamless plug-n-play LLM integration to continuously evolve and enrich your AI’s intelligence. | Knowledge & Memory | 48 | 6 |
| mcp-project-orchestrator | Analyze user input to identify suitable design patterns and project templates. Orchestrate the project creating initial files from templates. | Knowledge & Memory;Version Control | 6 | 1 |
| paelladoc | AI-first development framework | Knowledge & Memory | 319 | 50 |
| branch-thinking | A TypeScript-based MCP-server tool enabling concurrent chains of thought with real-time reinforcement learning. Seamlessly integrates with Neo4j for advanced graph analytics facilitating dynamic and adaptive cognitive processing. | Research & Data;Knowledge & Memory | 13 | 1 |
| hyperspell-mcp | Hyperspell MCP Server | Knowledge & Memory | 0 | 0 |
| PromptLab | PromptLab transforms basic user queries into optimized prompts for AI systems --> Built using MCP | Knowledge & Memory | 3 | 2 |
| memory-mcp | An mcp server that you can use to store and retrieve ideas prompt templates personal preferences to use with you favourite AI tool that supports the modelcontextprovider protocol. | Knowledge & Memory | 1 | 2 |
| mcp-mem0 | MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python! | Knowledge & Memory | 0 | 0 |
| mcp-arcknowledge | MCP - Bridge all your webhook endpoints into 1 unified config | Knowledge & Memory | 0 | 0 |
| mcp-mem0 | MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python! | Knowledge & Memory | 149 | 64 |
| kb-mcp-server | Build a knowledge base into a tar.gz and give it to this MCP server and it is ready to serve. | Knowledge & Memory;Research & Data | 23 | 2 |
| sourcesage | MCP server to cache codebase as graph | Knowledge & Memory;Version Control | 4 | 1 |
| claude-memory-mcp | An MCP server implementation providing persistent memory capabilities for Claude based on research into optimal LLM memory techniques | Knowledge & Memory | 5 | 0 |
| dive-deep-mcp | マルチエージェント型MCP | Knowledge & Memory | 0 | 0 |
| mcp-server-clickup | Model Context Protocol (MCP) server implementation for ClickUp integration | Knowledge & Memory;Note Taking | 3 | 1 |
| kiseki-labs-readwise-mcp | A simple MCP server for Readwise | Note Taking;Knowledge & Memory | 2 | 0 |
| mcp-server-mas-sequential-thinking | An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP. | Knowledge & Memory | 103 | 13 |
| mcp-doc | Model Context Protocol documentation server for LangGraph and MCP. | Knowledge & Memory | 1 | 2 |
| mcp-knowledge-graph | MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development | Knowledge & Memory | 37 | 9 |
| mcp_neo4j_knowledge_graph | A Model Context Protocol to allow access to a Neo4j backed knowledge graph | Knowledge & Memory | 2 | 1 |
| FEGIS | FEGIS is a framework for structured cognition and persistent memory in language models using Anthropic's Model Context Protocol. It defines dynamic cognitive tools (modes) through archetypes enabling schema-driven thinking where every thought is a saved and retrievable across chats | Knowledge & Memory | 6 | 1 |
| perplexity-mcp-server | A server that implements the MCP protocol to bring perplexity API into context. | Language Translation;Search | 6 | 3 |
| duck-duck-mcp | DuckDuckGo search implementation for Model Context Protocol (MCP) | Language Translation | 1 | 4 |
| mcp-server-esignatures | MCP server for eSignatures (https://esignatures.com) | Legal & Compliance | 13 | 5 |
| mcp-server-legifrance | Legifrance MCP Server | Legal & Compliance | 2 | 0 |
| mcp-nefino | Nefino middleware implementation of the Model Context Protocol (MCP) | Research & Data;Location Services | 0 | 2 |
| aemet-mcp | MCP server for check Spanish climate data using AEMET web API | Research & Data;Location Services | 2 | 2 |
| mcp-weather | MCP server that provides hourly weather forecasts using the AccuWeather API | Location Services | 6 | 6 |
| toolkit-mcp-server | A Model Context Protocol server providing LLM Agents with system utilities and tools including IP geolocation network diagnostics system monitoring cryptographic operations and QR code generation. | Location Services;Security;Monitoring | 4 | 3 |
| hefeng-mcp-weather | an mcp server for hefeng weather api | Travel & Transportation;Location Services | 3 | 2 |
| mcp | 百度地图 MCP Server | Travel & Transportation;Location Services | 230 | 23 |
| hrfco-service | 수문조회 MCP 서버 | Location Services;Research & Data | 0 | 0 |
| weather-my-mcp | Model Context Protocol (MCP) server that provides weather information from Malaysia Government's Open API | Location Services | 0 | 1 |
| Weather-MCP-ClaudeDesktop | An MCP (Model Context Protocol) tool that provides real-time weather data forecasts and historical weather information using the OpenWeatherMap API specifically designed for Claude Desktop. | Location Services | 3 | 1 |
| mcp-python-demo | 这是一个基于 MCP (Model Context Protocol) 的项目，集成了智谱 AI 和腾讯地图 API，提供了天气查询、地理编码和网络搜索等功能。 | Location Services | 2 | 0 |
| MCP-civil-tools | MCP Civil Tools 伺服器 | Research & Data;Location Services | 1 | 0 |
| meta-ads-mcp | Model Context Protocol (MCP) server for interacting with Meta Ads API | Marketing;Social Media | 10 | 4 |
| app-seo-ai | Application for SEO automation and AI-powered optimization | Marketing | 6 | 4 |
| keitaro-mcp | Keitaro API MCP Server | Marketing | 1 | 0 |
| air-mcp | Binalyze AIR MCP Server | Monitoring;Security | 3 | 2 |
| posthog-mcp | A minimal posthog mcp to retrive insights and add annotations | Monitoring | 27 | 6 |
| mcp-rollbar-server | MCP server implementation for Rollbar API integration | Monitoring | 3 | 3 |
| ops-mcp-server | 服务器、网络设备巡检和运维MCP工具 | Monitoring;OS Automation | 11 | 4 |
| sentry-mcp | An MCP server for interacting with Sentry via LLMs. | Monitoring | 83 | 10 |
| shodan-mcp-server | A Model Context Protocol server that provides access to Shodan API functionality | Security;Monitoring | 1 | 1 |
| env-mcp | 获取当前环境的 mcp | OS Automation;Monitoring | 0 | 0 |
| WireMCP | An MCP for WireShark (tshark). Empower LLM's with realtime network traffic analysis capability | Security;Monitoring | 92 | 9 |
| honeycomb-mcp-server | Honeycomb MCP (Model-Controller-Presenter) Server implementation | Search;Monitoring | 2 | 1 |
| honeycomb-mcp | Allows Honeycomb Enterprise customers to use AI to query and analyze their data alerts dashboards and more; and cross-reference production behavior with the codebase. | Monitoring | 17 | 2 |
| datadog-mcp-server | MCP server interacts with the official Datadog API | Monitoring | 17 | 2 |
| sentry-mcp-ts | Model Context Protocol (MCP) server for Sentry | Monitoring | 4 | 6 |
| mcptix | Agile Kanban board backed by SQLite and exposed via the Model Context Protocol (MCP). Lets LLMs read comment on and work on tasks. Fully compatible with clients like Roo Cursor Control and Cline. Drop it into any project to enable human–AI collaboration on delivery workflows. | Monitoring | 4 | 0 |
| jmeter-mcp-server | ✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯 | OS Automation;Monitoring | 11 | 2 |
| prometheus-mcp | MCP server to connect LLMs with Prometheus HTTP API | Monitoring | 0 | 3 |
| root-signals-mcp | MCP for Root Signals Evaluation Platform | Monitoring | 5 | 0 |
| mcp-xcode-diagnostics | MCP plugin for extracting and analyzing Xcode build errors and warnings | Monitoring | 3 | 0 |
| mcp-jenkins | The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure contextual AI interactions with Jenkins tools while maintaining data privacy and security. | Monitoring | 2 | 1 |
| mcp-allure | read allure report(a type of test report ) | Monitoring | 1 | 0 |
| laravel-mcp | MCP server for Cursor to assist with Laravel development | Monitoring | 10 | 3 |
| cocosMCP | cocosMCP | Monitoring | 6 | 1 |
| liquidium-mcp | Liquidium MCP with Posthog Support | Monitoring | 1 | 0 |
| irtoolshed-mcp-server | an MCP server providing tools for network incident response folks | Monitoring;Security | 1 | 0 |
| pihole-mcp-server | A Model Context Protocol (MCP) server for Pi-hole | OS Automation;Monitoring | 0 | 0 |
| pprof-analyzer-mcp | This is a Model Context Protocol (MCP) server implemented in Go providing a tool to analyze Go pprof performance profiles. | Monitoring | 4 | 0 |
| last9-mcp-server | Last9 MCP Server | Monitoring | 29 | 1 |
| mcp-postman | MCP Server for running Postman Collections with Newman | Monitoring | 0 | 0 |
| mantis-mcp-server | mantis-mcp-server | Monitoring | 0 | 0 |
| mcp-collection | mcp-collection | Monitoring | 7 | 0 |
| mcp_pytest_service | mcp pytest service to update LLM with context about last pytest results | Monitoring | 1 | 1 |
| claude-pytorch-treehugger | MCP harness for PyTorch HUD API https://hud.pytorch.org/ | Monitoring | 1 | 0 |
| splunk-mcp | A Model Context Protocol (MCP) implementation for Splunk Enterprise and Cloud integration with Cursor IDE or Claude | Monitoring | 19 | 6 |
| ffmpeg-mcp | Using ffmpeg command line to achieve an mcp server can be very convenient through the dialogue to achieve the local video search tailoring stitching playbackclip overlay concat and other functions | Multimedia Processing | 8 | 1 |
| edge_tts_mcp_server | Model Context Protocol for Text-to-Speech | Text-to-Speech;Multimedia Processing | 1 | 0 |
| karakeep | A self-hostable bookmark-everything app (links notes and images) with AI-based automatic tagging and full text search | Note Taking | 15443 | 618 |
| notion-mcp-server | Official Notion MCP Server | Note Taking | 1397 | 69 |
| raindrop-mcp | Raindrop MCP Server | Note Taking | 8 | 0 |
| todoist-mcp | Augment LLMs with Todoist features | Note Taking | 8 | 5 |
| esa-mcp-server | MCP server for interacting with esa API | Note Taking | 7 | 1 |
| todoist-mcp-server | Todoist MCP server | Note Taking | 3 | 2 |
| todoist-mcp-server | Full implementation of Todoist Rest API & support Todoist Sync API for MCP server | Note Taking | 16 | 4 |
| OmniFocus-MCP | Claude's OmniFocus integration: Let LLMs interface with your tasks through the Model Context Protocol. Add organize and query your OmniFocus database with natural language commands. | Note Taking;OS Automation | 18 | 4 |
| mcp-pyzotero | A Model Control Protocol (MCP) connector for integrating your local Zotero with Claude | Note Taking | 32 | 1 |
| mcp-server-inbox | MCP服务对接inBox笔记API，实现在任意 MCP 客户端以对话形式创建笔记的功能。 | Note Taking | 1 | 0 |
| todoist-mcp-python | MCP Server for Todoist in Python | Note Taking | 1 | 2 |
| notion-api-mcp | A Python-based MCP for use in exposing Notion functionality to LLMs (Claude) | Note Taking | 22 | 11 |
| quip-mcp-server | quip mcp server | Note Taking | 3 | 0 |
| sqlite-literature-management-fastmcp-mcp-server | A flexible system for managing various types of sources (papers books webpages etc.) and integrating them with knowledge graphs. | Research & Data;Note Taking | 10 | 1 |
| notion-mcp-server | MCP Server to connect Notion with Claude | Note Taking | 0 | 0 |
| mem0-mcp-for-pm | Forked repo to customize into Project Management purpose. | Note Taking | 4 | 0 |
| mcp-things3 | A Model Context Protocol for reading todos and writing todos and projects in the macOS app Things3 using a combination of Applescript and x-call URLs. | Note Taking | 10 | 1 |
| logseq-mcp-tools | mcp server for logseq graph | Note Taking | 19 | 2 |
| bear-mcp-server | Connect your Bear app via MCP (Model Context Protocol) allowing AI assistants to search and retrieve your notes | Note Taking | 2 | 1 |
| mcp-server-idapro | A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks. | OS Automation | 48 | 18 |
| mcp-n8n-builder | 🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build modify and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API. | OS Automation | 5 | 2 |
| mcp-get-installed-apps | A Model Context Protocol (MCP) server that provides information about installed applications on your computer support MacOS and Windows. | OS Automation | 1 | 1 |
| mcp-node-omnibus-server | A comprehensive Model Context Protocol (MCP) server that provides advanced Node.js development tooling and automation capabilities. | OS Automation | 3 | 1 |
| clickup-mcp-server | ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol | OS Automation | 86 | 31 |
| clipboard-mcp | MacOS Clipboard access via Model Context Protocol | OS Automation | 4 | 1 |
| revit-mcp | AI-Powered Revit Modeling | OS Automation | 72 | 20 |
| pydantic-ai | Agent Framework / shim to use Pydantic with LLMs | OS Automation | 8894 | 781 |
| mcp-server-macos-defaults | macOS defaults - Model Context Protocol server | OS Automation | 10 | 3 |
| command-executor-mcp-server | Model Context Protocol Server for Safely Executing Pre-approved Commands | OS Automation | 18 | 2 |
| kalilinuxmcp | kali linux mcppentestpenetration test | OS Automation;Security | 7 | 1 |
| ifly-workflow-mcp-server | This a simple implementation of an MCP server using iFlytek. It enables calling iFlytek workflows through MCP tools. | OS Automation | 20 | 1 |
| mcp-sse | Simple MCP Server Deployment | OS Automation;Virtualization | 3 | 1 |
| mcp-cheatengine-Cto | MCP CheatEngine Toolkit - A Python-based toolkit for communicating with CheatEngine through MCP interface | OS Automation | 11 | 1 |
| integrator-mcp-server | Integrator MCP Server | OS Automation | 0 | 0 |
| mcp-typed-prompts | A fork of core mcp python-sdk with changes to enable typed-prompts | OS Automation;Security | 3 | 3 |
| mcp-windows | MCP server for the windows API. | OS Automation | 4 | 0 |
| hello-mcp | hello-mcp is a tour and guide for beginners to Claude Desktop MCP Config Manager designed to help them understand MCP (Model Context Protocol) | OS Automation | 10 | 1 |
| mcp-taskmanager | A task management system built with Cloudflare Workers | OS Automation | 4 | 1 |
| forevervm | Securely run AI-generated code in stateful sandboxes that run forever. | Virtualization;Security;OS Automation | 182 | 12 |
| cursor-mcp-installer | Installs MCPs in cursor for you give it a git URL and let it rip | OS Automation | 37 | 2 |
| hyper-mpc | Break free of your MCP Client constraints 🦹 | OS Automation | 2 | 1 |
| MetasploitMCP | MCP Server for Metasploit | OS Automation;Security | 8 | 0 |
| Unity-MCP | MCP Server + Plugin for Unity Editor and Unity game. The Plugin allows to connect to MCP clients like Claude Desktop or others. | OS Automation | 48 | 5 |
| mcp-server-simulator-ios-idb | A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands. | OS Automation | 65 | 3 |
| awsome_kali_MCPServers | awsome kali MCPServers is a set of MCP servers tailored for Kali Linux designed to empower AI Agents in reverse engineering and security testing. It offers flexible network analysis target sniffing traffic analysis binary understanding and automation enhancing AI-driven workflows. | Security;OS Automation | 3 | 0 |
| gru-sandbox | A self-hostable sandbox for MCP and AI agents. | OS Automation | 20 | 2 |
| make-mcp-integration-issue | Dokumentacja problemów napotkanych podczas integracji Make (dawniej Integromat) z Claude Desktop przez protokół MCP | OS Automation | 0 | 1 |
| stata-mcp | Let LLM help you achieve your regression with Stata. | OS Automation;Research & Data | 12 | 0 |
| mcp-local-dev | Let LLMs manage your local dev environments | OS Automation;Version Control | 24 | 5 |
| PopUI | Enables Collaborative UX in Claude Desktop | OS Automation | 3 | 0 |
| dappier-mcp | Dappier MCP server connects any AI to proprietary real-time data — including web search news sports stock market data and premium publisher content. | Search;Research & Data | 9 | 6 |
| academic-search-mcp-server | Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref. | Search;Research & Data | 28 | 1 |
| fujitsu-sdt-mcp | MCP-enabled server for natural language interaction with Fujitsu's Social Digital Twin API. Execute economic and social simulations directly from LLMs and verify effects before real-world implementation | Research & Data | 0 | 1 |
| mcp-wordcounter | A Model Context Protocol server for analyzing text documents with word and character counting capabilities | Research & Data | 8 | 4 |
| scmcp | MCP server for single cell analysis | Research & Data | 3 | 2 |
| qanon-mcp-server | Model Context Protocol server for sociological research into QAnon | Research & Data;Search | 2 | 0 |
| tiangong-lca-mcp | tiangong-lca-mcp | Research & Data | 0 | 3 |
| zotero-mcp | Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers get summaries analyze citations and more. | Search;Research & Data | 13 | 1 |
| biomcp | BioMCP: Biomedical Model Context Protocol | Research & Data;Search | 84 | 9 |
| abs | MCP server for Australian Bureau of Statistics | Research & Data | 3 | 3 |
| OpenDataMCP | Connect any Open Data to any LLM with Model Context Protocol. | Research & Data | 112 | 11 |
| stata-mcp | Stata MCP Extension for VS Code and Cursor IDE | Research & Data | 19 | 2 |
| datagov-mcp | MCP server for Israel Government Data | Research & Data | 51 | 12 |
| mcp-goodnews | A simple MCP application that delivers curated positive and uplifting news stories. | Research & Data | 33 | 1 |
| mcp-nih-reporter | Model Context Protocol server to chat with NIH RePORTER API | Research & Data | 0 | 0 |
| opentk-mcp | A Model Context Protocol (MCP) server providing access to Dutch parliamentary data (Tweede Kamer) through OpenTK . This server enables AI assistants to search retrieve and analyze parliamentary documents activities and information as published by parliament.. | Research & Data | 7 | 0 |
| paperpal | MCP server for aiding with literature reviews | Research & Data | 7 | 0 |
| PubTator-MCP-Server | 🔍 A biomedical literature annotation and relationship mining server based on PubTator3 providing convenient access through the MCP interface. | Research & Data | 1 | 0 |
| nexonco-mcp | An advanced MCP Server for accessing and analyzing clinical evidence data with flexible search options to support precision medicine and oncology research. | Research & Data | 0 | 0 |
| mcp-trino-python | MCP Server for Trino developed via MCP Python SDK | Research & Data | 14 | 4 |
| pbixray-mcp-server | Analyse PowerBI models and reports (.pbix) using AI through this MCP-server implementation of PBIXRay. | Research & Data | 1 | 2 |
| mcp | MCP Server for Space Frontiers API | Research & Data | 3 | 1 |
| ragrabbit | Open Source Self-Hosted AI Search and LLM.txt for your website | Research & Data | 81 | 9 |
| mcp-supabase | Mcp server for supabase | Research & Data | 0 | 0 |
| arxiv-mcp-server | This project is an arXiv paper retrieval and search service implemented through a custom MCP (Multi-Capability Provider) framework. It provides a server-side implementation to fetch search and analyze academic papers from arXiv.org. | Research & Data | 1 | 0 |
| PubMed-MCP-Server | 🔍 Enable AI assistants to search access and analyze PubMed articles through a simple MCP interface. | Research & Data | 9 | 6 |
| mcp_unhcr | MCP server provides access to UNHCR RDF | Research & Data | 0 | 0 |
| mcp-paperswithcode | An unofficial MCP interface to interact with the PapersWithCode API | Research & Data | 4 | 0 |
| stk-mcp | An MCP server allowing LLMs to interact with Ansys/AGI STK - Digital Mission Engineering Software | Research & Data | 2 | 0 |
| mcp-pubmed-server | PubMed MCP Server for accessing research papers | Research & Data | 3 | 2 |
| balldontlie-mcp | An MCP Server implementation that integrates the Balldontlie API to provide information about players teams and games for the NBA NFL and MLB | Search | 1 | 1 |
| context7-mcp | Context7 MCP Server -- Up-to-date documentation for LLMs and AI code editors | Search | 3063 | 175 |
| mcp-nixos | MCP-NixOS - Model Context Protocol Server for NixOS resources | Search | 71 | 4 |
| perplexity-mcp | A MCP server for Claude Desktop that enables Perplexity.ai searching | Search | 3 | 3 |
| hirebase-mcp | A Python MCP Server for hirebase.org's API | Search | 3 | 1 |
| mcp-openapi | OpenAPI specification MCP server. | Search | 28 | 2 |
| beyond-mcp-server | An Extensible Model Context Protocol (MCP) server | Social Media;Search | 11 | 7 |
| leetcode-mcp-server | MCP server for LeetCode API enabling intelligent interaction with LeetCode problems contests solutions notes and user data. | Search | 4 | 2 |
| mcp-tavily-search | 🔍 Model Context Protocol (MCP) tool for search using the Tavily API | Search | 9 | 1 |
| brave-search-mcp | An MCP Server implementation that integrates the Brave Search API providing Web Search Local Points of Interest Search Image Search Video Search and News Search capabilities | Search | 1 | 1 |
| 12306-mcp | This is a 12306 ticket search server based on the Model Context Protocol (MCP). | Search;Travel & Transportation | 10 | 2 |
| perplexity-mcp-server | Perplexity AI MCP Server | Search | 0 | 3 |
| mcpdoc | Expose llms-txt to IDEs for development | Search | 340 | 41 |
| npm-mcp-server | Servidor NPM MCP - Projeto TypeScript | Search | 0 | 0 |
| perplexity-mcp-server | Perplexity AI MCP Server | Search | 4 | 4 |
| OSV-MCP | OSV MCP server implementation | Security | 2 | 0 |
| mcp-human-loop | Evaluate if a task requires human intervention | Security | 9 | 3 |
| heimdall | Control the tools your MCP-enabled agents can access with minimal overhead. | Security | 6 | 1 |
| ProxmoxMCP | MCP for Proxmox integration in Cline | Security;Virtualization | 88 | 15 |
| mcp-nvd | An MCP server to query the NIST National Vulnerability Database (NVD) | Security | 1 | 1 |
| onepassword-mcp-server | An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI | Security | 4 | 0 |
| mcp-joern | A simple Joern MCP Server. | Security | 2 | 0 |
| ghidra_mcp | Ghidra MCP server that extracts decompiled binary context and exposes it to LLMs via Model Context Protocol. | Security | 1 | 0 |
| okta-mcp-server | The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers security teams and Okta administrators it implements the MCP specification to help work with Okta enitities | Security | 6 | 0 |
| shodan-mcp-server | This is a Model Context Protocol (MCP) server that provides access to the Shodan API. It allows you to programmatically query Shodan for information about devices vulnerabilities and more. | Security | 0 | 0 |
| mcp-censys | mcp-censys is a MCP server that taps into the Censys Search API for real-time domain IP and FQDN reconnaissance | Security | 1 | 0 |
| mcp | Essential MCP to ATC (Awesome Tool Collection) Python Bridge | Security | 4 | 1 |
| BloodHound-MCP-AI | BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries. | Security | 168 | 24 |
| nostr-mcp-server | A Model Context Protocol (MCP) server that provides Nostr capabilities to LLMs like Claude. | Social Media | 24 | 9 |
| mcp-hotnews-server | A Model Context Protocol server that provides real-time hot trending topics from major Chinese social platforms and news sites. | Social Media | 87 | 7 |
| mcp-twikit | A Model Context Protocol (MCP) server for interacting with Twitter. | Social Media | 0 | 0 |
| mcp_twitter | A TypeScript Model Context Protocol for Twitter/X platform integration. | Social Media | 6 | 2 |
| mcp-warpcast-server | MCP Server for Warpcast integration | Social Media | 2 | 0 |
| twitter-scraper-mcp | An MCP (Model Context Protocol) server that provides tools for interacting with Twitter using the agent-twitter-client library. | Social Media | 0 | 0 |
| RedBook-Search-Comment-MCP | 这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client，帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布智能评论等操作。 | Social Media | 5 | 0 |
| mastodon-mcp | mastodon modelcontextprotocol server | Social Media | 0 | 0 |
| twitter-mcp-server | A repository for the Twitter MCP server | Social Media | 3 | 1 |
| mcp-linkedin-server | LinkedIn MCP Server for local automation | Social Media | 19 | 4 |
| elevenlabs-mcp | The official ElevenLabs MCP server | Speech Processing | 601 | 66 |
| audio-transcriber-mcp | A MCP server that provides audio transcription capabilities using OpenAI's Whisper API | Speech Processing | 4 | 2 |
| MS-Lucidia-Voice-Gateway-MCP | Lucidia-Voice-Gateway: A dynamic audio processing server leveraging Microsofts inbuilt architechture to power adaptive real-time text-to-speech and voice interaction for the Lucidia framework." | Speech Processing | 4 | 2 |
| speech-mcp | Speech MCP: A Goose MCP extension for voice interaction with audio visualization | Speech Processing | 31 | 1 |
| variflight-mcp | A Model Context Protocol (MCP) server implementation for Variflight services. | Travel & Transportation | 2 | 1 |
| mcp-flight-search | MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search | Travel & Transportation | 8 | 3 |
| mcp-korea-tourism-api | Model Context Protocol (MCP) server that provides tools for accessing the Korea Tourism API | Travel & Transportation | 4 | 0 |
| mcp_hkbus | A MCP server which can query bus info routes eta etc. | Travel & Transportation | 3 | 1 |
| transportnsw-mcp | A Claude Model Context Protocol (MCP) implementation for some useful Transport NSW API endpoints. | Travel & Transportation | 0 | 0 |
| github-chat-mcp | A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API. | Version Control | 28 | 4 |
| linear-mcp | A Model Context Protocol server for Linear. | Version Control | 28 | 6 |
| mcp-server-atlassian-bitbucket | Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces repositories and pull requests via tools (list get comment search). Connects AI directly to version control workflows through the standard MCP interface. | Version Control | 14 | 6 |
| gitlab-kanban-mcp-server | GitLabのカンバンボード操作を行うためのMCPサーバー | Version Control | 1 | 1 |
| mcp-jfrog | Model Context Protocol (MCP) Server for the JFrog Platform API enabling repository management build tracking release lifecycle management and more. | Version Control | 83 | 6 |
| nx-console | Nx Console is the user interface for Nx & Lerna. | Version Control | 1329 | 219 |
| gitlab-mcp | gitlab mcp | Version Control | 62 | 26 |
| yellhorn-mcp | Yellhorn offers MCP tools to publish detailed workplans as GitHub issues with your entire codebase as context and to review diffs against them | Version Control | 2 | 1 |
| github-enterprise-mcp | github-enterprise-mcp | Version Control | 13 | 1 |
| github-actions-mcp-server | GitHub Actions Model Context Protocol Server | Version Control | 24 | 10 |
| confluence-mcp | JiraWiki MCP | Version Control | 11 | 2 |
| git-mcp | Put an end to code hallucinations! GitMCP is a free open-source remote MCP server for any GitHub project | Version Control | 1763 | 101 |
| GIT-Pilot | A GitHub MCP Server | Version Control | 2 | 0 |
| git-prompts-mcp-server | An MCP server that offers several commands to generate prompts based on the Git repository's content | Version Control | 1 | 0 |
| code-context-mcp | A Model Context Protocol (MCP) server for providing code context from git repositories | Version Control | 6 | 2 |
| practices_mcp_server | The Practices MCP Server is a specialized MCP (Model Context Protocol) server that enables AI assistants like Claude to help you implement consistent development practices across your projects and teams. | Version Control | 2 | 2 |
| jadx-mcp-server | MCP server for JADX-AI Plugin | Version Control | 66 | 4 |
| mcp-codesavant | Code execution and line-editing for Claude Desktop using MCP | Version Control | 8 | 4 |
| code2prompt | A CLI tool to convert your codebase into a single LLM prompt with source tree prompt templating and token counting. | Version Control | 5479 | 315 |
| grumpydev-mcp | Let the grumpy senior dev review your code with this MCP server | Version Control | 10 | 1 |
| serena | a powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration) | Version Control | 685 | 49 |
| SCAST | Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI. | Version Control | 17 | 3 |
| codebase-mcp | Model Context Protocol implementation for retrieving codebases using RepoMix | Version Control | 16 | 1 |
| mcp-experts | Let an expert review your code changes | Version Control | 2 | 1 |
| mcp-code-review-server | A MCP server for code reviews | Version Control | 5 | 8 |
| Unity-MCP | A bridge between Unity and AI assistants using the Model Context Protocol (MCP) | Virtualization | 1 | 0 |
| python-mcp-sandbox | Python sandboxes for llms | Virtualization | 4 | 0 |
| unity-mcp-ollama | Ollamaを使用してUnityを操作するやつ | Virtualization | 4 | 1 |
| k8m | 一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。 | Virtualization | 220 | 44 |
| mcpserve | Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok or Host Ubuntu24 Container via Docker | Virtualization | 1 | 1 |
| grasp | Self-hosted agentic browser with built-in MCP A2A support. | Virtualizationurl | 13 | 1 |
| firecrawl-mcp-server | Official Firecrawl MCP Server - Adds powerful web scraping to Cursor Claude and any other LLM clients. | Browser Automation | 2400 | 213 |
| pocketbase-mcp | MCP server for building PocketBase apps really quickly - Need a front end quick consider FastPocket | Databases | 26 | 4 |
| obs-mcp | An MCP server for OBS | Entertainment & Media;OS Automation | 5 | 1 |
| qualitativeresearch | Manage qualitative research context across sessions using knowledge graph based MCP Server | Research & Data | 0 | 1 |
| school-mcp | A Model Context Protocol (MCP) server for academic tools integrating with Canvas and Gradescope platforms. | Education & Learning Tools;Calendar Management | 3 | 1 |
| student | Manage context based on courses assignments exams etc. with knowledge graph based MCP Server | Education & Learning Tools;Knowledge & Memory | 0 | 1 |
| mcp-think-tool | An MCP server implementing the think tool for Claude | Knowledge & Memory | 53 | 10 |
| xero-mcp-server | An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction | Customer Data Platforms;Finance | 37 | 16 |
| mcp-pdf2md | PDF to Markdown conversion tool | File Systems | 2 | 2 |
| tripo-mcp | Official MCP server for Tripo | Art & Culture;Image & Video Processing | 136 | 17 |
| octagon-mcp-server | A free Model Context Protocol (MCP) server that integrates with Octagon Market Intelligence API | Research & Data;Finance | 6 | 3 |
| editor-mcp-server | MCP Server for AI automation of the PlayCanvas Editor | Developer Tools | 38 | 4 |
| mcp-aiven | Model Context Protocol server for Aiven | Cloud Platforms;Databases | 5 | 3 |
| mcp-server | A Model Context Protocol Server for Pica built in TypeScript | Databases;Communication | 14 | 1 |
| minecraft-mcp-server | A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time allowing AI assistants to build structures explore the world and interact with the game environment through natural language instruction | Games & Gamification | 32 | 5 |
| mcp | A MCP server implementation for hyperbrowser | Browser Automation | 204 | 13 |
| mcp-github-notifications | An MCP server for the github notifications API for the OSS maintainer | Version Control;Communication | 12 | 3 |
| OpenAPI-MCP | The OpenAPI-MCP proxy translates OpenAPI specs into MCP tools enabling AI agents to access external APIs without custom wrappers! | Cloud Platforms | 19 | 3 |
| make-mcp-server | Make MCP Server | Developer Tools;OS Automation | 63 | 11 |
| dify-plugin-tools-mcp_sse | Dify 1.0 Plugin MCP HTTP with SSE transport Tools | Communication | 56 | 8 |
| ntfy-mcp-server | An MCP (Model Context Protocol) server designed to interact with the ntfy push notification service. It enables LLMs and AI agents to send notifications to your devices with extensive customization options. | Communication;OS Automation | 3 | 1 |
| PayPal-MCP | Serverless PayPal MCP integration on Cloudflare Workers. Handles API requests auth and secure payments with low latency via Cloudflare's edge. Ideal for webhooks payment verification and real-time transactions. Scalable lightweight and secure. | E-commerce & Retail;Finance | 4 | 2 |
| PayPal-MCP-Backdated | A Model Context Protocol (MCP) server for PayPal API integration with backdated commits | Finance | 0 | 1 |
| mcp-server-weibo | A MCP Server for Sina Weibo | Browser Automation;Social Media | 2 | 2 |
| mcp-1panel | mcp-1panel is the Model Context Protocol (MCP) server implementation for 1Panel. | Cloud Platforms;OS Automation | 83 | 12 |
| Github-PR-MCP-server | An MCP server with typescript for github PR analysis | Version Control | 4 | 1 |
| uniswap-trader-mcp | An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. | Finance | 8 | 1 |
| figma-mcp-server | Interacts with Figma file content dev resources comments and webhooks. | Art & Culture | 0 | 0 |
| mcp-databricks-server | MCP Server for Databricks | Cloud Platforms | 16 | 6 |
| terminal-mcp-server | Make LLM can control your PC or Server with ssh or terminal. | OS Automation | 4 | 2 |
| mcp-server-giphy | An implementation of Giphy integration with Model Context Protocol | Image & Video Processing;Entertainment & Media | 6 | 1 |
| bsky-mcp-server | Bluesky MCP (Model Context Protocol) Server | Communication;Social Media | 8 | 3 |
| lucidity-mcp | AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity security issues and more through structured prompts. | Version Control | 26 | 5 |
| OpenSCAD-MCP-Server | Devin's attempt at creating an OpenSCAD MCP Server that takes a user prompt and generates a preview image and 3d file. | Image & Video Processing;File Systems | 16 | 4 |
| Lilith-Shell | An MCP (Model Context Protocol) server that enables AI assistants to execute terminal commands securely. | OS Automation | 0 | 2 |
| hackmd-mcp | A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants. | Note Taking | 16 | 1 |
| pagerduty-mcp-server | PagerDuty MCP Server for LLM Agent Integration | Customer Support;Monitoring | 0 | 3 |
| mythic_mcp | A simple POC to expose Mythic as a MCP server | OS Automation;Security | 45 | 11 |
| SB-MCP | Supabase Model Context Protocol (MCP) server for CRUD operations and Edge Functions | Databases | 1 | 2 |
| mcp-google-ads | An MCP tool that connects Google Ads with Claude AI/Cursor and others allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information performance metrics keyword analytics and ad management—all through simple chat with Claude Cursor or Windsurf. | Marketing | 31 | 9 |
| trading-simulator-mcp | An MCP server designed to work directly with our Recall Multi-Chain Trading Simulator | Finance | 0 | 1 |
| mcp-brex-server | A MCP server for interacting with Brex expense tracking platform | Finance | 2 | 1 |
| anilist-mcp | AniList MCP server for accessing anime and manga data | Search;Art & Culture | 20 | 1 |
| Frontapp-MCP | MCP server and client for Frontapp | Communication;Customer Support | 0 | 1 |
| mcp-sncf | This project provides a modular Python wrapper for the SNCF API with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent journey planning and train information retrieval across France. | Travel & Transportation | 1 | 2 |
| PHPocalypse-MCP | MCP server for vibe developers that are too busy to run tests and static analysis. | Monitoring | 1 | 2 |
| discord-mcp | A Model Context Protocol (MCP) server for the Discord integration with MCP-compatible applications like Claude Desktop. | Communication | 13 | 2 |
| vidu-mcp-server | MCP server for Vidu video generation API | Image & Video Processing | 1 | 1 |
| mcp-turso-cloud | 🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and database-level operations making it easy to manage and query Turso databases directly from LLMs. | Databases;Cloud Platforms | 2 | 2 |
| claude-dev-tools | MCP server stack for Claude that gives it terminal control | OS Automation;File Systems | 2 | 1 |
| freshdesk_mcp | MCP server created for Freshdesk allowing AI models to interact with Freshdesk modules | Customer Support;Communication | 4 | 3 |
| notion-mcp | Notion MCP Server | File Systems | 0 | 0 |
| minesweeper-mcp-server | An MCP server for playing Minesweeper | Games & Gamification | 106 | 5 |
| container-mcp | A podman ubuntu 24.04 container that serves a MCP server; with file code execution bash shell and more. | Virtualization;OS Automation | 4 | 1 |
| fetcher-mcp | MCP server for fetch web page content using Playwright headless browser. | Browser Automation | 551 | 36 |
| freecad_mcp | FreecadMCP connects Freecad to Claude AI and other MCP-ready tools like Cursor through the Model Context Protocol (MCP) allowing Claude to directly interact with and control Freecad. This integration enables prompt assisted CAD 3d Design. | Image & Video Processing;OS Automation | 40 | 7 |
| mcp_code_executor | The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment. | Developer Tools;Virtualization | 44 | 11 |
| mcp-server-ntopng | ntopng Model Context Protocol Server | Databases;Monitoring | 0 | 1 |
| tidymodels-mcp | This MCP server was developed to improve Cline's agentic workflows by being up-to-date with the public repositories and docs under https://github.com/tidymodels | Research & Data | 1 | 1 |
| notion-mcp-server | Notion MCP Server is a Model Context Protocol (MCP) server implementation that enables AI assistants to interact with Notion's API. This production-ready server provides a complete set of tools. | Note Taking;Databases | 87 | 10 |
| youtube-mcp-server | Servidor MCP para interactuar con la API de YouTube desde Claude y otros asistentes de IA | Entertainment & Media | 1 | 1 |
| solana-mcp | A MCP server to interact with the Solana blockchain with your own private key | Finance | 5 | 1 |
| brasil-api-mcp-server | A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources. | Research & Data | 4 | 1 |
| anki-mcp-server | A model context protocol server that connects to Anki through AnkiConnect | Note Taking;Education & Learning Tools | 34 | 3 |
| mcp-tweetbinder | TweetBinder MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your TweetBinder by Audiense account | Social Media;Research & Data | 3 | 1 |
| enterprise-mcp-server | MCP Server for kicking off and getting status of your crew deployments | Monitoring | 28 | 2 |
| datagouv-mcp-server | MCP server for interacting with Data.gouv.fr API | Research & Data | 5 | 2 |
| genesis-mcp | MCP Server for Genesis World. | Virtualization;Image & Video Processing | 2 | 1 |
| prometheus-mcp-server | A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces. | Monitoring | 26 | 4 |
| substack-mcp | An MCP (Model Context Protocol) server for Substack API integration with Claude and other AI assistants | Communication | 0 | 1 |
| mcp-shodan | The Shodan MCP Server by ADEO Cybersecurity Services provides cybersecurity professionals with streamlined access to Shodan's powerful reconnaissance capabilities through an intuitive Model Context Protocol interface. It enables efficient asset discovery vulnerability assessment and security monitoring through 11 consolidated analysis prompts. | Security | 4 | 6 |
| mcp-webdav-server | Model Context Protocol (MCP) server that enables CRUD operations on a WebDAV endpoint with basic authentication. | File Systems | 1 | 2 |
| telegram-mcp-server | MCP server implementation for Telegram | Communication | 11 | 5 |
| tinypng-mcp-server | 🧙🏻 Integrated TinyPNG MCP server quickly use TinyPNG through LLMs. | Image & Video Processing | 2 | 3 |
| mindmap-mcp-server | mindmap mcp server artifact | File Systems;Knowledge & Memory | 51 | 5 |
| Filesys | This is a Filesystem MCP server that could allow an LLM to read and list files from a specified directory on your local machine. | File Systems | 1 | 2 |
| flow-mcp-server | Model Context Protocol (MCP) server for Flow blockchain with direct RPC communication | Finance | 0 | 1 |
| mcp-github | This is a GitHub MCP server designed to enable MCP-compatible LLMs such as Claude to communicate with my MCP server and interact with the GitHub API. | Version Control | 0 | 1 |
| mcp-harbor | A mcp server for harbor | Cloud Platforms;Virtualization | 1 | 1 |
| mcp-notion | Global Notion workspace-accessible MCP server for all Notion pages within the workspace | Note Taking | 6 | 1 |
| aws-mcp-server | A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude Cursor and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management. | Cloud Platforms | 57 | 5 |
| token-minter-mcp | An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. | Finance | 9 | 2 |
| mcp-server-code-runner | Code Runner MCP Server | OS Automation | 103 | 13 |
| UnityMCPIntegration | Enable AI Agents to Control Unity | File Systems | 34 | 7 |
| md-pdf-mcp | Markdown To PDF Conversion MCP | File Systems;Note Taking | 6 | 2 |
| 1panel-mcp | A MCP server for automated website deployment to 1Panel (Experimental) | Cloud Platforms | 3 | 1 |
| google-calendar-mcp | Google Calendar MCP server for Claude Desktop integration | Calendar Management | 10 | 1 |
| homebrew-age-mcp-server | Apache AGE MCP Server | Databases | 1 | 1 |
| plausible-mcp-server | A MCP Server for the Plausible API | Monitoring | 0 | 1 |
| code2flow-mcp-server | Code2Flow MCP服务器，用于生成代码调用图并通过MCP协议提供服务 | Version Control | 0 | 1 |
| uniswap-poolspy-mcp | An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks. | Monitoring;Finance | 1 | 1 |
| cloudzero-mcp | Talk to your cloud data using CloudZero API and Model Context Protocol (MCP) server for LLM tool calling | Finance | 1 | 1 |
| mcp-secops-v3 | This is an MCP (Model Context Protocol) server for interacting with Google's Chronicle Security Operations API. | Security;Monitoring | 4 | 2 |
| dbx-mcp-server | working Dropbox MCP server for cursor .47 using simple variable and a simple wrapper | Cloud Storage;File Systems | 0 | 1 |
| mcp-rquest | A MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures. It also supports converting PDF and HTML documents to Markdown for easier processing by LLMs. | Browser Automation | 13 | 1 |
| hass-mcp | Home Assistant MCP Server | Home Automation & IoT | 38 | 4 |
| fused-mcp | Fused MCP Agents: Setting up MCP Servers for Data Scientists | OS Automation | 23 | 7 |
| mcp-jena | mcp server for Apache Jena | Knowledge & Memory | 0 | 1 |
| mcp-server-azure-ai-agents | Model Context Protocol Servers for Azure AI Search | Cloud Platforms | 33 | 3 |
| BSC_MCP_SERVICES | First Mcp Services On BSC | Finance | 0 | 1 |
| MCP-Unreal-Server | A MCP Server implementation for interacting with Unreal Engine instances through remote Python execution. | OS Automation | 3 | 3 |
| mcp-tunnel | MCP server for accessing VM command line with web tunneling | OS Automation;Virtualization | 2 | 1 |
| mcp-server-memos-py | A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching creating retrieving and managing memos. | Note Taking;Knowledge & Memory | 11 | 2 |
| climatiq-mcp-server | A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights. | Monitoring;Research & Data | 1 | 2 |
| mcp-gitlab-server | Enhanced MCP server for GitLab: group projects listing and activity tracking | Version Control | 5 | 3 |
| unsplash-mcp-server | 🔎 A MCP server for Unsplash image search. | Art & Culture;Search | 104 | 11 |
| unity-mcp | A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions. | OS Automation | 1490 | 209 |
| excel-mcp-server | Excel数据处理微服务 | File Systems;Developer Tools | 11 | 3 |
| mcp-mermaid-validator | A Model Context Protocol server that validates and renders Mermaid diagrams. | Image & Video Processing | 9 | 1 |
| mcp-server-rss3 | rss3 + mcp server = 🪄✨ | Social Media | 1 | 1 |
| one-search-mcp | 🚀 OneSearch MCP Server: Web Search & Scraper & Extract Support Firecrawl SearXNG Tavily DuckDuckGo Bing etc. | Browser Automation | 13 | 4 |
| davinci-resolve-mcp | MCP server integration for DaVinci Resolve | Image & Video Processing | 104 | 7 |
| pi-api-mcp-server | MCP (Model Context Protocol) Server for the PI API | Databases;Monitoring | 1 | 2 |
| code-index-mcp | A Model Context Protocol (MCP) server that helps large language models index search and analyze code repositories with minimal setup | Version Control | 4 | 3 |
| mcp-dbs | The MCP Server support your LLMs integrate with SQL Database (SQLite SQL Server Postgres SQL) | Databases | 16 | 1 |
| devhub-cms-mcp | DevHub CMS LLM integration through the Model Context Protocol | File Systems;Location Services | 1 | 2 |
| qgis_mcp | Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop | OS Automation | 424 | 48 |
| crypto-feargreed-mcp | Providing real-time and historical Crypto Fear & Greed Index data | Finance | 12 | 2 |
| pancakeswap-poolspy-mcp | An MCP server that tracks newly created liquidity pools on Pancake Swap | Finance;Monitoring | 1 | 1 |
| lnd-mcp-server | A Model Context Protocol (MCP) for querying Lightning Network node data using natural language. | Finance | 3 | 1 |
| jira-mcp-server | A TypeScript-based MCP server for Jira integration with Cursor | Communication;Developer Tools | 0 | 2 |
| withseismic-mcp | Withseismic MCP Server - Model Control Protocol the ://WITHSEISMIC way | Knowledge & Memory | 9 | 1 |
| mcp-server | MCP server for EventCatalog | Knowledge & Memory | 13 | 1 |
| mcp-codepipeline-server | This is a Model Context Protocol (MCP) server that integrates with AWS CodePipeline allowing you to manage your pipelines through Windsurf and Cascade. The server provides a standardized interface for interacting with AWS CodePipeline services. | Cloud Platforms | 4 | 1 |
| game-asset-mcp | An MCP server for creating 2D/3D game assets from text using Hugging Face AI models. | Image & Video Processing;Games & Gamification | 41 | 6 |
| mcp-browser-use | MCP server for browser-use | Browser Automation | 52 | 7 |
| mcp-azure-devops | A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps services via Python SDK. | Version Control;Developer Tools | 18 | 12 |
| mcp_flutter | MCP server for Dart VM and Flutter | Developer Tools;Browser Automation | 21 | 4 |
| clickhouse-mcp-server | An MCP server implementation that enables Claude AI to interact with Clickhouse databases. | Databases | 0 | 3 |
| mysqldb-mcp-server | An MCP server implementation that enables Claude AI to interact with MySQL databases. | Databases | 2 | 1 |
| dalle-mcp | Uses DALL-E to generate/edit images an MCP (Model Context Protocol) server | Image & Video Processing | 2 | 3 |
| Rootly-MCP-server | Rootly MCP server | Monitoring | 62 | 1 |
| powerplatform-mcp | PowerPlatform Model Context Protocol server | Databases | 8 | 2 |
| imf-data-mcp | This MCP server integrates with the free IMF data API to provide a set of tools and resources for retrieving and processing economic data. It enables users to query datasets fetch time series data and list available indicators and countries making it easier to work with IMF data in a structured and programmatic way. | Finance;Research & Data | 1 | 1 |
| argocd-mcp | An MCP (Model Context Protocol) server that integrates with the ArgoCD API enabling agentic tools to manage ArgoCD through natural language interactions. | Virtualization;Cloud Platforms | 5 | 1 |
| lokka | MCP (Model Context Protocol) for Microsoft 365. Includes support for Microsoft Graph and other services | Communication;Cloud Platforms | 87 | 21 |
| mcp-lambda-layer | An AWS Serverless Application Model that operates as an MCP server via serverless AWS resources | Cloud Platforms | 9 | 2 |
| MCP-Doc | A powerful Word document processing service based on FastMCP enabling AI assistants to create edit and manage docx files with full formatting support. Preserves original styles when editing content. 基于FastMCP的强大Word文档处理服务，使AI助手能够创建、编辑和管理docx文件，支持完整的格式设置功能。在编辑内容时能够保留原始样式和格式，实现精确的文档操作。 | File Systems | 48 | 4 |
| whereami-mcp | A lightweight mcp server that tells you exactly where you are. | Location Services | 1 | 1 |
| whattimeisit-mcp | A lightweight mcp server that tells you exactly what time is it based on your IP. | Location Services | 7 | 1 |
| agent_construct | A multi-tool MCP server implementation for agent tool management. | Knowledge & Memory | 11 | 3 |
| whoami-mcp | A lightweight MCP server that tells you exactly who you are. | Security;OS Automation | 1 | 1 |
| nearby-search-mcp | An MCP server for nearby place searches with IP-based location detection. | Location Services | 5 | 1 |
| mcp-flux-schnell | mcp server for cloudflare flux schnell worker api. | Image & Video Processing;Cloud Platforms | 4 | 1 |
| mysql-mcp-server | A server application designed on top of MCP to interact with Cursor and MySQL. | Databases | 23 | 4 |
| mcp-rss-crawler | RSS Crawler MCP Server | Communication | 4 | 2 |
| openpyxl-mcp-server | A thin wrapper around the OpenPyXl Python library that exposes some of its features as Model Context Protocol (MCP) server. This allows Claude and other MCP clients to fetch data from Excel files. | Databases;File Systems | 8 | 1 |
| replicate-flux-mcp | MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset creation process with AI-powered design generation tailored for developers. | Image & Video Processing | 17 | 3 |
| mcp-gitee | mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools that interact with Gitee's API allowing AI assistants to manage repository issues pull requests etc. | Version Control | 18 | 2 |
| mcp-file-merger | MCP server for merging multiple files into one | File Systems | 5 | 3 |
| minimax-mcp-tools | Model Context Protocol (MCP) server implementation with Minimax API integration | Image & Video Processing;Speech Processing | 39 | 7 |
| superset-mcp | connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk Claude app cursor windsurf | Monitoring | 16 | 6 |
| mcp-k8s-server | This is an MCP kubernetes Server. | Virtualization;Cloud Platforms | 3 | 1 |
| vite-plugin-vue-mcp | Vite plugin that enables a MCP server helping models to understand your Vue app better. | Monitoring | 352 | 18 |
| render-mcp | An unofficial MCP server for Render to help developers ship code faster via Cline Cursor and Windsurf | Cloud Platforms;Virtualization | 3 | 1 |
| mcp-server-ledger | A Model Context Protocol server for interacting with Ledger CLI a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a standardized interface making it easy for AI assistants to help with financial reporting budget analysis and accounting tasks. | Finance | 6 | 1 |
| triliumnext-mcp | MCP server for TriliumNext Notes | Note Taking;Knowledge & Memory | 1 | 2 |
| mcp_server_notify | Send system notification when Agent task is done | OS Automation | 11 | 1 |
| base-mcp | A Model Context Protocol (MCP) server that provides onchain tools for LLMs allowing them to interact with the Base network and Coinbase API. | Finance | 174 | 52 |
| notion-mcp | A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list. | Note Taking | 6 | 1 |
| wordware-mcp | Local MCP server for running Wordware apps | Cloud Platforms | 0 | 1 |
| bing-search-mcp | MCP Server for Bing Search API | Search | 22 | 1 |
| wweb-mcp | WhatsApp Web MCP Server | Browser Automation;Communication | 18 | 3 |
| dune-analytics-mcp | A mcp server that bridges Dune Analytics data to AI agents. | Research & Data;Finance | 14 | 1 |
| excalidraw-mcp | Model Context Protocol (MCP) server for Excalidraw - Work in Progress | Image & Video Processing | 12 | 5 |
| python-mcp-server-client | 支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议） 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai | File Systems | 52 | 10 |
| ida-mcp-server | A Model Context Protocol server for IDA | OS Automation;Databases | 406 | 43 |
| mcp-neo4j-memory-server | MCP Memory Server with Neo4j backend for AI knowledge graph storage | Knowledge & Memory | 2 | 2 |
| mcp-imagegen | MCP Server for Generating images | Image & Video Processing | 3 | 2 |
| algorand-mcp | Algorand Model Context Protocol (Server & Client) | Finance | 25 | 3 |
| scrapling-fetch-mcp | Helps AI assistants access text content from bot-protected websites. MCP server that fetches HTML/markdown from sites with anti-automation measures using Scrapling. | Browser Automation | 11 | 1 |
| sanity-mcp-server | Connect your Sanity content to AI agents. Create update and explore structured content using Claude Cursor and VS Code via the Model Context Protocol. Transform content operations from complex queries to simple conversations—giving your team superpowers without sacrificing structure. | Knowledge & Memory;Databases | 27 | 7 |
| mcp_zoomeye | A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc. | Security | 22 | 3 |
| mcp-server-text-editor | An open source implementation of the Claude built-in text editor tool | File Systems | 11 | 2 |
| mcp-server-ftp | Model Context Protocol server for FTP access | File Systems;Cloud Storage | 3 | 1 |
| cinema4d-mcp | Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling scene creation and manipulation. | Image & Video Processing;Art & Culture | 4 | 2 |
| aws-s3-mcp | MCP server to integrate AWS S3 and LLM | Cloud Storage | 3 | 2 |
| vrchat-mcp | This project is a Model Context Protocol (MCP) server for interacting with the VRChat API. | Games & Gamification;Social Media;Entertainment & Media | 29 | 2 |
| erickwendel-contributions-mcp | A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms | Knowledge & Memory | 73 | 15 |
| terraform-cloud-mcp | A Model Context Protocol (MCP) server that integrates AI assistants with the Terraform Cloud API allowing you to manage your infrastructure through natural conversation | Cloud Platforms | 6 | 1 |
| Wazuh-MCP-Server | An open-source MCP server for integrating Wazuh security data with LLMs (such as the Claude Desktop App). This service authenticates with the Wazuh RESTful API retrieves alerts from Elasticsearch indices transforms events into an MCP-compliant JSON format and exposes an HTTP endpoint for Claude Desktop to fetch real-time security context. | Monitoring;Security | 10 | 3 |
| esxi-mcp-server | A VMware ESXi/vCenter management server based on MCP (Model Control Protocol) providing simple REST API interfaces for virtual machine management. | Virtualization | 9 | 3 |
| file-converter-mcp | A MCP server that provides file conversion tools | File Systems;Image & Video Processing | 3 | 1 |
| swagger-mcp | Swagger to MCP server | OS Automation;Browser Automation | 31 | 3 |
| xiyan_mcp_server | A Model Context Protocol (MCP) server that enables natural language queries to databases | Search;Databases | 55 | 9 |
| zerodha-mcp | Mcp server to connect with zerodha's kite trade apis | Finance | 8 | 1 |
| mcp-histfile | An MCP(Model Context Protocol) Server for retrieving and sharing your bash/zsh history with MCP Client (Cursor Claude etc.) | OS Automation | 1 | 1 |
| astra-db-mcp | An MCP server for Astra DB workloads | Databases | 14 | 9 |
| mcp-agent8 | MCP server for Agent8 | Databases | 0 | 2 |
| whale-tracker-mcp | A mcp server for tracking cryptocurrency whale transactions. | Finance;Monitoring | 9 | 3 |
| tiktok-mcp | Model Context Protocol (MCP) with TikTok integration | Image & Video Processing;Social Media | 23 | 4 |
| mcp-chain-of-draft-server | Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning API design architecture decisions code reviews and implementation planning. | Developer Tools;Knowledge & Memory | 11 | 2 |
| clover-mcp | Enables AI agents to access and interact with Clover merchant data inventory and orders through a secure OAuth-authenticated MCP server. | Security;Finance;E-commerce & Retail | 0 | 1 |
| databricks-mcp-server | A Model Completion Protocol (MCP) server for interacting with Databricks services | Cloud Platforms | 9 | 7 |
| BuildMCPServer | A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity. | Research & Data | 18 | 2 |
| MCP-Github-Mapper | MCP GitHub Mapper is a MCP tool that will map any repository remotely and import the map directly into your code editor. | Version Control | 14 | 4 |
| mcp-unity | MCP Server to integrate Unity Editor game engine with different AI Model clients (e.g. Claude Desktop Windsurf Cursor) | Games & Gamification;Developer Tools | 334 | 38 |
| fledge-mcp | Fledge Model Context Protocol (MCP) Server for Cursor AI integration | Home Automation & IoT | 0 | 1 |
| tmux-mcp | A MCP server for our beloved terminal multiplexer tmux. | OS Automation | 14 | 3 |
| mac_messages_mcp | An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP) allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation attachment processing contact management group chat handling and full support for sending and receiving messages. | OS Automation;Communication | 50 | 3 |
| stock-analysis-mcp | A collection tools to analyze stock tickers for the Model Context Protocol. | Finance;Research & Data | 0 | 1 |
| mcp-find-similar-github-issues | WIP: An MCP server to find related Github Issues | Version Control;Search;Customer Support | 1 | 2 |
| whois-mcp | MCP Server for whois lookups. | Search;Developer Tools | 6 | 5 |
| pushover-mcp | A MCP implementation for sending notifications via Pushover | Communication | 8 | 1 |
| dubco-mcp-server-npm | The (Unofficial) dubco-mcp-server enables AI assistants to manage Dub.co short links via the Model Context Protocol. It provides three MCP tools: create_link for generating new short URLs update_link for modifying existing links and delete_link for removing short links. | Marketing;Browser Automation | 4 | 2 |
| obsidian-mcp | Obsidian MCP (Model Context Protocol) 服务器 | File Systems;Note Taking | 16 | 1 |
| github-pr-mcp | MCP server that fetches GitHub Pull Request comments | Version Control | 3 | 1 |
| mcp-server-auto-commit | An mcp server that auto commits changes and creates commit message in the form of conventional commits (https://www.conventionalcommits.org/en/v1.0.0/) | Developer Tools;Version Control | 13 | 3 |
| perplexity-mcp | A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon | Note Taking | 166 | 12 |
| fastapi_mcp_sse | A working example to create a FastAPI server with SSE-based MCP support | Browser Automation | 27 | 2 |
| google-cloud-mcp | 🤖 A Model Context Protocol (MCP) server for Google Cloud | Cloud Platforms;Monitoring | 15 | 1 |
| MCP-Backup-Server | A Model Context Protocol (MCP) server implementation that provides file backup and restoration capabilities | File Systems | 2 | 1 |
| mcp-explorium | Explorium API MCP Server | Search;Marketing;Customer Data Platforms | 4 | 4 |
| TranscriptionTools-MCP | An MCP server providing intelligent transcript processing capabilities featuring natural formatting contextual repair and smart summarization powered by Deep Thinking LLMs. | Research & Data;Speech Processing;Note Taking | 9 | 3 |
| educhain-ai-agent-kit | This MCP (Model Context Protocol) server is integrated into Claude's MCP and maintained by SailFish | Finance | 3 | 3 |
| nebulagraph-mcp-server | Model Context Protocol Server for NebulaGraph 3.x | Knowledge & Memory | 15 | 2 |
| MCP-Server-for-sensor-device | This project is a Node.js application designed for use with Claude Desktop. It simulates a CO2 sensor device and provides a JSON-RPC server to interact with the device. The application can run in both simulation mode and real mode where it connects to a Raspberry Pi Pico via USB to read CO2 levels. | Monitoring;Home Automation & IoT | 2 | 1 |
| adx-mcp-server | A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces. | Databases;Search;Cloud Platforms | 19 | 6 |
| databutton-mcp | Databutton MCP Server | Developer Tools | 12 | 4 |
| mcp-server-starrocks | StarRocks MCP (Model Context Protocol) Server | Databases | 13 | 7 |
| mcp-server-milvus | Model Context Protocol Servers for Milvus | Databases | 69 | 13 |
| tradovate-mcp-server | Tradovate MCP Server | Finance | 1 | 1 |
| whatsapp-mcp-server | Whatsapp MCP Server implemented in Python | Communication | 5 | 2 |
| mem0-mcp | ✨ mem0 MCP Server: A modern memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server. | Knowledge & Memory | 34 | 3 |
| evm-mcp-server | MCP server that provides LLM with tools for interacting with EVM networks | Finance | 178 | 29 |
| higress-ai-search-mcp-server | An MCP server enhances AI responses with real-time search results via Higress ai-search. | Search;Knowledge & Memory | 5 | 2 |
| google-cloud-healthcare-api-mcp | MCP Server for Google Cloud Healthcare API | Health & Wellness;Cloud Platforms | 2 | 0 |
| playwright-lighthouse-mcp | A MCP server that analyzes web site performance using Playwright and Lighthouse. | Monitoring;Browser Automation | 1 | 1 |
| sensei-mcp | Sensei MCP is a Model Context Protocol (MCP) server that provides expert guidance for Dojo and Cairo development on Starknet. | Developer Tools | 5 | 2 |
| mcp-server | Upstash Model Context Server | Databases | 26 | 4 |
| cve-search_mcp | A Model Context Protocol (MCP) server for querying the CVE-Search API | Research & Data;Security | 6 | 1 |
| logfire-mcp | The Logfire MCP Server is here! :tada: | Monitoring | 44 | 1 |
| barnsworthburning-mcp | A Model Context Protocol (MCP) server for searching barnsworthburning.net. | Search | 0 | 2 |
| glif-mcp-server | Easily run glif.app AI workflows inside your LLM: image generators memes selfies and more. Glif supports all major multimedia AI models inside one app | Developer Tools;Image & Video Processing | 16 | 2 |
| cloudflare-browser-rendering-mcp | This MCP server provides tools for interacting with Cloudflare Browser Rendering allowing you to fetch and process web content for use as context in LLMs directly from Cline or Claude Desktop. | Browser Automation | 5 | 4 |
| fewsats-mcp | Fewsats MCP server | Finance;E-commerce & Retail | 10 | 3 |
| n8n-mcp-server | MCP server that provides tools and resources for interacting with n8n API | OS Automation | 131 | 24 |
| dbhub | Universal database MCP server connecting to MySQL PostgreSQL SQL Server MariaDB SQLite. | Databases | 200 | 24 |
| cloudinary-mcp-server | MCP (Model Context Protocol) server for uploading media to Cloudinary using Claude Desktop | Image & Video Processing;Cloud Storage | 4 | 4 |
| dicom-mcp | Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.) | Research & Data;Health & Wellness | 20 | 5 |
| mcpet | This is a TypeScript-based Model Context Protocol (MCP) server that implements a virtual pet simulation system. It demonstrates core MCP concepts by providing tools for pet care and interaction. | Games & Gamification;Knowledge & Memory | 6 | 1 |
| mcp-omnisearch | 🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily Brave Kagi) AI tools (Perplexity FastGPT) and content processing services (Jina AI Kagi). Combines search AI responses content processing and enhancement features through a single interface. | Search | 20 | 6 |
| hdw-mcp-server | A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API enabling not only data retrieval but also robust management of user accounts. | Social Media | 12 | 3 |
| near-mcp | An MCP server for the NEAR blockchain | Knowledge & Memory;Security;Finance | 11 | 3 |
| autumn-mcp-server | A simple MCP server for https://useautumn.com | Customer Data Platforms;Finance | 5 | 1 |
| protonmail-mcp | This MCP server provides email sending functionality using Protonmail's SMTP service. It allows both Claude Desktop and Cline VSCode extension to send emails on your behalf using your Protonmail credentials. | Communication | 5 | 3 |
| bitrefill-mcp-server | A Model Context Protocol Server connector for Bitrefill public API to enable AI agents to search and shop on Bitrefill. | E-commerce & Retail;Finance | 3 | 1 |
| todo-list-mcp | An MCP server for managing todos within LLMs created for educational purposes | Note Taking;Knowledge & Memory | 7 | 2 |
| agentql-mcp | Model Context Protocol server that integrates AgentQL's data extraction capabilities. | Search;Browser Automation | 42 | 5 |
| mcp-server-python | Inkeep MCP Server | Knowledge & Memory | 5 | 1 |
| MCPControl | MCP server for Windows OS automation | OS Automation | 40 | 7 |
| jvm-mcp-server | This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform enabling AI models to better interact with the Java ecosystem. | Monitoring;OS Automation | 47 | 7 |
| mcp-dingding-bot | MCP Server for send text/markdown message via dingding (aka dingtalk) group custom robot | Communication | 2 | 1 |
| cryptopanic-mcp-server | Provide latest cryptocurrency news to AI agents. | Search;Finance | 18 | 5 |
| omniparser-autogui-mcp | Automatic operation of on-screen GUI. | OS Automation;Browser Automation;Image & Video Processing | 27 | 3 |
| firebase-mcp | 🔥 Model Context Protocol (MCP) server for Firebase. | Cloud Storage;Databases | 69 | 14 |
| mcp-mistral-ocr | Model Context Protocol (MCP) Server for Mistral OCR API | Image & Video Processing | 10 | 3 |
| Windows-Command-Line-MCP-Server | This server creates a secure bridge between Claude and your computer's command-line functionality. | OS Automation;Developer Tools | 3 | 4 |
| Gitingest-MCP | mcp server for gitingest | Version Control | 14 | 3 |
| adspirer-mcp-server | Model context Protocol (MCP) server for Adspirer | E-commerce & Retail;Marketing | 3 | 1 |
| openai-websearch-mcp | openai websearch tool as mcp server | Browser Automation | 32 | 4 |
| greptimedb-mcp-server | A Model Context Protocol (MCP) server implementation for GreptimeDB | Databases | 12 | 3 |
| mac-shell-mcp | An MCP (Model Context Protocol) server for executing macOS terminal commands with ZSH shell. This server provides a secure way to execute shell commands with built-in whitelisting and approval mechanisms. | OS Automation | 2 | 2 |
| mssql-mcp | mssql mcp server | Research & Data | 19 | 5 |
| vectorize-mcp-server | Official Vectorize MCP Server | Search;Research & Data | 38 | 4 |
| nile-mcp-server | MCP server for Nile Database - Manage and query databases tenants users auth using LLMs | Databases | 14 | 4 |
| opik-mcp | Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts projects traces and metrics. | Developer Tools;Knowledge & Memory | 49 | 4 |
| gateway | Universal MCP-Server for your Databases optimized for LLMs and AI-Agents. | Databases | 233 | 16 |
| mcp-dingdingbot-server | 钉钉webhook MCP server | Communication | 17 | 1 |
| mcp-github | Github MCP Server | Version Control | 1 | 0 |
| basic-memory | Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer giving you full control and ownership of your data. Integrates directly with Obsidan.md | File Systems;Note Taking;Knowledge & Memory | 468 | 36 |
| claude-code-mcp | MCP Server connects with claude code local command. | OS Automation | 11 | 0 |
| mcp | Appwrite’s MCP server. Operating your backend has never been easier. | Databases;Cloud Platforms | 35 | 8 |
| image-tools-mcp | A Model Context Protocol (MCP) service for retrieving image dimensions supporting both URL and local file sources. | File Systems;Image & Video Processing | 2 | 1 |
| mcp-zenml | MCP server to connect an MCP client (Cursor Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines | Cloud Platforms | 16 | 4 |
| mcp-timeplus | Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data Kafka topics and Iceberg tables efficiently. Enhance your data workflows with a user-friendly interface and robust backend capabilities. | Monitoring;Databases | 7 | 1 |
| mssql-mcp-server | MCP server for MS SQL Server | Databases | 13 | 5 |
| mcp-server-ragdocs | An MCP server that provides tools for retrieving and processing documentation through vector search both locally or hosted. Enabling AI assistants to augment their responses with relevant documentation context. | Knowledge & Memory;Research & Data | 17 | 2 |
| nuanced-mcp | A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced library | Version Control | 8 | 3 |
| eventbrite-mcp | Model Context Protocol (MCP) server for Eventbrite. | Entertainment & Media;Social Media;Search | 2 | 2 |
| Letta-MCP-server | MCP server to manage letta server and comunicate with agents | Knowledge & Memory | 9 | 2 |
| NASA-MCP-server | A Model Context Protocol (MCP) server for NASA APIs providing a standardized interface for AI models to interact with NASA's vast array of data sources. | Search;Research & Data | 13 | 2 |
| mcp-server | MCP Server for Windsurf | Image & Video Processing;Version Control | 6 | 2 |
| elasticsearch7-mcp-server | elasticsearch7 mcp server | Databases;Search | 1 | 3 |
| mcp-server-ietf | A Model Context Protocol server for fetching IETF documents (RFCs) for Large Language Models. | Research & Data | 0 | 1 |
| mcp-sentry | A Model Context Protocol server for retrieving and analyzing issues from Sentry.io | Monitoring | 12 | 3 |
| sketchfab-mcp-server | This is an MCP (Model Context Protocol) Server for discovering and downloading 3D models | Art & Culture | 23 | 4 |
| server-hyperliquid | MCP Hyperliquid (https://app.hyperliquid.xyz) server | Finance | 10 | 2 |
| iMCP | A macOS app that provides an MCP server to your Messages Contacts and more | Location Services;Calendar Management | 376 | 13 |
| multi-service-mcp-server | an MCP server for the services I like to use with AI agents which you should probably fork and modify for your own use. No PRs accepted this is just for me. Not private because you or a bot might get something out of what you see here. | Version Control;Browser Automation;Knowledge & Memory | 3 | 1 |
| linear-mcp-server | MCP server for Linear integration | Communication | 2 | 1 |
| mcp-ethers-server | A full implementation of Ethers as an AI tool for the model context protocol | Finance;Cloud Platforms;Developer Tools | 4 | 8 |
| dbx-mcp-server | MCP Server for Dropbox | Cloud Storage;File Systems | 3 | 3 |
| perplexity-mcp | A Perplexity MCP server based on https://github.com/jaacob/perplexity-mcp which includes additional tools supporting domain filtering search recency and model routing | Search;Browser Automation | 0 | 1 |
| ragie-mcp-server | Ragie Model Context Protocol Server | Knowledge & Memory;Search | 8 | 5 |
| ticktick-mcp | MCP server that interacts with TickTick via the TickTick Open API | Note Taking;Calendar Management | 18 | 8 |
| connectwise-mcp-server | connectwise-mcp-server to use with Claude Desktop | Customer Support | 1 | 2 |
| Yuque-MCP-Server | Yuque mcp server | Note Taking;Knowledge & Memory | 9 | 4 |
| task-mcp-server | A MCP Task Server | Browser Automation | 1 | 2 |
| mcp-send-email | Send emails directly from Cursor with this email sending MCP server | Communication | 294 | 32 |
| mcp-server | Inkdrop Model Context Protocol Server | Note Taking | 16 | 5 |
| workers-mcp-demo | cloudflare workers MCP server | Cloud Platforms | 27 | 5 |
| MCP-Server-for-MAS-Developments | MCP Server including Clients and Agents | Security;Knowledge & Memory | 4 | 2 |
| bazel-mcp-server | MCP server for Bazel | Version Control;OS Automation | 2 | 1 |
| mcp-server-neon | MCP server for interacting with Neon Management API and databases | Databases | 172 | 28 |
| things-fastmcp | Enhanced FastMCP implementation of the Things MCP server for Claude and Windsurf | Note Taking | 6 | 3 |
| mcp-server-qdrant | An official Qdrant Model Context Protocol (MCP) server implementation | Databases;Search | 424 | 48 |
| openfga-mcp | A Model Context Protocol (MCP) server providing tools to read search and manipulate OpenFGA stores programmatically via Large Language Models (LLMs.) | Security | 7 | 1 |
| mcp-server | An MCP server for interacting with the Financial Datasets stock market API. | Finance | 190 | 28 |
| jira-mcp-server | A model context protocol server for Jira API | Version Control | 2 | 0 |
| mcp-server-semgrep | MCP Server Semgrep is a Model Context Protocol compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis security vulnerability detection and code quality improvements directly through a conversational interface. | Security | 8 | 3 |
| mcp-idb | MCP server for fb-idb bridge. | Developer Tools;Virtualization;OS Automation | 3 | 2 |
| mcp-fathom-analytics | MCP server for Fathom Analytics | Monitoring | 1 | 2 |
| chrome-debug-mcp | An MCP server to allow you to debug webpages using LLMs | Browser Automation | 21 | 4 |
| openai-mcp | OpenAI Code Assistant Model Context Protocol (MCP) Server | Cloud Platforms;Communication | 18 | 5 |
| gitee-mcp-server | Let AI operate Gitee Repositories / Issues / Pull Requests for you through MCP | Version Control | 4 | 2 |
| docker_mcp | MCP Server for docker container creation and code execution | Virtualization | 0 | 1 |
| story-mcp-hub | An MCP server for the Story SDK and Storyscan Block Explorer | Cloud Platforms;Security | 11 | 4 |
| Google-Search-MCP-Server | MCP Server built for use with VS Code / Cline / Anthropic - enable google search and ability to follow links and research websites | Browser Automation;Search | 36 | 16 |
| woocommerce-mcp-server | A WooCommerce (MCP) Model Context Protocol server | E-commerce & Retail | 15 | 10 |
| hana-mcp-server | Model Context Server Protocol for your HANA DB | Cloud Platforms | 0 | 3 |
| mcp-server-gsc | A Model Context Protocol (MCP) server providing access to Google Search Console | Search;Monitoring;Marketing | 17 | 4 |
| terminal_server | MCP server that can execute terminal commands | OS Automation | 7 | 2 |
| DevDocs | Completely free private UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor Windsurf Cline Roo Code Claude Desktop App | Knowledge & Memory | 1037 | 94 |
| coolify-mcp | MCP server for Coolify | Virtualization;Cloud Platforms | 3 | 3 |
| MCP-image-gen | MCP server that connects to Replicate image generation api - example to connect to Windsurfer | File Systems;Image & Video Processing | 0 | 2 |
| browser-use-mcp-server | Browse the web directly from Cursor etc. | Browser Automation | 263 | 30 |
| shadcn-ui-mcp-server | MCP server for shadcn/ui component references | Search | 16 | 3 |
| mcp-lighthouse | An MCP server for chatting with your Lighthouse portfolio | Finance;Knowledge & Memory | 1 | 2 |
| mcp-flutterwave | MCP Server to interact with flutterwave | Finance;E-commerce & Retail | 0 | 1 |
| meme-mcp | A simple Model Context Protocol (MCP) server for generating memes using the ImgFlip API | Image & Video Processing | 20 | 2 |
| memory-bank-mcp | MCP Server para gerenciar o Memory Bank | Knowledge & Memory;Note Taking | 22 | 5 |
| handwriting-ocr-mcp-server | Model Context Protocol (MCP) Server for Handwriting OCR | File Systems;Image & Video Processing | 1 | 1 |
| onesignal-mcp | A Model Context Protocol (MCP) server for interacting with the OneSignal API | Communication | 1 | 1 |
| mcp-ripgrep | An MCP server to wrap ripgrep | File Systems;Search | 7 | 1 |
| garmin_mcp | MCP server to access Garmin data | Health & Wellness | 4 | 2 |
| tfmcp | 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations analyzing plans applying configurations and managing state with Claude Desktop integration. ⚡️ | Cloud Platforms | 209 | 8 |
| mcp-tool-kit | Agentic abstraction layer for building high precision vertical AI agents written in python for Model Context Protocol. | File Systems | 49 | 3 |
| YaraFlux | A yara based MCP Server | Security;File Systems | 9 | 1 |
| mcp-server | MCP server for usegrant | Developer Tools;Security | 0 | 1 |
| mcp-server-tembo | MCP server for Tembo Cloud's platform API | Databases;Cloud Platforms | 8 | 4 |
| consolespy | This tool captures browser console logs and makes them available to Cursor IDE through the Model Context Protocol (MCP). | Browser Automation;Monitoring | 7 | 2 |
| xcodebuild | MCP tool for building Xcode iOS workspace/project and feeding back error to LLMs. | Developer Tools | 41 | 1 |
| mermaid-mcp-server | A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images | Image & Video Processing | 30 | 4 |
| prometheus_mcp_server | A Model Context Protocol (MCP) server enabling LLMs to query analyze and interact with Prometheus databases through predefined routes. | Monitoring;Databases | 24 | 4 |
| Langflow-DOC-QA-SERVER | A Model Context Protocol server for document Q&A powered by Langflow . It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. | Research & Data;Search | 5 | 3 |
| ledger-mcp-server | MCP Server for my ledger | Finance | 3 | 0 |
| mcp-snyk | MCP Server for Snyk Security Scanning | Version Control;Security | 5 | 5 |
| retrieval-augmented-thinking | MCP server for retrieval augmented thinking and problem solving | Research & Data;Knowledge & Memory | 11 | 3 |
| Quickchart-MCP-Server | A Model Context Protocol server for generating charts using QuickChart.io . It allows you to create various types of charts through MCP tools. | Developer Tools | 31 | 4 |
| anki-mcp-server | A Model Context Protocol (MCP) server that enables LLMs to interact with Anki flashcard software through AnkiConnect. | Education & Learning Tools;Knowledge & Memory;Note Taking | 10 | 5 |
| ntropy-mcp | Ntropy MCP server | Finance | 0 | 2 |
| argus | A Model Context Protocol (MCP) server for analyzing GitLab repositories and performing security assessments. | Security;Version Control | 1 | 1 |
| neon-mcp | Lightweight MCP server to give your Cursor Agent access to the Neon API | Cloud Platforms | 6 | 2 |
| mcp-figma | An mcp server that efificiently generates a node tree and related metadata for a figma node. | Developer Tools | 2 | 2 |
| mcp-kibela | MCP server implementation that enables AI assistants to search and reference Kibela content | Note Taking;Knowledge & Memory | 10 | 3 |
| mcp-server-siri-shortcuts | MCP for calling Siri Shorcuts from LLMs | OS Automation | 103 | 7 |
| Jira-Context-MCP | MCP server to provide Jira Tickets information to AI coding agents like Cursor | Monitoring;Customer Support | 12 | 5 |
| coding-standards-mcp | MCP Server for Coding Standards - providing standardized coding guidelines and best practices | Education & Learning Tools;Note Taking | 3 | 0 |
| cloudflare-api-mcp | Lightweight MCP server to give your Cursor Agent access to the Cloudflare API. | Security;Cloud Platforms | 16 | 3 |
| vercel-api-mcp | Lightweight MCP server to give your Cursor Agent access to the Vercel API. | Developer Tools;Cloud Platforms | 6 | 4 |
| zotero-mcp-server | MCP server to expose local zotero repository to MCP clients | Note Taking;Research & Data | 6 | 1 |
| workos-mcp | Lightweight MCP server to give your Cursor Agent access to the WorkOS API. | Cloud Platforms | 3 | 1 |
| stealth-browser-mcp | A MCP Server that provides browser access through playwright with "stealth mode" enabled. | Image & Video Processing;Browser Automation | 9 | 3 |
| mcp-sap-gui | MCP server that allows simple SAP GUI interaction for LLM models using simulated mouse clicks and keyboard input. | OS Automation | 16 | 5 |
| terminal-controller-mcp | A Model Context Protocol (MCP) server that enables secure terminal command execution directory navigation and file system operations through a standardized interface. | OS Automation;File Systems | 20 | 5 |
| lichess-mcp | A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Lichess chess platform through natural language. Play games analyze positions manage your account and participate in tournaments—all by simply talking to Claude. | Games & Gamification | 1 | 2 |
| verodat-mcp-server | Verodat MCP Server Implementation | Databases;Knowledge & Memory | 1 | 1 |
| together-mcp-server | MCP server enabling high-quality image generation via Together AI's Flux.1 Schnell model. | Image & Video Processing | 8 | 2 |
| frontend-review-mcp | MCP server that visually reviews your agent's design edits | Image & Video Processing;Browser Automation | 22 | 6 |
| mcp-3D-printer-server | Connects MCP to major 3D printer APIs (OctoPrint Klipper Duet Repetier Bambu Prusa Creality). Control prints monitor status and perform advanced STL operations like scaling rotation sectional editing and base extension. Includes slicing and visualization. | Virtualization;Developer Tools;OS Automation | 16 | 4 |
| claude-mcp-trello | A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards. | Communication | 3 | 4 |
| matlab-mcp-server | The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations generate MATLAB scripts from natural language descriptions and access MATLAB documentation. | Research & Data;Developer Tools | 16 | 5 |
| package-documentation-mcp | MCP Server to retrieve documentation for a package | Developer Tools;Search | 12 | 2 |
| datagov-mcp-server | An MCP server for accessing data from Data.gov providing tools and resources for interacting with government datasets. | Search;Databases;Research & Data | 5 | 1 |
| verge-news-mcp | MCP server for The Verge news RSS feed | Browser Automation;Entertainment & Media;Search | 1 | 1 |
| memory-bank-mcp | A Model Context Protocol (MCP) server implementation for remote memory bank management inspired by Cline Memory Bank. | File Systems;Knowledge & Memory | 148 | 7 |
| biomart-mcp | A MCP server to interface with Biomart | Databases;Research & Data | 0 | 1 |
| teamretro-mcp-server | Model Context Protocol (MCP) server for TeamRetro integration. | Developer Tools;Communication | 0 | 2 |
| dicom-mcp-server | A server for managing contextual data in DICOM tools supporting medical imaging and machine learning workflows. | Health & Wellness;Communication;Monitoring | 2 | 0 |
| oura-mcp-server | MCP server for Oura API integration | Health & Wellness | 9 | 4 |
| BC-MCP | An attempt at creating a BC MCP server | Version Control | 2 | 0 |
| aws-athena-mcp | MCP server to run AWS Athena queries | Databases;Search;Cloud Platforms | 7 | 5 |
| DeltaTask | A powerful MCP (Model Context Protocol) server for Claude Desktop integrating task management SQLite and Obsidian visualization. | Databases;Note Taking | 4 | 3 |
| mcp-server-box | An MCP server capable of interacting with the Box API | Cloud Storage | 12 | 3 |
| godot-mcp | MCP server for interfacing with Godot game engine. Provides tools for launching the editor running projects and capturing debug output. | OS Automation | 261 | 24 |
| mcp-server-ai-vision | A Model Context Protocol server for AI vision analysis using Gemini Vision API | Image & Video Processing;File Systems | 0 | 1 |
| mcp-server-smtp | A Model Context Protocol server for SMTP email services | Communication | 1 | 6 |
| together-ai-image-server | The server acts as a bridge between MCP-compatible assistants and Together AI's image generation capabilities. | Image & Video Processing | 2 | 3 |
| mcp-summarizer | MCP Server for AI Summarization | Research & Data;Search | 59 | 7 |
| mcp-server-isitdown | An MCP server that checks if a website is currently down by querying the website https://www.isitdownrightnow.com | Browser Automation;Monitoring | 0 | 2 |
| cloudflare-browser-rendering | This project demonstrates how to use Cloudflare Browser Rendering to extract web content for LLM context. It includes experiments with the REST API and Workers Binding API as well as an MCP server implementation that can be used to provide web context to LLMs. | Browser Automation;Search | 3 | 2 |
| whimsical-mcp-server | MCP server for creating whimsical boards from an LLM context | Image & Video Processing | 7 | 2 |
| worldpay-mcp | MCP Server for Worldpay APIs | Finance | 0 | 0 |
| notionMCP | Node based Notion MCP server | Databases;Note Taking;Knowledge & Memory | 8 | 2 |
| mcp_python_toolbox | A Model Context Protocol (MCP) server that provides a comprehensive set of tools for Python development | File Systems | 1 | 1 |
| earthdata-mcp-server | 🌎 ✨ Earthdata MCP Server | Research & Data;Location Services | 8 | 2 |
| hex-mcp | A MCP server to interact with Hex projects | Research & Data | 0 | 2 |
| excel-mcp-server | A Model Context Protocol (MCP) server that reads and writes MS Excel data | File Systems | 74 | 10 |
| filesystem-mcp-server | A Model Context Protocol (MCP) server that provides filesystem operations for Claude AI | File Systems | 1 | 4 |
| mcp-reddit | A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content. | Social Media | 46 | 7 |
| mcp-redmine | A redmine MCP server covering close to 100% of redmines API | Developer Tools;Version Control | 6 | 3 |
| clickup-mcp-server | ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol | Communication;Developer Tools | 0 | 0 |
| mixpanel-mcp | MCP Server for Mixpanel API (talk to your Mixpanel data) | Marketing;Research & Data;Monitoring | 6 | 3 |
| Outlook_Calendar_MCP | A Model Context Protocol (MCP) server that allows Claude to access and manage your local Microsfot Outlook calendar (Windows only). | Calendar Management | 13 | 3 |
| trino_mcp | MCP Server for Trino | Search;Databases;Research & Data | 4 | 2 |
| mysql-mcp-server | mcp server accessing MySQL database | Databases;Virtualization | 5 | 1 |
| gatherings-mcp | This is a TypeScript-based MCP server which wraps around a python script. together it helps track expenses and payments for social events making it easy to calculate reimbursements and settle balances between friends. | Finance | 0 | 1 |
| tfnsw-realtime-alerts-mcp-server | A Model Context Protocol (MCP) server for TfNSW's realtime alerts API | Travel & Transportation | 6 | 1 |
| mcp-google-workspace | MCP Server for Gmail and Calendar | Calendar Management;Communication | 6 | 5 |
| mcp-server-strava | Интеграция Strava API с Model Context Protocol SDK | Health & Wellness | 0 | 1 |
| ntropy-mcp | MCP server for enriching banking data using the Ntropy API | Finance | 2 | 0 |
| dbt-semantic-layer-mcp-server | MCP Server for querying DBT Semantic Layer | Research & Data;Databases | 8 | 1 |
| mcp-memory-custom | simple memory mcp server with custom memory location | Knowledge & Memory | 2 | 3 |
| linear-mcp | Enables AI agents to manage issues projects and teams on the Linear platform programmatically. | Developer Tools;Version Control | 38 | 11 |
| mcp-decent-sampler-drums | A Model Context Protocol server for generating DecentSampler drum kit configurations. | Image & Video Processing | 1 | 2 |
| system_information_mcp | DevEnvInfoServer - Cursor MCP Server for Development Environment Information | Monitoring | 2 | 0 |
| senechal-mcp | Thi sis a companion MCP server for the Senechal project | Research & Data;Health & Wellness | 0 | 1 |
| hn-mcp | Hacker News MCP Server | Browser Automation;Search;Social Media | 4 | 2 |
| Open-Ledger-MCP-Server | A Model Context Protocol (MCP) server implementation for the OpenLedger API. This server provides structured context to AI models according to the MCP specification. | Databases;Finance | 8 | 0 |
| markdownify-mcp-utf8 | MCP Markdownify Server with UTF-8 Support - Enhanced version with better multilingual handling | Developer Tools;File Systems | 6 | 2 |
| gibber-mcp | Tiny MCP server with cryptography tools sufficient to establish end-to-end encryption between LLM agents | Security;Communication | 171 | 18 |
| github-mcp-server | A model context protocol server for GitHub API | Version Control | 1 | 0 |
| servicenow-mcp | MCP Server for ServiceNow | Customer Support | 37 | 25 |
| activitywatch-mcp-server | Model Context Protocol server for ActivityWatch time tracking data | OS Automation;Knowledge & Memory;Monitoring | 5 | 3 |
| mcp-docling | An MCP server to help you "play with your documents" via Docling 🐥 | File Systems;Image & Video Processing | 7 | 2 |
| mcp-apple-notes | MCP server for Apple Notes integration with Cursor IDE | Note Taking | 2 | 1 |
| mcp-server-fs | MCP server providing basic file system operations. Supports navigation reading writing and analyzing files. | File Systems | 3 | 2 |
| mcp-server-triplewhale | Triplewhale MCP Server | Finance;E-commerce & Retail | 0 | 1 |
| mcp-dblp | A Model Context Protocol (MCP) server that provides access to the DBLP computer science bibliography database for Large Language Models. | Search;Research & Data;Databases | 1 | 2 |
| puzzlebox | An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes. | Knowledge & Memory | 9 | 1 |
| chain-of-draft | Chain of Draft (CoD) MCP Server: An MCP server implementation of the Chain of Draft reasoning approach for more efficient LLM reasoning. | Research & Data | 5 | 4 |
| emergency-medicare-planner-mcp-server | emergency-medicare-planner-mcp-server | Search;Location Services;Health & Wellness | 4 | 2 |
| terraform-mcp-server | Terraform Registry MCP Server | Cloud Platforms | 44 | 9 |
| mcp-email-server | IMAP and SMTP via MCP Server | Communication | 20 | 6 |
| fireflies-mcp | An MCP server for fireflies | Communication;Note Taking | 0 | 2 |
| numpy-mcp | A Model Context Protocol (MCP) server for numerical computations with NumPy | Research & Data | 1 | 0 |
| mcp-evm-signer | MCP server for managing EVM keys and deploying smart contracts via Infura | Security;Finance | 0 | 0 |
| code-explainer-mcp | A Cloudflare Worker that serves as an MCP (Model Context Protocol) server for code explanation. It analyzes and explains code with a comprehensive breakdown of structure and functionality. | Cloud Platforms;Version Control | 2 | 1 |
| rember-mcp | A Model Context Protocol (MCP) server for Rember. | Education & Learning Tools;Knowledge & Memory | 25 | 3 |
| mcp-server-notion | A Model Context Protocol server wrapping the official Notion SDK | Knowledge & Memory;Note Taking | 7 | 4 |
| powerpoint | A MCP Server for creating Powerpoint Presentations | File Systems;Image & Video Processing | 73 | 9 |
| mcp-server-opendal | Model Context Protocol Server for Apache OpenDAL™ | Cloud Storage;File Systems | 27 | 3 |
| mongodb-mcp | MongoDB MCP Server | Databases | 3 | 2 |
| nexus-mcp-claude-desktop-server | NEXUS MCP- Simple MCP server for Claude Desktop | File Systems | 6 | 1 |
| wanaku | Wanaku MCP Router | Cloud Platforms | 58 | 16 |
| mcp | The registry mcp server updates your resume while you code | Version Control;Developer Tools | 31 | 5 |
| git-mcp | MCP server for local git repositories | Version Control;File Systems | 0 | 2 |
| mcp-unix-manual | An MCP server that provides Unix command documentation directly within LLMs conversations. | OS Automation | 1 | 2 |
| zoom_transcript_mcp | An MCP server for interacting with Zoom Cloud Recording transcripts | File Systems;Communication;Search | 2 | 3 |
| alpaca-mcp-server | Model Context Protocol (MCP) server for Alpaca trading API | Finance | 7 | 6 |
| emqx-mcp-server | A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction. | Monitoring;Developer Tools;Communication | 11 | 3 |
| graphlit-mcp-server | Model Context Protocol (MCP) Server for Graphlit Platform | Communication;Knowledge & Memory | 184 | 21 |
| gatherings-mcp-python | The Gatherings MCP Server provides an API that allows AI assistants to interact with the Gatherings application through the Machine Conversation Protocol. This enables AI systems to help users manage shared expenses for social events outings or any gathering where costs are split among participants. | Finance | 0 | 1 |
| valyu-mcp-js | Typescript implementation of MCP server for Valyu Network API (https://docs.valyu.network/api-reference) | Knowledge & Memory;Search | 0 | 2 |
| linear-mcp | MCP server for Linear (https://linear.app) forked from ibraheem4/linear-mcp (https://github.com/ibraheem4/linear-mcp) | Version Control | 2 | 2 |
| mcp-atlassian | MCP server for Atlassian (Confluence & Jira) | Customer Support;Version Control | 3 | 3 |
| mcp-sumologic | MCP server for Sumologic | Virtualization;Monitoring | 2 | 1 |
| ClaudeHopper | A macOS menu bar application that helps manage MCP (Model Context Protocol) servers for Claude Desktop. | File Systems | 1 | 1 |
| mcp-server-supos | mcp server sopos open-api | Cloud Platforms;Databases | 7 | 3 |
| mcp-duckdb-memory-server | MCP Memory Server with DuckDB backend | Databases;Knowledge & Memory | 17 | 3 |
| scrapegraph-mcp | ScapeGraph MCP Server | Search;Browser Automation | 19 | 2 |
| fastmcp-todo-server | Simple MCP server to provide my Local Cursor with access to add items to my MongoDB todo list | Communication | 3 | 1 |
| convex-backend | The open-source reactive database for app developers | Databases | 3663 | 174 |
| mcp-server-salesforce | An MCP (Model Context Protocol) server implementation that integrates Claude with Salesforce enabling natural language interactions with your Salesforce data and metadata. This server allows Claude to query modify and manage your Salesforce objects and records using everyday language. | Databases;Customer Data Platforms | 5 | 1 |
| railway-mcp | An unofficial and community-built MCP server for integrating with https://railway.app | Developer Tools;Cloud Platforms;Virtualization | 24 | 5 |
| focus_mcp_data | The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities. | Research & Data | 3 | 0 |
| focus_mcp_sql | A NL2SQL plugin based on FocusSearch keyword parsing offering greater accuracy higher speed and more reliability! | Databases | 10 | 1 |
| BigGo-MCP-Server | BigGo MCP Server utilizes APIs from BigGo a professional price comparison website. | E-commerce & Retail;Search | 7 | 3 |
| MCP-searxng | MCP server for connecting agentic systems to search systems via searXNG | Search | 56 | 9 |
| mcp-simple-timeserver | Simple solution to give Claude ability to check current time via MCP | OS Automation | 9 | 5 |
| mcp-server-multiverse | A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. | Virtualization | 43 | 6 |
| mcp-simple-pubmed | MCP server for searching and querying PubMed medical papers/research database | Research & Data | 61 | 11 |
| xcode-mcp-server | MCP Server implementation for Xcode integration | OS Automation | 149 | 14 |
| mcp-server-commands | Model Context Protocol server to run commands | OS Automation;Developer Tools | 101 | 20 |
| actors-mcp-server | Model Context Protocol (MCP) Server for Apify's Actors | Social Media;E-commerce & Retail;Browser Automation | 147 | 14 |
| mcp-git-ingest | A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files. | Version Control | 130 | 15 |
| mcp-obsidian | A connector for Claude Desktop to read and search an Obsidian vault. | Note Taking | 653 | 42 |
| mcp-twikit | A Model Context Protocol (MCP) server for interacting with Twitter. | Social Media;Communication | 136 | 19 |
| mcp-server-cloudflare | Cloudflare MCP server for IDE ( Cline Windsurf Cursor etc ) | Cloud Platforms | 7 | 2 |
| encoding-devops | MCP Encoding DevOps | Monitoring | 1 | 2 |
| mcp-blockchain-query | 🤖 MCP server for querying BTC data via Blockchain.com APIs | Finance | 0 | 1 |
| mcp-neovim-server | Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library | Developer Tools | 110 | 8 |
| duckduckgo-mcp-server | A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo with additional features for content fetching and parsing. | Browser Automation | 75 | 14 |
| dart-mcp-server | A Model Context Protocol server implementation for Dart task management system | OS Automation;Developer Tools | 3 | 3 |
| mcp-server-taskwarrior | MCP Server for TaskWarrior! | Note Taking;Knowledge & Memory | 6 | 2 |
| create-mcp | CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools. | Cloud Platforms | 30 | 6 |
| harvest-mcp-server | An MCP server for natural language time entry in Harvest | Calendar Management;OS Automation;Developer Tools | 0 | 2 |
| mcp-apple-notes | MCP server for apple notes | Note Taking | 2 | 1 |
| mcp_practice | a mcp server | Note Taking | 0 | 1 |
| mcp-server-monday | MCP Server to interact with Monday.com boards and items | Developer Tools;Communication | 20 | 8 |
| chroma-mcp | A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma | Databases;Knowledge & Memory | 75 | 11 |
| mcp-server-metamcp | MCP Server MetaMCP manages all your other MCPs in one MCP. | Developer Tools | 55 | 10 |
| mcp-security-audit | A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. | Databases;Security;Developer Tools | 24 | 3 |
| dart-mcp-server | Dart AI Model Context Protocol (MCP) server | Note Taking;Knowledge & Memory | 35 | 5 |
| contentful-delivery-mcp | Contentful MCP Server for Delivery API | Note Taking;Search | 3 | 1 |
| mcp-server-serper | Serper MCP Server supporting search and webpage scraping | Browser Automation;Search | 9 | 5 |
| mcp-morpho-server | A morpho server for the model context protocol | Cloud Platforms;Finance | 0 | 4 |
| mcp-rocq | RoCQ (Coq Reasoning Server) | Research & Data | 3 | 1 |
| clever-doc-mcp-server | This MCP demo Server based on FastMCP exposes Clever Cloud's Documentation | Cloud Platforms | 0 | 3 |
| lightning-mcp | Ligthning Network MCP server. | Finance | 3 | 2 |
| markitdown_mcp_server | A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility. | File Systems;Developer Tools | 12 | 2 |
| mcp-ip-geolocator | MCP server providing IP geolocation via IP-API.com. Free no API key required. | Location Services | 0 | 2 |
| ghost-mcp-server | A Model Context Protocol (MCP) server that integrates with the Ghost Admin API. This server enables programmatic access to Ghost CMS features including post management page management member management and more. | Marketing | 2 | 3 |
| Gmail-mcp-server | A model context protocol server for your Gmail | Communication | 9 | 1 |
| youtube-music-mcp-server | This is a MCP (Model Context Protocol) server that you can use with Cline through Visual Studio Code and ask songs to be played using Youtube Music | Browser Automation;Entertainment & Media | 5 | 2 |
| myaiserv | High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack: FastAPI Elasticsearch Redis Prometheus and Grafana. | Monitoring;Cloud Platforms | 9 | 6 |
| mcp-audiense-insights | Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your Audiense Insights account | Customer Data Platforms;Marketing | 7 | 3 |
| logseq-mcp | simple logseq mcp server | Note Taking;Knowledge & Memory | 14 | 2 |
| nps_mcp | Model Context Protocol (MCP) Server for National Park Services data | Research & Data;Travel & Transportation | 1 | 2 |
| aqicn-mcp | An MCP server to get Air Quality Data using AQICN.org | Location Services | 0 | 0 |
| git-forensics-mcp | An MCP server for deep git repository investigation and analysis. Provides detailed insights into repository history branch relationships and development patterns focusing solely on git repository analysis rather than general GitHub or git operation. | Version Control | 1 | 2 |
| MCP-server-Deepseek_R1 | A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3) | Developer Tools | 50 | 8 |
| awesome-cursor-mpc-server | Example of an MCP server with custom tools that can be called directly from cursor | Image & Video Processing | 279 | 82 |
| mcp-wegene-assistant | MCP server to analyze your genetic test results from WeGene | Security;Health & Wellness;Databases | 3 | 2 |
| twitch-mcp-server | A Model Context Protocol (MCP) server that provides tools for interacting with the Twitch API using the Helix API. | Social Media;Entertainment & Media | 1 | 3 |
| drupal-tools-mcp | Model Context Protocol (MCP) servers for Drupal development. Includes tools for querying Drupal.org modules and interacting with Drush commands. Seamlessly integrates with Cline and other MCP-compatible clients to enhance Drupal development workflows. | Note Taking;Developer Tools | 0 | 2 |
| mcp-snapshot-server | A MCP server for Snapshot | Search | 0 | 2 |
| example-mcp-server | A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click create custom commands and enhance your Cursor IDE experience. Perfect for developers who want to add their own tools and commands to Cursor IDE without complex setup. | Browser Automation | 33 | 9 |
| mcp-server-ssh-rails-runner | MCP server that facilitates an SSH connection to a deployed Rails app so you can run Rails REPL commands | OS Automation;Security | 7 | 2 |
| mcp-applemusic | An experimental MCP server for controlling Apple Music. | Entertainment & Media | 28 | 5 |
| swagger-mcp | mcp server which will dynamically define tools based on swagger | Browser Automation | 11 | 4 |
| all-in-one-model-context-protocol | 🚀 All-in-one MCP server with AI search RAG and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows | Version Control;Calendar Management | 57 | 6 |
| advanced-homeassistant-mcp | An advanced MCP server for Home Assistant. 🔋 Batteries included. | Home Automation & IoT | 14 | 5 |
| mcp-server-reddit | A Model Context Protocol (MCP) server that provides tools for fetching Reddit content including frontpage posts subreddit information and hot posts post details and comments. | Social Media;Browser Automation | 27 | 3 |
| mcp-github-server-plus | Model Context Protocol server for GitHub API integration | Version Control;Search | 2 | 5 |
| mcp-live-events | MCP Server for interacting with live music events | Entertainment & Media;Travel & Transportation | 0 | 3 |
| image-gen-server | 一个能与Cursor集成的图片生成mcp server工具，实现调用即梦逆向接口 | Image & Video Processing | 82 | 11 |
| crawl4ai-mcp-server | 用于提供给本地开发者的 LLM的高效互联网搜索&内容获取的MCP Server， 节省你的token | Browser Automation | 64 | 10 |
| mcp-image-placeholder | A lightweight MCP server for generating placeholder images from multiple providers. | Image & Video Processing;Developer Tools | 6 | 2 |
| knowledge-base-mcp-server | This MCP server provides tools for listing and retrieving content from different knowledge bases. | Search;Knowledge & Memory | 10 | 2 |
| mcp-kibela-server | MCP server implementation for Kibela API integration | Note Taking | 1 | 3 |
| mcp_template | A template for building mcp servers in python | Developer Tools | 3 | 3 |
| mcp-ical | A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language. | Calendar Management | 50 | 22 |
| mcp-server-redis | MCP server to interact with Redis Server AWS Memory DB etc for caching or other use-cases where in-memory and key-value based storage is appropriate | Databases | 17 | 1 |
| mcp-sg-lta | MCP server for Singapore's Land Transport Authority (LTA) DataMall API | Travel & Transportation | 0 | 2 |
| headline-vibes | MCP Server - get a heat check headlines | Research & Data | 4 | 5 |
| portkey-admin-mcp-server | A Model Context Protocol (MCP) server implementation for the Portkey AI platform providing a standardized interface for managing AI configurations workspaces and analytics. | Security;Developer Tools;Cloud Platforms | 0 | 2 |
| ollama-mcp | An MCP Server for Ollama | Note Taking;Speech Processing | 36 | 5 |
| mcp-qdrant-memory | MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database | Knowledge & Memory | 8 | 6 |
| memories-with-lessons-mcp-server | I enhance the existing memory mcp server from the official mcp github so big thanks and credits for creating this | Knowledge & Memory | 38 | 9 |
| pulsemcp-server | An MCP server that helps you find MCP servers that are listed on PulseMCP.com | Note Taking;Developer Tools | 13 | 4 |
| mcp-server-any-openapi | A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation with built-in request execution capabilities. Perfect for integrating private APIs with Claude Desktop. | Cloud Platforms | 22 | 5 |
| coin_daemon_mcp | MCP server for interacting with cryptocurrency daemon RPC interfaces (BETA) | Finance;Security | 1 | 1 |
| todoist-mcp-server-extended | Todoist MCP Server Extended - Enabling natural language management of todoist via Claude MCP and todoist REST APIv2. Featuring LLM optimized Tools including batch operations and robust error handling. | Note Taking | 14 | 3 |
| drupal-modules-mcp | Model Context Protocol (MCP) servers for Drupal development. Includes tools for querying Drupal.org module. Seamlessly integrates with Cline and other MCP-compatible clients to enhance Drupal development workflows. | Note Taking | 0 | 2 |
| Zonos-TTS-MCP | MCP server that allows Claude to have a voice. | Speech Processing | 8 | 4 |
| kospi-kosdaq-stock-server | An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP | Finance | 22 | 3 |
| airflow-mcp-server | MCP Server for Apache Airflow | Virtualization;OS Automation | 8 | 3 |
| mcp-wasm | A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment. | File Systems | 15 | 5 |
| nostr-mcp | A Nostr MCP server that allows to interact with Nostr enabling posting notes and more. | Social Media;Communication | 25 | 4 |
| mcp-server-ipinfo | IP Geolocation Server for MCP | Security;Location Services | 14 | 4 |
| bitcoin-mcp | Bitcoin & Lightning Network MCP Server. | Finance | 28 | 5 |
| mcp-youtube-transcript | MCP server retrieving transcripts of YouTube videos | Entertainment & Media;Browser Automation | 11 | 6 |
| agentcare-mcp | MCP Server for EMRs with FHIR | Health & Wellness | 29 | 13 |
| mcp-weather | mcp demo for https://modelcontextprotocol.io/quickstart/server | Developer Tools | 2 | 1 |
| chatgpt-mcp-server | A Model Context Protocol server for Docker management through ChatGPT | Virtualization | 6 | 2 |
| buienradar-mcp-server | MCP server for Buienradar's precipitation endpoint | Location Services;Research & Data | 0 | 2 |
| puppeteer-mcp-server | This MCP server provides browser automation capabilities through Puppeteer allowing interaction with both new browser instances and existing Chrome windows. | Browser Automation | 15 | 5 |
| okta-mcp-server | Okta MCP Server | Security | 8 | 3 |
| adamik-mcp-server | Adamik MCP | Finance | 0 | 2 |
| cursor-mcp-trivy | A Model Context Protocol (MCP) server that provides Trivy security scanning capabilities through a standardized interface. | Security | 5 | 1 |
| mcp-server-searxng | An MCP server implementation that integrates with SearXNG providing privacy-focused meta search capabilities. | Search | 13 | 4 |
| excel-mcp-server | A Model Context Protocol server for Excel file manipulation | Databases | 229 | 23 |
| mcp-bear | A MCP server for interacting with Bear note-taking software. | Note Taking | 8 | 1 |
| mcp-server-steam | MCP Server for interacting with Steam | Games & Gamification | 0 | 2 |
| comfy-mcp-server | A server using FastMCP framework to generate images based on prompts via a remote Comfy server. | Image & Video Processing | 18 | 3 |
| webflow-mcp-server | Webflow MCP server | E-commerce & Retail | 10 | 7 |
| clickup-mcp-server | A Model Context Protocol server implementation for ClickUp integration enabling AI assistants to interact with ClickUp workspaces. | Developer Tools;Communication | 5 | 4 |
| mcp-vertexai-search | A MCP server for Vertex AI Search | Cloud Platforms | 9 | 4 |
| n8n-mcp-server | MCP server implementation for n8n workflow automation | Developer Tools;OS Automation | 71 | 14 |
| systemprompt-mcp-interview | A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios | Speech Processing;Education & Learning Tools;Communication | 3 | 2 |
| mcp-florence2 | An MCP server for processing images using Florence-2 | Image & Video Processing | 1 | 1 |
| excel-reader-mcp | A Model Context Protocol (MCP) server for reading Excel files with automatic chunking and pagination support. Built with SheetJS and TypeScript. | File Systems | 15 | 3 |
| mcp-excel-reader-server | A MS excel server based on modelcontextprotocol | Research & Data;File Systems | 2 | 2 |
| mcp-image-recognition | An MCP server that provides image recognition 👀 capabilities using Anthropic and OpenAI vision APIs | Image & Video Processing | 9 | 3 |
| ghost-mcp | A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc. | Security | 35 | 12 |
| kubernetes-mcp-server | Model Context Protocol (MCP) server for Kubernetes and OpenShift | Virtualization;Cloud Platforms | 82 | 22 |
| magic-mcp | It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic | Image & Video Processing | 1148 | 80 |
| mcp-editor | Port of Anthropic's file editing tools to an MCP server | Developer Tools;File Systems | 6 | 3 |
| mcp-openfec | A Model Context Protocol (MCP) server that provides access to Federal Election Commission (FEC) campaign finance data through the OpenFEC API. | Legal & Compliance;Research & Data | 1 | 3 |
| wolframalpha-llm-mcp | An MCP Server for WolframAlpha's LLM API able to return structured knowledge & solve math | Search;Research & Data | 27 | 8 |
| deepseek-MCP-server | MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine | Knowledge & Memory;Developer Tools | 0 | 2 |
| mcp-media-processor | A Node.js server implementing Model Context Protocol (MCP) for media processing operations providing powerful video and image manipulation capabilities. | Image & Video Processing | 15 | 2 |
| yt-dlp-mcp | A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Language Models using yt-dlp. | Entertainment & Media;Browser Automation | 21 | 11 |
| mcp-coingecko-server | An Anthropic MCP server (with OpenAI Function calling compatibility) for the Coingecko Pro API | Finance | 5 | 4 |
| Remote-MCP | A type-safe solution to remote MCP communication enabling effortless integration for centralized management of Model Context. | Cloud Platforms;Communication | 123 | 22 |
| chroma | MCP server for Chroma | Databases;Knowledge & Memory | 25 | 7 |
| slowtime-mcp-server | A Model Context Protocol server for secure time-based operations with timing attack protection and timelock encryption | Security | 2 | 4 |
| mcp-linear | An MCP Server for Linear | Note Taking | 0 | 1 |
| veri5ight | MCP Server for Ethereum Node | Finance;Developer Tools | 1 | 3 |
| mcp-file-operations-server | A Model Context Protocol (MCP) server that provides enhanced file operation capabilities with streaming patching and change tracking support. | File Systems | 8 | 2 |
| mcp-crypto-price | A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap's API. Enables Claude and other MCP clients to fetch crypto prices analyze market trends and track historical data. | Research & Data;Finance | 20 | 4 |
| Memgpt-MCP-Server | A Model Context Protocol (MCP) server that provides persistent memory and multi-model LLM support. | Knowledge & Memory | 21 | 4 |
| mcp-server-trello | A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards. | Communication | 21 | 14 |
| google-workspace-mcp | A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs offering integrated Authentication Gmail Calendar and Drive functionality | Communication;Calendar Management | 27 | 6 |
| babashka-mcp-server | A Model Context Protocol server for interacting with Babashka a native Clojure interpreter for scripting | OS Automation | 13 | 2 |
| optimized-memory-mcp-serverv2 | This is a personal project to test Claude AI's ability to self-write an MCP Server code for its own use. | Knowledge & Memory | 1 | 2 |
| dataset-viewer | MCP server for Hugging Face dataset viewer | Search;Research & Data | 11 | 7 |
| marginalia-mcp-server | An MCP server implementation for managing marginalia and annotations | Search | 1 | 4 |
| mcp2tavily | 一个MCP服务器，让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that allows your Claude Cline and Langchain to implement network search functions. | Search | 2 | 3 |
| say-mcp-server | MCP server for macOS text-to-speech functionality | Speech Processing | 12 | 4 |
| mcp-expert-server | A MCP server that can create queries and fetch information from APi documentation. | Knowledge & Memory;Cloud Platforms | 3 | 3 |
| unreal-analyzer-mcp | MCP server for Unreal Engine 5 | Version Control | 68 | 11 |
| mcp-discord-raw | MCP server for discord bot - adds one tool with raw API access | Social Media;Communication | 7 | 4 |
| mcp-cline-personas | An MCP server for managing .clinerules files using shared components and persona templates. | Version Control;File Systems | 21 | 3 |
| dynamodb-mcp-server | Model Context Protocol server for managing Amazon DynamoDB resources | Databases | 6 | 3 |
| neodb-mcp | A Message Control Protocol (MCP) server implementation for interacting with NeoDB | Social Media | 2 | 3 |
| mcp-neo4j-server | mcp-neo4j-server | Developer Tools;Databases | 31 | 5 |
| mcp-server-webscan | A Model Context Protocol (MCP) server for web content scanning and analysis. This server provides tools for fetching analyzing and extracting information from web pages. | Browser Automation;Search | 4 | 2 |
| mcp-server-motherduck | MCP server for MotherDuck and local DuckDB | Databases | 76 | 9 |
| wecom-bot-mcp-server | A Python server implementation for WeCom (WeChat Work) bot that follows the Model Context Protocol (MCP). This server provides a standardized interface for handling automated messaging and context-aware interactions within enterprise WeChat environments. | Communication | 23 | 5 |
| mcp-server-redmine | MCP server for Redmine | Developer Tools;Customer Support;Version Control | 14 | 7 |
| github-meta-mcp-server | An MCP server that enables natural language commands for managing GitHub repositories | Version Control | 0 | 2 |
| mcp-finnhub | An MCP server to interface with Finnhub API. | Finance | 0 | 2 |
| raindrop-io-mcp-server | An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). | Knowledge & Memory;Search;Note Taking | 20 | 3 |
| mcp-server-rabbitmq | MCP server for interacting with RabbitMQ | Communication;Cloud Platforms | 13 | 2 |
| mcp2brave | 一个MCP服务器，基于Brave API让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that use Brave API allows your Claude Cline and Langchain to implement network search functions. | Browser Automation | 1 | 3 |
| manifold-mcp-server | MCP server for interacting with Manifold Markets prediction markets | Social Media;Finance | 3 | 4 |
| kagimcp | A Model Context Protocol (MCP) server for Kagi search & other tools. | Search | 57 | 11 |
| npm-search-mcp-server | MCP server for searching npm packages | Search | 9 | 2 |
| usescraper-mcp-server | MCP server for the useScraper API. This is a server that scrapes a URL to text or markdown | Browser Automation | 1 | 2 |
| gdrive-mcp-server | Efficient implementation of the Google Drive MCP server | Cloud Storage;File Systems | 16 | 6 |
| mcp-web-browser | An advanced web browsing server for the Model Context Protocol (MCP) powered by Playwright enabling headless browser interactions through a flexible secure API. | Browser Automation | 14 | 2 |
| mcp-optionsflow | An MCP server providing advanced options analysis through Yahoo Finance supporting Greeks calculations strategy evaluation (CCS/PCS/CSP/CC) and risk metrics. Built for MCP with Claude.ai. | Finance | 7 | 3 |
| lightdash-mcp-server | A MCP(Model Context Protocol) server that accesses to Lightdash | Monitoring;Research & Data;Search | 13 | 3 |
| mcp-server-JIRA | Mcp server in typescript to connect with Jira Analyze the issues | Communication;Monitoring | 2 | 2 |
| mcp-trader | A Model Context Protocol (MCP) server for stock traders | Research & Data;Finance | 71 | 17 |
| holaspirit-mcp-server | A MCP server that accesses to Holaspirit | Communication | 1 | 3 |
| ai-agents-mcp-pg | This repo is an extension of PostgreSQL MCP Server providing functionalities to create tables insert entries update entries delete entries and drop tables. | Databases | 13 | 3 |
| mcp-supabase | Connect Supabase to your AI assistants | Databases | 1101 | 61 |
| surf-mcp | An MCP server for people who surf waves and the web. | Travel & Transportation;Location Services | 12 | 3 |
| nmap-mcp-server | A Model Context Protocol (MCP) server that enables AI assistants to perform network scanning operations using NMAP | Security | 8 | 3 |
| server-google-jobs | 【Every star you give feeds a hungry developer's motivation!⭐️】A Model Context Protocol (MCP) server implementation that provides Google Jobs search capabilities via SerpAPI integration. Features multi-language support comprehensive search parameters and smart error handling. | Search;E-commerce & Retail | 6 | 3 |
| anti-bullshit-mcp-server | MCP server for analyzing claims validating sources and detecting manipulation using multiple epistemological frameworks | Research & Data;Security | 16 | 4 |
| shannon-thinking | MCP server for applying a Claude Shannon-inspired problem-solving pattern | Research & Data;Note Taking | 10 | 2 |
| youtube-mcp-server | MCP Server for YouTube API enabling video management Shorts creation and advanced analytics | Entertainment & Media | 96 | 14 |
| mcp-server-salesforce | Salesforce MCP Server | Databases;Customer Data Platforms | 15 | 6 |
| mcp-DEEPwebresearch | Enhanced MCP server for deep web research | Browser Automation;Search | 50 | 14 |
| n8n-workflow-builder | MCP server for programmatically creating and managing n8n workflows | Developer Tools | 155 | 41 |
| mcp-twitter-server | Model Context Protocol Server for Accessing twitter | Social Media | 11 | 6 |
| mcp-server-ticketmaster | A Ticketmaster MCP server that provides query capabilites from the Discovery API | E-commerce & Retail;Entertainment & Media | 10 | 4 |
| systemprompt-mcp-notion | This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP allowing AI agents to interact with pages databases and comments. | Note Taking | 16 | 5 |
| mcp-mma-docs | MCP server for checking Mathematica documentation via local MMA installation | Education & Learning Tools;Research & Data | 4 | 1 |
| mcp-logic | Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows Claude App etc | Research & Data | 19 | 4 |
| Claude_Desktop_API_USE_VIA_MCP | MCP server implementation for using Claude API with Claude Desktop providing advanced API integration and conversation management. | Communication | 6 | 3 |
| ProtoLink | Simplifying MCP server interactions for seamless AI integration. | Communication;Finance | 2 | 3 |
| mcp-starter-template | An opinionated starter template for making Model Context Protocol (MCP) servers | Virtualization;Developer Tools | 17 | 8 |
| devdocs-mcp | An MCP server inspired by devocs.io | Knowledge & Memory | 7 | 1 |
| super-win-cli-mcp-server | Enhanced MCP server with unrestricted system access capabilities | Developer Tools;OS Automation;Virtualization | 4 | 2 |
| mcp-terminal | An MCP server that provides secure terminal access for Claude and other LLMs | Security;Developer Tools;OS Automation | 2 | 3 |
| mcp-server-iaptic | Model Context Protocol server for interacting with iaptic | Customer Data Platforms;Finance | 2 | 3 |
| mcp-starter | A start template for a typescript mcp server | Developer Tools | 8 | 4 |
| polymarket-mcp | MCP Server for PolyMarket API | Finance | 13 | 5 |
| discordmcp | Discord MCP Server for Claude Integration | Communication | 55 | 19 |
| mcp-jira-python | JIRA MCP Server Implementation in Python | Version Control;Communication | 2 | 6 |
| mcp-server-aws-resources-python | A Python-based MCP server that lets Claude run boto3 code to query and manage AWS resources. Execute powerful AWS operations directly through Claude with proper sandboxing and containerization. No need for complex setups - just pass your AWS credentials and start interacting with all AWS services. | Cloud Platforms | 6 | 5 |
| mcp-server-stability-ai | MCP Server integrating MCP Clients with Stability AI-powered image manipulation functionalities: generate edit upscale and more. | Image & Video Processing | 48 | 16 |
| journaling_mcp | MCP Server for journaling | Note Taking;Knowledge & Memory | 4 | 3 |
| mcp-file-context-server | A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read search and analyze code files with advanced caching and real-time file watching capabilities. | File Systems | 7 | 2 |
| safe-mcp-server | An MCP server implementation for interacting with Safe (Gnosis Safe) smart contract wallets | Finance | 0 | 3 |
| flights-mcp | An MCP server to search for flights. | Travel & Transportation | 55 | 8 |
| mcp-server-endoflife | A Model Context Protocol (MCP) server that enables AI assistants like Claude to check software end-of-life (EOL) | Monitoring | 1 | 2 |
| mpc-tally-api-server | A Model Context Protocol (MCP) server that enables AI agents to interact with the Tally API providing access to DAO governance data proposals and metadata. Built with TypeScript and GraphQL it offers a secure and efficient way to fetch and sort DAO information through standardized MCP functions. | Databases | 4 | 5 |
| mcp-perplexity-search | 🔎 A Model Context Protocol (MCP) server for integrating Perplexity's AI API with LLMs. | Developer Tools;Search | 8 | 3 |
| esa-mcp-server | esa の Model Context Protocol サーバー実装 | Search | 18 | 1 |
| modes-mcp-server | MCP server for managing Roo's custom operational modes | OS Automation | 19 | 6 |
| systemprompt-mcp-core | The core MCP extension for Systemprompt MCP multimodal client | Note Taking | 8 | 5 |
| mentor-mcp-server | A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities including code review design critique writing feedback and idea brainstorming through the Deepseek API. | Research & Data;Cloud Platforms | 20 | 9 |
| kintone-mcp-server | MCP server for kintone https://www.r3it.com/blog/kintone-mcp-server-20250115-yamauchi | Knowledge & Memory;Databases | 3 | 5 |
| mcp-server-discord-webhook | Discord Webhook MCP Server | Communication | 0 | 1 |
| linkedin-mcp | A MCP server for LinkedIn to seamlessly apply for jobs🚀 | Social Media | 9 | 2 |
| memory-journal-mcp-server | MCP server designed to help you search and analyze your photo library (iCloud) | Image & Video Processing;Knowledge & Memory;Location Services | 15 | 2 |
| obsidian-mcp-server | Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure token-aware tools for seamless knowledge base management through a standardized interface. | File Systems;Note Taking | 54 | 11 |
| tavily-search-mcp-server | An MCP server implementation that integrates the Tavily Search API providing optimized search capabilities for LLMs. | Search | 0 | 3 |
| mcp-notes | A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK. | Note Taking | 6 | 4 |
| obsidian-mcp-tools | Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client. | File Systems;Note Taking | 88 | 8 |
| code-sandbox-mcp | An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization. | Cloud Platforms;Security;Virtualization | 106 | 15 |
| zotero-mcp | Model Context Protocol (MCP) server for the Zotero API in Python | Search;Note Taking;Research & Data | 37 | 8 |
| deepseek-mcp-server | Model Context Protocol server for DeepSeek's advanced language models | Speech Processing;Language Translation | 191 | 19 |
| mcp-server-ts-trello | TypeScript implementation of a Model Context Protocol (MCP) server for Trello integration | Communication | 0 | 4 |
| mcp-windows-website-downloader | MCP tool for Claude to download entire Windows working website url and assets and save to a library for AI use. | Browser Automation | 3 | 5 |
| iac-memory-mcp-server-project | This is a personal project to determine whether or not Claude 3.5 Sonnet can write moderately complex MCP Server code (Python). | Developer Tools;Knowledge & Memory;Version Control | 5 | 3 |
| iac-memory-mcp-server | This is a personal project to see if Claude 3.5 Sonnet can write a moderately complex MCP Server in Python. | Knowledge & Memory;Cloud Platforms | 1 | 1 |
| markdownify-mcp | A Model Context Protocol server for converting almost anything to Markdown | Browser Automation;File Systems;Developer Tools | 1284 | 101 |
| waldur-mcp-server | Server implementing Model Context Protocol for Waldur | Cloud Platforms | 1 | 2 |
| gtasks-mcp | A Google Tasks Model Context Protocol Server for Claude | OS Automation | 31 | 11 |
| mcp-grafana | MCP server for Grafana | Monitoring | 466 | 33 |
| fetch-mcp | A flexible HTTP fetching Model Context Protocol server. | Browser Automation | 257 | 36 |
| confluence-mcp-server | A test of confluence mcp server | Search;Knowledge & Memory;Communication | 9 | 2 |
| elasticsearch-mcp-server | A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. | Search;Databases | 94 | 16 |
| bear-mcp-server | MCP Server integration for Bear note app | Note Taking | 20 | 1 |
| video-editing-mcp | MCP Interface for Video Jungle | Image & Video Processing | 101 | 14 |
| box-mcp-server | A Box model context protocol server to search read and access files | Cloud Storage;File Systems | 5 | 6 |
| MCP-Server-for-MAS-Developments | MCP Server for Private GPT | Communication;Security | 0 | 2 |
| mcp-browser-use | FastAPI server implementing MCP protocol Browser automation via browser-use library. | Browser Automation | 29 | 8 |
| mcp-abap-abap-adt-api | MCP-Server for SAP ABAP wrapping abap-adt-api | Databases;Version Control | 9 | 4 |
| mcp-scholarly | A MCP server to search for accurate academic articles. | Research & Data;Search | 79 | 9 |
| placid-mcp-server | Generate image and video creatives using Placid.app templates in MCP compatible hosts | Security | 9 | 2 |
| iterm-mcp | A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance | OS Automation | 253 | 14 |
| skrape-mcp | MCP Server for skrape.ai lets you input any URL and it returns clean markdown for the LLM | Browser Automation | 5 | 7 |
| gemini-mcp-server | A Model Context Protocol (MCP) server that integrates with Google's Gemini Pro model can be used in Claude Desktop App. | Developer Tools | 4 | 3 |
| govee_mcp_server | MCP Server to control govee lights | Home Automation & IoT | 3 | 1 |
| mcp-server-deepseek | MCP Server for deepseek integration in Claude desktop | Virtualization | 2 | 0 |
| mcp-svelte-docs | 🔍 MCP server that lets you search and access Svelte documentation with built-in caching | Knowledge & Memory;Developer Tools | 25 | 4 |
| Transistor-MCP | Transistor MCP server implementation for use with your LLM | Entertainment & Media | 1 | 1 |
| release-notes-server | An MCP server for generating release notes from GitHub commits | Version Control | 2 | 3 |
| keycloak-model-context-protocol | MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations. | Security | 17 | 5 |
| mcp-jira | JIRA integration server for Model Context Protocol (MCP) - enables LLMs to interact with JIRA tasks and workflows | Communication | 6 | 2 |
| Jira-MCP-Server | MCP server that allows interaction with Jira using natural language | Communication | 37 | 12 |
| framer-plugin-mcp | A Model Context Protocol (MCP) server for creating and managing Framer plugins with web3 capabilities | Developer Tools | 10 | 2 |
| everything-search-server | MCP server for Everything Search integration | OS Automation;File Systems;Search | 4 | 3 |
| mcp-dnstwist | MCP server for dnstwist a powerful DNS fuzzing tool that helps detect typosquatting phishing and corporate espionage. | Security | 16 | 2 |
| mcp-logseq-server | MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read write and manage your LogSeq graph. | Note Taking | 47 | 7 |
| steel-mcp-server | MCP Server for interacting with a Steel web browser | Browser Automation | 30 | 5 |
| markdown-downloader | A MCP Server that will download any webpage as markdown in an instant. Download docs straight to your IDE for AI context. Powered by Jina.ai | Browser Automation;File Systems | 15 | 6 |
| pocketbase-mcp-server | pocketbase-mcp-server | Databases | 31 | 7 |
| mcp-image-gen | MCP server enabling Image Generation for LLMs built in Python and integrated with Together AI. | Image & Video Processing | 11 | 3 |
| ragdocs | MCP server for RAG-based document search and management | Knowledge & Memory | 5 | 1 |
| mcp-neurolora | An intelligent MCP server that provides tools for collecting and documenting code from directories | Developer Tools | 14 | 4 |
| mcp-codex-keeper | An intelligent MCP server that serves as a guardian of development knowledge providing Cline assistants with curated access to latest documentation and best practices across the software development landscape | Knowledge & Memory | 58 | 19 |
| roam-research-mcp | MCP Server for Roam Research Graph Integration | Note Taking | 32 | 6 |
| mcp-function-app-tester | A MCP Server to test local development of function app apis | Cloud Platforms | 4 | 4 |
| obsidian-mcp | A simple MCP server for Obsidian | Note Taking | 201 | 19 |
| mcp-azure-tablestorage | A MCP Server to query a Azure Table Storage for local development | Cloud Platforms | 4 | 4 |
| mapbox-mcp-server | MCP Server for the Mapbox API. | Location Services | 8 | 6 |
| website-downloader | MCP server to download entire websites | Browser Automation | 73 | 12 |
| JSON-MCP-Server | JSON handling and processing mcp server | Databases;Developer Tools | 29 | 7 |
| MCPNotes | A simple note-taking MCP server for recording and managing notes with AI models. | Note Taking | 21 | 1 |
| mcp-server-ccxt | Cryptocurrency Market Data MCP Server | Finance | 34 | 9 |
| Calendar-Autoauth-MCP-Server | A Model Context Protocol (MCP) server for Google Calendar integration in Cluade Desktop with auto authentication support. This server enables AI assistants to manage Google Calendar events through natural language interactions. | Communication;Calendar Management | 6 | 2 |
| mcp-npx-fetch | A powerful MCP server for fetching and transforming web content into various formats (HTML JSON Markdown Plain Text) with ease. | Browser Automation | 14 | 3 |
| mcp-server-neurolora-p | MCP server for code collection and documentation | File Systems;Developer Tools | 4 | 3 |
| Gmail-MCP-Server | A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions. | Communication | 146 | 37 |
| Pagespeed-MCP-Server | Pull pagespeed data using this MCP server. | Browser Automation | 4 | 2 |
| glide-api-mcp-server | Model Context Protocol (MCP) server for @glideapps API | Databases | 5 | 4 |
| mcp-ortools | Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving | Research & Data | 8 | 1 |
| youtube-watchlater-mcp | MCP server for accessing YouTube Watch Later playlist | Entertainment & Media;Security | 4 | 3 |
| MemoryMesh | A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8 | Knowledge & Memory | 150 | 25 |
| MCP-Geo | Geocoding MCP server with GeoPY! | Location Services | 14 | 2 |
| mcp-tool-builder | MCP server that creates its own tools as needed | Developer Tools | 16 | 6 |
| mcp-file-preview | MCP server for HTML file preview and analysis - Has been weird with OS but good on Cline so WIP | File Systems;Browser Automation | 10 | 4 |
| REDIS-MCP-Server | A Redis MCP server (pushed to https://github.com/modelcontextprotocol/servers/tree/main/src/redis) implementation for interacting with Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools. | Databases | 22 | 3 |
| mcp-compass | MCP Discovery & Recommendation Service - Find the right MCP server for your needs | Search | 58 | 6 |
| mcp-perplexity-server | A Model Context Protocol (MCP) server for intelligent code analysis and debugging using Perplexity AI’s API seamlessly integrated with the Claude desktop client. | Developer Tools | 10 | 3 |
| dify-mcp-server | A Model Context Protocol server for Dify | Image & Video Processing | 31 | 7 |
| hn-server | Hacker news MCP server | Browser Automation | 23 | 3 |
| paperless-mcp | An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents tags correspondents and document types in your Paperless-NGX instance. | Databases | 24 | 6 |
| resource-hub-server | An MCP proxy server to connect to the resource hub | Cloud Platforms | 2 | 1 |
| face-generator | MCP server for generating human face images with various shapes and sizes | Image & Video Processing | 2 | 3 |
| mcp-discord | MCP server for discord bot | Communication | 48 | 15 |
| semantic-scholar-fastmcp-mcp-server | A FastMCP server implementation for the Semantic Scholar API providing comprehensive access to academic paper data author information and citation networks. | Research & Data | 20 | 2 |
| claude-server | Claude Server is an MCP implementation that enhances Claude's capabilities by providing sophisticated context management across sessions enabling persistent knowledge organization through hierarchical project contexts and continuous conversation threads stored in a well-structured ~/.claude directory. | Note Taking;Knowledge & Memory | 5 | 6 |
| mcp-server-arangodb | This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline! | Databases | 14 | 4 |
| mcp-rest-api | A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment. | Developer Tools | 29 | 4 |
| macrostrat-mcp | MCP server for accessing geologic data with the Macrostrat API | Research & Data;Search | 0 | 2 |
| mcp-github-issue | An MCP server that provides LLMs with the ability to use GitHub issues as tasks | Version Control | 9 | 6 |
| mcp-package-docs | An MCP server that provides LLMs with efficient access to package documentation across multiple programming languages | Developer Tools;Version Control | 48 | 10 |
| usgs-quakes-mcp | An MCP server for querying the USGS Earthquake API with natural language | Research & Data | 1 | 1 |
| meilisearch-mcp | A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. | Search | 71 | 7 |
| piapi-mcp-server | A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps. | Entertainment & Media;Image & Video Processing | 36 | 9 |
| mcp-hn | MCP Server for Hackernews | Search | 18 | 5 |
| mcp-zotero | A connector for Claude Desktop to work with collection and sources on your Zotero Cloud. | Note Taking;Research & Data | 72 | 11 |
| mcp-server-amazon-bedrock | Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images | Image & Video Processing;Cloud Platforms | 19 | 9 |
| rijksmuseum-mcp | Rijksmuseum MCP integration for artwork exploration and analysis | Image & Video Processing;Search | 40 | 8 |
| mcp-searxng | MCP Server for SearXNG | Search | 48 | 8 |
| mcp-proxy | Connect to MCP servers that run on SSE transport or expose stdio servers as an SSE server using the MCP Proxy server. | Communication | 421 | 56 |
| mcp-memory-service | MCP server providing semantic memory and persistent storage capabilities for Claude using ChromaDB and sentence transformers. | Databases;Knowledge & Memory | 149 | 24 |
| perplexity-mcp | A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API. | Search | 121 | 12 |
| orchestrator-server | small MCP server for orchestrating tasks across LLM instances | OS Automation | 15 | 3 |
| google-workspace-mcp-server | A Model Context Protocol server for Google Workspace integration (Gmail and Calendar) | Communication;Calendar Management | 17 | 8 |
| mcp-json-db-collection-server | Use Model Context Protocol with multiple Fireproof JSON document databases | Databases;Cloud Storage | 0 | 2 |
| server-google-news | 【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI with automatic news categorization and multi-language support. | Search | 36 | 5 |
| mcp-server-flomo | Write notes to Flomo | Note Taking | 19 | 5 |
| git-mcp-server | A Model Context Protocol (MCP) server to provide git tools for LLM Agents | Version Control | 29 | 7 |
| obsidian-mcp-rest | An MCP server implementation for accessing Obsidian via local REST API | Knowledge & Memory;File Systems;Note Taking | 40 | 8 |
| wcgw | Shell and coding agent on claude desktop app | Version Control;OS Automation | 404 | 40 |
| mcp-intercom | MCP server for Intercom chat integration | Communication;Customer Support | 4 | 3 |
| Homeassistant-server-mcp | A Model Context Protocol (MCP) server for interacting with Home Assistant. This server provides tools to control and monitor your Home Assistant devices through MCP-enabled applications. | Home Automation & IoT | 32 | 3 |
| mcp-communicator-telegram | An MCP server that enables communication with users through Telegram. This server provides a tool to ask questions to users and receive their responses via a Telegram bot. | Communication | 25 | 9 |
| zendesk-mcp-server | A Model Context Protocol server for Zendesk | Customer Support | 5 | 2 |
| home-assistant-mcp | An MCP server for Home Assistant | Home Automation & IoT | 1 | 1 |
| mcp-server-make | MCP Server for GNU Make | Developer Tools;OS Automation | 2 | 2 |
| python-mcp-server | Linkup is a third-party extension that gives Claude access to real-time web search and premium content sources. It seamlessly integrates with Claude Desktop enabling up-to-date information retrieval during conversations through a simple 60-second setup process. | Search;Browser Automation | 15 | 5 |
| maven-mcp-server | An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. | Developer Tools | 5 | 4 |
| mcp-apple-notes | Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol. | Note Taking | 176 | 13 |
| aws-mcp | Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative. | Cloud Platforms;OS Automation | 239 | 26 |
| mcp-server-kintone | MCP server for kintone | Customer Data Platforms | 9 | 1 |
| huntress-mcp-server | MCP server for Huntress API integration | Security | 1 | 2 |
| alpha-vantage-mcp | MCP Server for Alpha Advantage API | Finance | 28 | 14 |
| mcp-database-server | Store and load JSON documents from LLM tool use | Databases | 15 | 4 |
| mcp-ragdocs | An MCP server implementation that provides tools for retrieving and processing documentation through vector search enabling AI assistants to augment their responses with relevant documentation context. | Search;Developer Tools;Knowledge & Memory | 128 | 18 |
| mcp-solver | Model Context Protocol (MCP) server for constraint optimization and solving" | Research & Data | 49 | 4 |
| bybit-mcp | Ollama MCP server for bybit | Search;Finance | 7 | 4 |
| atlas-mcp-server | A Model Context Protocol (MCP) server for ATLAS a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects Tasks Knowledge) to manage complex workflows. Now with Deep Research. | OS Automation | 122 | 22 |
| mcp-canvas-lms | A Model Context Protocol (MCP) server for interacting with the Canvas API. This server allows you to manage courses assignments enrollments and grades within Canvas. | Education & Learning Tools | 7 | 4 |
| mcp-github-project-manager | a mcp server to manage github project's functionality | Version Control | 16 | 7 |
| flightradar24-mcp-server | Model Context Protocol server for Flight Tracking | Travel & Transportation;Location Services | 20 | 4 |
| dependency-mcp | A Model Context Protocol (MCP) server for analyzing code dependencies | Version Control | 7 | 0 |
| mcp-gdrive | Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets | Cloud Storage;File Systems | 68 | 18 |
| mcp-delete | A Model Context Protocol (MCP) server that provides file deletion capabilities for AI assistants. Supports both relative and absolute paths with smart path resolution making it easy for AI assistants to safely delete files when needed. | File Systems | 1 | 3 |
| mcp-maigret | MCP server for maigret a powerful OSINT tool that collects user account information from various public sources. | Social Media;Security | 99 | 9 |
| mcp | A simple implementation of an MCP server for the ScreenshotOne API | Image & Video Processing;Browser Automation | 13 | 3 |
| Clojars-MCP-Server | A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars the Clojure community's artifact repository. | Developer Tools | 4 | 3 |
| mcp-summarization-functions | Provides summarised output from various actions that could otherwise eat up tokens and cause crashes for AI agents | Knowledge & Memory;Research & Data | 26 | 4 |
| notion-mcp | A Model Context Protocol (MCP) server implementation for Notion integration providing a standardized interface for interacting with Notion's API. | Note Taking;Knowledge & Memory;Cloud Storage | 88 | 15 |
| mcp-aoai-web-browsing | A minimal Model Context Protocol 🖥️ server/client🧑💻with Azure OpenAI and 🌐 web browser control via Playwright. | Cloud Platforms | 15 | 3 |
| mcp-pocket | 🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket API and loading them into Claude | Developer Tools;Browser Automation | 7 | 4 |
| mcp-substack | 🤖 MCP Server for Substack integration with Claude AI Desktop. Download and parse Substack posts directly in your Claude conversations. | Browser Automation | 3 | 2 |
| mcp-virustotal | A Model Context Protocol (MCP) server for querying the VirusTotal API. | Security | 32 | 2 |
| contentful-mcp | MCP (Model Context Protocol) server for the Contentful Management API | Cloud Platforms | 23 | 5 |
| web-browser-mcp-server | A Minimum Control Program (MCP) server implementation for web browsing capabilities using BeautifulSoup4 | Browser Automation | 24 | 6 |
| mcp-server-google-analytics | Model Context Protocol server for Google Analytics enabling LLMs to fetch and analyze web analytics data | Customer Data Platforms | 16 | 4 |
| mcp-tavily | An MCP server for Tavily's search API | Browser Automation | 47 | 9 |
| mcp-server-github-repo | MCP server for interacting with a github repo | Version Control;File Systems | 4 | 1 |
| mcp-obsidian-index | MCP server providing sementic search over Obsidian vaults | Note Taking | 5 | 2 |
| comfy-ui-mcp-server | what it says on the tin | Knowledge & Memory;Note Taking | 3 | 2 |
| mcp-server-llmling | MCP (Model context protocol) server with LLMling backend | Knowledge & Memory | 5 | 2 |
| singlestore-mcp-server | SingleStore MCP server implemented in TS | Databases | 3 | 2 |
| mcp-server-emojikey | MCP Server for emojikey.io ... save your unique relationship state and interaction style with your favorite LLM | Knowledge & Memory | 2 | 2 |
| mcp-mysql-server | A Model Context Protocol server for MySQL database operations | Databases | 48 | 12 |
| scaflog-zoho-mcp-server | MCP Server for Scaflog Zoho Creator App | Note Taking;Knowledge & Memory | 1 | 2 |
| notion-mcp-server | MCP server for Notion integration | Note Taking | 18 | 5 |
| uniprot-mcp-server | MCP server for UniProt protein data access | Research & Data | 2 | 2 |
| mcp-openapi-server | MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource | Cloud Platforms | 58 | 15 |
| jira-mcp-server | A test of jira mcp server | Communication | 17 | 3 |
| mcp-server-spinnaker | MCP Server for Spinnaker integrations. | Virtualization;Cloud Platforms | 0 | 1 |
| mcp-server-prometheus | MCP server for interacting with Prometheus | Monitoring | 13 | 4 |
| fiscal-data-mcp | mcp server connected to us treasury data built with mcp-framework | Finance;Research & Data | 6 | 2 |
| anki-mcp-server | An MCP server for Anki | Note Taking;Education & Learning Tools | 75 | 5 |
| pubmed_search | MCP PubMed Search Server | Research & Data | 1 | 3 |
| mcp-nodejs-server | Integration layer between MCP Clients and Gentoro MCP Server implementation | Communication | 4 | 3 |
| mcp-server-tmdb | MCP Server with TMDB | Entertainment & Media | 20 | 3 |
| shell-mcp-server | Secure shell command execution MCP server for Claude AI. Enables controlled shell access within specified directories. | OS Automation | 9 | 1 |
| mcp-knowledge-graph | MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development | Knowledge & Memory | 131 | 29 |
| salesforce-mcp-server | Model Context Protocol server for Salesforce REST API integration | Customer Data Platforms | 20 | 9 |
| mcp-local-server | Local Model Context Protocol Server with BirdNet-Pi integration | Research & Data;File Systems | 3 | 1 |
| supabase-mcp-server | Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions management API support automatic migration versioning access to logs and much more. | Databases | 631 | 73 |
| mcp-edit-file-lines | MCP Server to make line-based edits to a file. | File Systems;Version Control | 19 | 2 |
| mcp-server-obsidian-omnisearch | An MCP server that enables searches within Obsidian vaults using the Omnisearch plugin API. Returns absolute paths to matching notes for seamless integration. 🚀 | Note Taking | 12 | 1 |
| gmail-mcp-server | Model Context Protocol (MCP) server for Gmail | Communication | 26 | 10 |
| homeassistant-mcp | A MCP server for Home Assistant | Home Automation & IoT | 202 | 8 |
| mcp-proxy-server | An MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface | Developer Tools;Cloud Platforms | 64 | 17 |
| mcp-server-rememberizer | An MCP Server to enable global access to Rememberizer | Note Taking;Knowledge & Memory | 19 | 1 |
| inoyu-mcp-unomi-server | An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP | Customer Data Platforms | 4 | 3 |
| mcp-playwright | Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop Cline Cursor IDE and More 🔌 | Browser Automation | 2693 | 203 |
| mcp-server-rag-web-browser | A MCP Server for the RAG Web Browser Actor | Browser Automation | 110 | 10 |
| mcp-snowflake-service | MCP server implementation for Snowflake integration | Databases | 26 | 11 |
| CMD-MCP-Server | MCP server for executing CMD commands. Can be hooked to claude for additional agentics. | OS Automation | 9 | 4 |
| mcp-simple-arxiv | Tool to work with arXiv provide LLM with ability to search and read papers from there | Research & Data | 62 | 8 |
| mcp-mongo-server | A Model Context Protocol Server for MongoDB | Databases | 122 | 15 |
| coincap-mcp | A coincap mcp server to access crypto data from coincap API | Finance | 56 | 12 |
| mcp-neo4j | Model Context Protocol with Neo4j | Knowledge & Memory;Databases | 209 | 51 |
| mcp-atlassian | MCP server that integrates Confluence and Jira | Communication | 856 | 141 |
| apple-notes-mcp | Read your Apple Notes with Claude Model Context Protocol | Note Taking | 78 | 7 |
| mcp-youtube | A Model-Context Protocol Server for YouTube | Browser Automation;Entertainment & Media | 288 | 28 |
| ns-mcp-server | A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API. | Travel & Transportation | 22 | 5 |
| mcp-shodan | MCP server for querying the Shodan API | Security;Databases | 24 | 1 |
| ancestry-mcp | Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files | Research & Data | 20 | 4 |
| notion_mcp | A simple MCP integration that allows Claude to read and manage a personal Notion todo list | Note Taking | 156 | 38 |
| mcp-hfspace | MCP Server to Use HuggingFace spaces easy configuration and Claude Desktop mode. | Speech Processing;Image & Video Processing | 212 | 32 |
| mcp-server-kubernetes | MCP Server for kubernetes management commands | Virtualization | 364 | 46 |
| mcp_code_analyzer | A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions. | Version Control | 31 | 10 |
| mcp-server-docker | MCP server for Docker | Virtualization;OS Automation | 279 | 31 |
| mcp-server-home-assistant | A Model Context Protocol Server for Home Assistant | Home Automation & IoT;Speech Processing | 41 | 3 |
| todoist-mcp-server | MCP server for Todoist integration enabling natural language task management with Claude | Note Taking;Calendar Management | 135 | 23 |
| metoro-mcp-server | Metoro MCP Server | Monitoring;Virtualization | 35 | 7 |
| mcp-filesystem-server | Go server implementing Model Context Protocol (MCP) for filesystem operations. | File Systems | 195 | 27 |
| cli-mcp-server | Command line interface for MCP clients with secure execution and customizable security policies | OS Automation | 62 | 12 |
| arxiv-mcp-server | A Model Context Protocol server for searching and analyzing arXiv papers | Research & Data;Search | 836 | 49 |
| MCP-Server-Playwright | MCP server for browser automation using Playwright | Browser Automation | 138 | 15 |
| mcp-server-aws | A Model Context Protocol server implementation for operations on AWS resources | Cloud Platforms;Cloud Storage;Databases | 97 | 16 |
| mcp-servers-kagi | A Model Context Protocol server implementation for Kagi's API | Search | 28 | 6 |
| mcp-server-youtube-transcript | This is an MCP server that allows you to directly download transcripts of YouTube videos. | Speech Processing;Entertainment & Media | 133 | 19 |
| mcp-k8s-go | MCP server connecting to Kubernetes | Virtualization;Cloud Platforms | 236 | 29 |
| mcp-gsuite | MCP Server to interact with Google Gsuite prodcuts | Calendar Management;Cloud Storage;Communication | 253 | 55 |
| mcp-obsidian | MCP server that interacts with Obsidian via the Obsidian rest API community plugin | Note Taking | 598 | 58 |
| mcp-server-browserbase | Allow LLMs to control a browser with Browserbase and Stagehand | Browser Automation | 781 | 89 |
| win-cli-mcp-server | Model Context Protocol server for secure command-line interactions on Windows systems | OS Automation;Developer Tools;File Systems | 130 | 24 |
| mcp-server-llamacloud | A MCP server connecting to managed indexes on LlamaCloud | Databases;Cloud Platforms | 69 | 11 |
| mysql_mcp_server | A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases | Databases | 295 | 78 |
| mcp-server-openai | mcp-server-openai with o3-mini support | Developer Tools;Search | 1 | 1 |
| mcp-webresearch | MCP web research server (give Claude real-time info from the web) | Browser Automation;Search | 223 | 44 |
| docker-mcp | A docker MCP Server (modelcontextprotocol) | Developer Tools;Virtualization | 216 | 25 |
| exa-mcp-server | Claude can perform Web Search | Exa with MCP (Model Context Protocol) | Search | 521 |
| applescript-mcp | A macOS AppleScript MCP server | OS Automation | 128 | 22 |
| illumio-mcp-server | The first MCP server for cybersecurity | Monitoring;Cloud Platforms;Security | 1 | 3 |
| linear-mcp-server | A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear. | Version Control;Communication | 245 | 45 |
| mcp-server | Giving Claude ability to run code with E2B via MCP (Model Context Protocol) | Developer Tools | 201 | 29 |
| spotify-mcp | MCP to connect Claude with Spotify. | Entertainment & Media | 186 | 33 |
| mcp-installer | An MCP server that installs other MCP servers for you | OS Automation | 938 | 117 |
| cursor-talk-to-figma-mcp | Cursor Talk To Figma MCP | Image & Video Processing;Art & Culture | 3226 | 305 |
| artic-mcp | A Model Context Protocol (MCP) server that provides access to the Art Institute of Chicago Collection through natural language interactions. This server allows AI models to search the Art Institute of Chicago Collection and have art works available as a Resource. | Search;Art & Culture | 0 | 1 |
| mcp-open-library | A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information. | Art & Culture;Search | 2 | 1 |
| sbwsz-mcp | 用于与万智牌中文卡查大学院废墟(sbwsz.com)API交互的MCP服务端 | Art & Culture;Search | 0 | 1 |
| mastergo-magic-mcp | MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models. | Art & Culture;Developer Tools | 51 | 9 |
| cooper-hewitt-mcp | MCP for interacting with the Cooper Hewitt Collection API | Art & Culture | 3 | 1 |
| MCP_thingiverse | MCP for letting Claude search Thingiverse | Art & Culture | 0 | 0 |
| mcp-server-malaysia-prayer-time | A Model Context Protocol (MCP) server for Malaysia Prayer Time data | Art & Culture | 0 | 1 |
| mcp-figma | Figma MCP Server with full API functionality | Art & Culture | 20 | 3 |
| marvel-mcp-azure-functions | MCP server hosted using Azure Functions | Art & Culture;Cloud Platforms | 1 | 0 |
| mcp-bibliotheque_nationale_de_France | Un serveur MCP (Model-Client-Protocol) pour accéder à l'API Gallica de la Bibliothèque nationale de France (BnF) et générer des rapports de recherche séquentiels. | Art & Culture | 3 | 0 |
| brightdata-mcp | A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access. | Browser Automation;Search | 15 | 2 |
| playwright-mcp | Playwright MCP server | Developer Tools;Browser Automation | 8824 | 477 |
| playwright-mcp | Playwright MCP fork that works with Cloudflare Browser Rendering | Browser Automation;Cloud Platforms | 28 | 3 |
| octomind-mcp | An MCP server for octomind tools resources and prompts | Browser Automation;Developer Tools | 12 | 1 |
| website-generator-mcp-server | B12's model context protocol server for generating websites with AI | Browser Automation;Developer Tools | 3 | 1 |
| oxylabs-mcp | Official Oxylabs MCP integration | Browser Automation;Search | 18 | 4 |
| local-api-mcp-typescript | MCP server for using the AdsPower LocalAPI | Browser Automation;OS Automation | 11 | 1 |
| mcp-server | Model Context Protocol (MCP) server for the Webflow Data API. | Browser Automation | 23 | 8 |
| mcp-claude-hackernews | An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP). | Search;Browser Automation | 0 | 1 |
| prysm-mcp-server | 🔍 Prysm MCP Server: Web scraping tools for AI assistants with multiple extraction modes and flexible output formats | Browser Automation | 1 | 1 |
| lighthouse-mcp | Allows AI assistants such as Cursor/Cline/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics! | Browser Automation | 7 | 0 |
| whistle-mcp | A Whistle proxy management tool based on Model Context Protocol that allows AI assistants to directly control local Whistle proxy servers simplifying network debugging API testing and proxy rule configuration through natural language interaction. | Browser Automation | 8 | 0 |
| 302_browser_use_mcp | 302 BrowserUse MCP | Browser Automation | 2 | 4 |
| webscraping-ai-mcp-server | A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities. | Browser Automation | 2 | 2 |
| cleanuri-url-shortener-mcp | This MCP server will return the shortened URL using cleanuri. | Browser Automation;Developer Tools | 1 | 2 |
| mcp-tavily | mcp server of tavily | Browser Automation;Search | 3 | 1 |
| hn-companion-mcp | MCP for Hacker News Companion | Search;Browser Automation | 0 | 1 |
| mcp-browser-automation | Model Context Protocol based AI Agent that runs a browser from Claude desktop | Browser Automation | 6 | 4 |
| mmnt-mcp-server | MCP server for Mamont search engine | Search;Browser Automation | 0 | 0 |
| Fetch-Browser | A powerful headless browser MCP server that enables AI agents to fetch web content and perform Google searches without requiring any API keys. | Browser Automation;Search | 6 | 1 |
| mcp-server-bwt | Model Context Protocol (MCP) server for Bing Webmaster Tools (BWT) allowing Claude.ai and other clients to interact with the BWT API | Browser Automation;Search | 2 | 0 |
| mcp-undetected-chromedriver | undetected-chromedriver server. | Browser Automation | 3 | 1 |
| McpDocServer | 一个基于MCP协议的开发文档服务器，专为各类开发框架文档设计 | Search;Browser Automation | 46 | 6 |
| kagi-search-mcp | MCP server for Kagi Search | Browser Automation;Search | 2 | 1 |
| sitemap-mcp-server | MCP server for fetching parsing and crawling sitemaps of a given website | Browser Automation;Search | 1 | 1 |
| mcp-google-custom-search-server | An mcp server for searching against google custom search api | Browser Automation;Search | 16 | 9 |
| mcp-access | 自分用MCPサーバ | Browser Automation | 0 | 0 |
| searxng-simple-mcp | SearxNG MCP Server provides privacy-focused web search for AI assistants using SearxNG and the Model Context Protocol. | Browser Automation;Search | 1 | 1 |
| scrapeless-mcp-server | Scrapeless Mcp Server | Search;Browser Automation | 9 | 2 |
| fetcher-mcp | MCP server for fetch web page content using Playwright headless browser. | Browser Automation | 2 | 5 |
| wordpress-mcp-server | This is the most comprehensive wordpress mcp server. Includes functionality to perform CRUD operations on Users Blogs Categories and much more. Get specialised stats as well. | Developer Tools;Browser Automation | 19 | 4 |
| web-eval-agent | An MCP server that autonomously evaluates web applications. | Browser Automation | 300 | 9 |
| perplexity-tool | perplexity search tool for Claude MCP | Browser Automation;Search | 2 | 1 |
| mcp-google-cse | A Model Context Protocol server that provides search capabilities using a Google CSE (custom search engine). | Browser Automation;Search | 15 | 1 |
| mcp-jinaai-reader | 🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Reader | Browser Automation;Databases;Search | 25 | 3 |
| MCP-Puppeteer-Linux | Linux version of puppeteer | Browser Automation | 4 | 4 |
| cline-browser-use-mcp | Cline Browser-Use MCP | Browser Automation | 18 | 1 |
| api-to-mcp | Turn any API to MCP tool | Browser Automation | 0 | 3 |
| webSearch-Tools | Web Search tools are a series of tools that allow Claude to acces de internet via MCP Server | Browser Automation;Search | 1 | 3 |
| rest-to-postman | Rest To Postman Collection MCP Server | Browser Automation | 0 | 0 |
| mcp-server-weibo | Model Context Protocol服务器，用于抓取微博用户信息、动态和搜索功能 | Browser Automation;Social Media | 18 | 2 |
| mcp-playwright | Repository contains Playwright Model Context Protocol to automate Browser and APIs | Browser Automation | 1 | 0 |
| WebSearch-MCP | [Self-hosted] A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results. | Browser Automation;Search | 7 | 1 |
| mcp-llms-txt-explorer | MCP to explore websites with llms.txt files | Browser Automation | 33 | 6 |
| cline | Autonomous coding agent right in your IDE capable of creating/editing files executing commands using the browser and more with your permission every step of the way. | Command Line;Browser Automation | 41583 | 4656 |
| app-builder | appbuilder-sdk 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用 | Browser Automation | 521 | 128 |
| playwright-record-mcp | playwright-mcp with video record | Browser Automation | 0 | 0 |
| Swagger-MCP | MCP wrapper for Swagger/OpenAPI definitions | Browser Automation | 11 | 1 |
| mcp-DEEPwebresearch | Enhanced MCP server for deep web research | Browser Automation | 0 | 0 |
| firecrawl-mcp-server | Official Firecrawl MCP Server - Adds powerful web scraping to Cursor Claude and any other LLM clients. | Browser Automation | 0 | 1 |
| browser-control-mcp | An MCP server paired with a browser extension that enables LLM clients to control the user's browser. | Browser Automation | 15 | 3 |
| mcp-server-requests | Web Content Retrieval (full webpage filtered content or Markdown-converted) Custom User-Agent Multi-HTTP Method Support (GET/POST/PUT/DELETE/PATCH) LLM-Controlled Request Headers LLM-Accessible Response Headers and more. | Browser Automation | 2 | 0 |
| mcp-selenium | An MCP implementation for Selenium WebDriver | Browser Automation | 108 | 21 |
| mcp-fetch | MCP Fetch Server Implementation | Browser Automation | 1 | 2 |
| mcp-framework | 一个强大的MCP（Model Context Protocol）开发框架，一个用于SEE（Standard Extension Environment）对接的模块化工具框架。该框架允许开发者轻松创建和扩展自定义工具，并通过MCP协议与模型交互。 | File Systems;Browser Automation | 5 | 0 |
| mcp-server | puppeteer + mcp + steel [WIP] | Browser Automation | 0 | 0 |
| MediaWiki-MCP-adapter | A custom Model Context Protocol adapter for MediaWiki and WikiBase APIs | Browser Automation;Knowledge & Memory | 1 | 0 |
| BurpSuite-MCP-Server | BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementation for BurpSuite providing programmatic access to Burp's core functionalities. | Security;Browser Automation;Monitoring | 22 | 1 |
| mcp_searxng_search | An attempt at an MCP for searxng search specifically for Goose | Browser Automation | 0 | 0 |
| mcp-webresearch | MCP web research server (give Claude real-time info from the web) | Browser Automation | 0 | 0 |
| mcp-xpath | MCP for evaluating xpath | Browser Automation | 0 | 2 |
| MCPDocSearch | This project provides a toolset to crawl websites wikis tool/library documentions and generate Markdown documentation and make that documentation searchable via a Model Context Protocol (MCP) server designed for integration with tools like Cursor. | Browser Automation | 8 | 3 |
| browser-tools-mcp | browser-tools-mcp | Browser Automation | 1 | 0 |
| tavily-server | AI-powered search capabilities for AI assistants using the Tavily API and Model Context Protocol (MCP) | Browser Automation | 6 | 0 |
| mcp-webresearch-stealthified | MCP web research server (give Claude real-time info from the web) | Browser Automation | 1 | 0 |
| searxng-mcp | A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG a privacy-respecting metasearch engine. | Browser Automation | 7 | 1 |
| search-engine-with-rag-and-mcp | MCP Server supported search engine | Browser Automation | 0 | 0 |
| baseline-mcp-server | 特定のWeb APIに関するBaselineの状況を提供するModel Context Protocolサーバー | Browser Automation | 25 | 0 |
| rod-mcp | Model Context Protocol Server of Rod | Browser Automation | 15 | 3 |
| mcp-duckduckgo | A DuckDuckGo search plugin for Model Context Protocol (MCP) compatible with Claude Code. Provides web search functionality with advanced navigation and content exploration features. | Browser Automation | 3 | 3 |
| mcp-webresearch | MCP web research server (give Claude real-time info from the web) | Browser Automation | 11 | 0 |
| query_table | query table from some websites support MCP | Browser Automation;Finance | 14 | 2 |
| google-workspace-mcp-server-no-calendar-deletetion | A Model Context Protocol server for Google Workspace integration (Gmail and Calendar) | Communication;Calendar Management | 0 | 0 |
| mcp-gsuite | MCP Server to interact with Google Gsuite prodcuts | Communication;Calendar Management | 1 | 0 |
| mcp-google-calendar | MCP server that provides doc forge capabilities | Calendar Management | 1 | 2 |
| meeting-mcp | Model Context Protocol server for AI assistants to create meeting bots search transcripts and manage meeting recordings. | Calendar Management;Communication | 10 | 1 |
| py-mcp-gcalendar | py-mcp-gcalendar | Calendar Management | 0 | 0 |
| mcp-pa-ai-agent | A personal assistant AI agent built with the Model Context Protocol (MCP) | Calendar Management;Communication;Home Automation & IoT | 6 | 0 |
| gmail-mcp-server | Gmail Model Context Protocol Server implementation | Cloud Platforms;Calendar Management;Communication | 0 | 1 |
| personal-assistant-mcp | A powerful personal assistant server that integrates with various services including Google Calendar Obsidian Vault Trello and web page parsing capabilities. | Note Taking;Calendar Management | 2 | 0 |
| dida | Manage your projects and tasks in dida365 | Note Taking;Calendar Management | 0 | 0 |
| google-calendar-mcp | The google calendar MCP (Model Context Protocol) for Claude | Calendar Management | 2 | 0 |
| google-calendar-mcp | MCP integration for Google Calendar to manage events. | Calendar Management | 164 | 60 |
| heroku-mcp-server | Heroku Platform MCP Server | Developer Tools;Cloud Platforms | 28 | 7 |
| nacos-mcp-server | Nacos MCP Server | Cloud Platforms;Monitoring | 1 | 0 |
| edgeone-pages-mcp | An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL. | Developer Tools;Cloud Platforms | 54 | 7 |
| mcp-konnect | A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs allowing AI assistants to query and analyze Kong Gateway configurations traffic and analytics. | Cloud Platforms;Monitoring | 23 | 7 |
| apisix-mcp | APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API. | Developer Tools;Cloud Platforms | 17 | 2 |
| alibabacloud-ecs-mcp-server | AlibabaCloud CloudOps MCP Server | Virtualization;Cloud Platforms | 15 | 2 |
| azure-mcp | A Model Context Protocol (MCP) implementation that enables Claude Desktop to interact with Azure services. This integration allows Claude to query and manage Azure resources directly through natural language conversations. | Cloud Platforms;Security | 13 | 5 |
| alibabacloud-dataworks-mcp-server | A Model Context Protocol (MCP) server that provides tools for AI allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly. | Cloud Platforms;Developer Tools | 14 | 1 |
| FastlyMCP | Fastly MCP brings the power of Fastly's API directly to your AI assistants through the Model Context Protocol (MCP). | Cloud Platforms;Monitoring | 3 | 1 |
| mcp-server-azure-devops | An MCP server for Azure DevOps | Cloud Platforms;Version Control | 95 | 23 |
| mantrachain-mcp | mantrachain mcp | Finance;Cloud Platforms | 2 | 0 |
| playfab-mcp-server | MCP Server for PlayFab | Databases;Cloud Platforms | 0 | 0 |
| ccxt-mcp | CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple | Cloud Platforms;Finance | 29 | 8 |
| mcp-gemini-server | This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse. | Cloud Platforms | 11 | 1 |
| consul-mcp-server | A consul MCP Server (modelcontextprotocol) | Monitoring;Cloud Platforms | 6 | 1 |
| gcp-mcp | A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations. | Cloud Platforms;Developer Tools | 53 | 6 |
| mcp-server-terrakube | Model Context Protocol Server for Terrakube | Cloud Platforms | 1 | 1 |
| cos-mcp | 基于 MCP 协议的腾讯云 COS MCP Server，无需编码即可让大模型快速接入腾讯云存储 (COS) 和数据万象 (CI) 能力。 | Cloud Platforms;Cloud Storage | 7 | 3 |
| MCP2Lambda | Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP). | Security;Developer Tools;Cloud Platforms | 95 | 16 |
| MCP-on-AWS-Bedrock | A simple and clear example for implementation and understanding Anthropic MCP (on AWS Bedrock). | Cloud Platforms | 40 | 8 |
| azure-resource-graph-mcp-server | Model Context Protocol (MCP) server that provides access to Azure Resource Graph queries. It allows you to retrieve information about Azure resources across your subscriptions using Resource Graph queries. | Cloud Platforms;Monitoring | 3 | 0 |
| aws-nova-canvas-mcp | MCP server for generating and editing images using AWS Bedrock’s Nova Canvas model | Cloud Platforms;Image & Video Processing | 2 | 2 |
| databutton-app-mcp | Use your Databutton app APIs as tools in other agents with MCP | Cloud Platforms | 1 | 1 |
| remote-mcp-functions-typescript | This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging and azd up to have it in the cloud in a couple minutes. The MCP server is secured by design. | Cloud Platforms | 20 | 7 |
| mcp | AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow | Cloud Platforms;Image & Video Processing | 2418 | 144 |
| just-prompt | just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI Anthropic Google Gemini Groq DeepSeek and Ollama) | Cloud Platforms | 165 | 56 |
| alibabacloud-core-mcp-server | AlibabaCloud CloudOps MCP Server | Cloud Platforms;Virtualization | 15 | 2 |
| firefly-mcp | Firefly MCP | Cloud Platforms | 5 | 2 |
| azure-mcp | This repository is for development of the Azure MCP Server bringing the power of Azure to your agents. | Cloud Platforms;Databases | 341 | 48 |
| workers-mcp | Talk to a Cloudflare Worker from Claude Desktop! | Cloud Platforms | 486 | 44 |
| sns-mcp-server | mcp server for sns | Finance;Cloud Platforms | 5 | 1 |
| alibabacloud-rds-openapi-mcp-server | MCP server for RDS Services via OPENAPI. | Cloud Platforms;Databases | 13 | 2 |
| fonoster | 🚀 The open-source alternative to Twilio. | Communication;Cloud Platforms | 6590 | 390 |
| coolify-mcp-server | Interact with your coolify server from claude desktop | Virtualization;Cloud Platforms | 6 | 7 |
| mcp-server | Rad Security MCP Server | Monitoring;Security;Cloud Platforms | 1 | 0 |
| mcp-sse-authenticated-cloud-run | Host an Model Context Protocol SSE deployment on Cloud Run Authenticating with IAM. | Cloud Platforms;Security | 18 | 1 |
| hostbridge-mcp | MCP server for simplified framework deployments on shared hosting environments | Cloud Platforms | 1 | 1 |
| mcp-server-aistor | Official MCP Server for AIStor | Cloud Platforms;Cloud Storage | 23 | 1 |
| qlik-mcp | An MCP server to run qlik | Cloud Platforms | 1 | 0 |
| pipedream | Connect APIs remarkably fast. Free for developers. | Cloud Platforms | 9613 | 5309 |
| mcp-hetzner | A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions. | Virtualization;Cloud Platforms | 6 | 0 |
| FIWARE-MCP-Server | A First FIWARE Model Context Protocol Server | Cloud Platforms | 2 | 3 |
| mcp-supabase | Supabase MCP Server enabling Cursor & Windsurf to use any method from Management API and query your database | Cloud Platforms | 9 | 4 |
| k8s-mcp | A Python-based Model Context Protocol (MCP) tool for Kubernetes clusters that exposes a comprehensive API to retrieve cluster information and diagnose issues. | Cloud Platforms;Monitoring | 3 | 0 |
| yourware-mcp | mcp server for yourware | Cloud Platforms | 3 | 0 |
| aws-cost-explorer-mcp-server | MCP server for understanding AWS spend | Monitoring;Finance;Cloud Platforms | 84 | 22 |
| llm_gateway_mcp_server | The Ultimate Model Context Protocol (MCP) Server providing unified access to a wide variety of useful and powerful tools. | Cloud Platforms | 19 | 0 |
| modal-mcp-server | MCP Server for managing Modal applications | Virtualization;Cloud Platforms | 3 | 1 |
| cloudtasks-mcp | MCP Server to interact with Google Cloud Tasks | Cloud Platforms | 0 | 1 |
| kom | kom 是一个用于 Kubernetes 操作的工具，SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。 它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源，甚至使用SQL查询k8s资源。这个项目支持多种 Kubernetes 资源类型的操作，并能够处理自定义资源定义（CRD）。 通过使用 kom，你可以轻松地进行资源的增删改查和日志获取以及操作POD内文件等动作。 | Cloud Platforms | 98 | 14 |
| mcp-lambda-sam | An AWS Serverless Application Model that operates as an MCP server via serverless AWS resources | Cloud Platforms | 9 | 2 |
| seatunnel-mcp | A Model Context Protocol (MCP) server for Apache Seatunnel. This provides access to your Apache Seatunnel RESTful API V2 instance and the surrounding ecosystem. | Cloud Platforms;Monitoring | 13 | 2 |
| mcp-server-docker | Docker's MCP Server | Cloud Platforms;Virtualization | 2 | 0 |
| onos-mcp-server | A Model Context Protocol (MCP) server implementation that provides network control and management capabilities through the ONOS SDN controller. | Cloud Platforms;Monitoring | 2 | 0 |
| remote-mcp-apim-functions-python | Azure API Management as AI Gateway to Remote MCP servers. | Cloud Platforms;Security | 30 | 11 |
| CorefluxMCPServer | Coreflux MQTT MCP Server | OS Automation;Cloud Platforms;Home Automation & IoT | 2 | 0 |
| mcp-nutanix | MCP Server for Nutanix | Cloud Platforms | 5 | 0 |
| openapi-mcp-server | Allow AI to wade through complex OpenAPIs using Simple Language | Cloud Platforms | 538 | 62 |
| sdk | Integrate SettleMint into your application with ease. | Cloud Platforms | 13 | 1 |
| mcp-headless-gmail | A MCP (Model Context Protocol) server that provides get send Gmails without local credential or token setup. | Cloud Platforms;Communication | 17 | 6 |
| azure-cli-mcp | Talk with Azure using MCP | Cloud Platforms;OS Automation | 58 | 8 |
| mcp-client-langchain-py | Simple CLI MCP Client Implementation Using LangChain ReAct Agent / Python | Cloud Platforms | 8 | 2 |
| mcp-netbird | MCP Server for Netbird | Cloud Platforms;Monitoring | 28 | 0 |
| kubectl-mcp-server | A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude Cursor and others to interact with Kubernetes clusters through natural language. | Virtualization;Cloud Platforms | 380 | 53 |
| google_openai_mcp | This is a simple App which showcases how google's A2A protocol works along with Anthropic's MCP protocol with a simple EC2 creation mcp tool | Cloud Platforms;OS Automation | 0 | 0 |
| QuantMCP | A integração entre o Model Context Protocol (MCP) e a computação quântica representa uma fronteira inovadora na interseção entre inteligência artificial e processamento quântico | Cloud Platforms;Research & Data | 0 | 2 |
| mcp-server | mcp-server | Cloud Platforms;Virtualization | 0 | 0 |
| hedera-mcp-server | Hedera MCP server | Cloud Platforms | 0 | 0 |
| Automated-BOD-25-01-CISA-Microsoft-Policies-MCP | BOD 25-01: Implementing Secure Practices for Cloud Services Required Configurations MCP | Cloud Platforms | 2 | 1 |
| mcp_media_generator | MCP SSE server with tools to create images and videos using Amazon Nova models via AWS Bedrock. | Image & Video Processing;Cloud Platforms;Cloud Storage | 2 | 0 |
| mcp-prefect | https://pypi.org/project/mcp-prefect/0.1.0/ | Cloud Platforms;Monitoring | 5 | 1 |
| mcp-ipfs | 🪐 MCP IPFS Server | File Systems;Cloud Storage | 3 | 2 |
| cloudinary-mcp-server | Model Context Protocol (MCP) Server for Cloudinary API | Cloud Storage;Image & Video Processing | 0 | 2 |
| powerpoint-mcp | A MCP server project that creates PowerPoint presentations forked from supercurses/powerpoint with additional features | Image & Video Processing;Cloud Storage | 16 | 1 |
| claudekeep | ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude Desktop | Note Taking;Knowledge & Memory;Cloud Storage | 7 | 4 |
| mcp-storage-server | Storacha MCP storage server - self-sovereign data for your AI applications. | Cloud Storage;File Systems | 6 | 0 |
| mcpsharepoint | Model Context Protocol server that provides access to Organisational SharePoint. | Cloud Storage;File Systems | 13 | 3 |
| mcp-filesystem-server | A Model Context Protocol server for accessing your file system. | Cloud Storage;File Systems | 2 | 0 |
| google-docs-mcp | Google Docs MCP is an MCP server (primarily for use in Claude Desktop) that gains full access to your google docs and allows claude to make direct edits and formatting. Use cases include writing notes letters resumes creating tables etc. | Cloud Storage;Note Taking | 9 | 0 |
| mcp-google-docs | A lightweight MCP Server for integrating Google Docs Sheets and Slides with custom applications. Enables seamless document management real-time collaboration and API-based automation. | Cloud Storage;Databases | 3 | 2 |
| mcp-google-sheets | This MCP server integrates with your Google Drive and Google Sheets to enable creating and modifying spreadsheets. | Databases;Cloud Storage | 49 | 8 |
| activepieces | AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents | Cloud Storage | 14023 | 1817 |
| mcp-sage | MCP Server for getting second opinions/reviews on large amounts of code. | Code Execution | 1 | 2 |
| apktool-mcp-server | A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) | Coding Agents | 50 | 5 |
| furi | CLI & API for MCP management | Command Line | 1 | 0 |
| mcp-hydra | A lightweight extensible cybersecurity toolkit that connects AI assistants to security tools through the Model Context Protocol (MCP) enabling AI-assisted security research scanning and analysis. | Command Line | 3 | 1 |
| mcp-server | Vapi MCP Server | Communication;Developer Tools | 11 | 2 |
| room-mcp | Allow MCP clients like claude-desktop to use rooms to coordinate with other agents | Developer Tools;Virtualization;Communication | 5 | 2 |
| slack-mcp-server | The most powerful MCP Slack Server with Stdio and SSE transports Proxy support and no permission requirements on Slack Workspace! | Communication | 21 | 3 |
| resend-mcp | A MCP server for Resend API. Let LLMs compose and send emails for you. | Communication | 0 | 2 |
| mcp-teams-server | An MCP (Model Context Protocol) server implementation for Microsoft Teams integration providing capabilities to read messages create messages reply to messages mention members. | Communication | 62 | 5 |
| pluggedin-mcp | Plugged.in MCP Server manages all your other MCPs in one MCP. | Developer Tools;Communication | 2 | 1 |
| mcp-telegram | MCP server to work with Telegram through MTProto | Communication;Search | 74 | 10 |
| Teamwork-MCP | MCP server to connect to the Teamwork API | Communication | 4 | 2 |
| mcp-discord | Implement Discord MCP server enabling AI assistants to interact with the Discord platform. | Communication | 7 | 5 |
| zoom-mcp-server | Now you can date a Zoom meeting with AI's help. | Communication;Social Media | 9 | 1 |
| gmail-mcp | MCP Implementation for Gmail Services | Communication | 4 | 2 |
| apple-mcp | Collection of apple-native tools for the model context protocol. | Communication;Note Taking | 1434 | 97 |
| twitter-mcp | A Model Context Protocol server allows to interact with Twitter enabling posting tweets and searching Twitter. | Communication;Social Media | 192 | 16 |
| confluence-mcp | A Model Context Protocol server for Confluence. | Knowledge & Memory;Communication | 2 | 1 |
| mcp-webhook | mcp webhook | Communication | 7 | 4 |
| mcp-feishu-proj | 基于MCP（Model Context Protocol）协议的飞书项目管理工具 | Communication | 3 | 1 |
| ntfy-me-mcp | An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!) | Communication | 6 | 1 |
| slack-mcp-server | A Slack MCP server | Communication | 18 | 2 |
| KickMCP | Kick API MCP | Communication;Developer Tools | 2 | 1 |
| folderr-mcp-server | A Model Context Protocol (MCP) server that provides tools to interact with Folderr's API | Communication;Developer Tools | 1 | 3 |
| mcp-linear | MCP server that enables AI assistants to interact with Linear project management system through natural language allowing users to retrieve create and update issues projects and teams. | Communication | 56 | 7 |
| imessage-mcp-server | An MCP server that uses AppleScript to send iMessages and manage contacts. | Customer Data Platforms;Communication | 3 | 2 |
| smartlead-mcp-server-local | Local version of Smartlead MCP for quick download and deployment to MCP compatible clients or n8n. | Communication;Marketing | 4 | 1 |
| mcp-mail | 📧 MCP Mail Tool - AI-powered email management tool | 基于 MCP 的智能邮件管理工具 | Communication | 10 |
| mcp-atlassian | MCP server for integrating Atlassian products (Confluence Jira) with Model Context Protocol | Search;Communication | 0 | 0 |
| sendgrid-mcp | Allows AI Agents to interact with the Twilio SendGrid v3 API managing contact lists templates single sends and stats | Marketing;Customer Support;Communication | 10 | 3 |
| mcp-server-router | mcprouter for remote mcp servers | Communication | 2 | 2 |
| poe-proxy-mcp | A FastMCP v2 server that proxies the Poe.com API supporting both STDIO and SSE transports | Communication | 0 | 0 |
| mcp-google-gmail | A powerful Model Context Protocol (MCP) server providing comprehensive Gmail integration with LLM processing capabilities. | Communication | 2 | 1 |
| mcp-whatsapp-web | WhatsApp MCP server | Communication | 1 | 1 |
| feishu-mcp-server | MCP server provides feishu related operations | Communication | 25 | 6 |
| phonepi-mcp | PhonePi MCP enables seamless integration between desktop AI tools and your smartphone providing 23+ direct actions including SMS messaging phone calls contact management snippet creation and search clipboard sharing notifications battery status checks and remote device controls. | Communication;OS Automation | 10 | 0 |
| mcp-telegram | MCP Server for Telegram | Communication | 20 | 3 |
| hello-world-mcp-server | Demostrate simple mcp server with typescript. | Communication | 0 | 1 |
| telegram-mcp | Telegram MCP for managing dialogs messages drafts read statuses and more. | Communication | 31 | 1 |
| claude-post | ClaudePost enables seamless email management through natural language conversations with Claude offering secure features like email search reading and sending. | Communication | 62 | 9 |
| clickup-mcp-server | MCP Server for ClickUp | Communication | 1 | 0 |
| mcp-notmuch-sendmail | A model context protocol server that reads mails with notmuch and sends mail with sendmail | Communication;Databases | 2 | 0 |
| phone-mcp | A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human | OS Automation;Communication | 21 | 1 |
| mcp-dust-server | Model Context Protocol (MCP) bridge server for connecting to Dust.tt AI assistants | Communication | 2 | 0 |
| mcp-telegram | An MCP for telegram to integrate with Claude desktop. | Communication | 4 | 1 |
| zulip-mcp | A model context protocol server for zulip | Communication | 1 | 0 |
| selector-mcp-server | An MCP Server and sample client for Selector AI | Communication | 2 | 1 |
| linkedin-mcp | An MCP server to use the LinkedIn API. | Communication;Social Media | 1 | 0 |
| clickup-mcp-server | Fork of ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol | Communication | 0 | 1 |
| LarkAgentX | 基于MCP function call的飞书全场景AI Agent | Communication | 65 | 8 |
| mcp-resend | Send emails directly from Cursor with this email sending MCP server | Communication | 0 | 0 |
| systemprompt-mcp-gmail | A specialized Model Context Protocol (MCP) server that enables you to search read delete and send emails from your Gmail account leveraging an AI Agent to help with each operation. Optimized for Systemprompt MCP Voice client. | Communication;Speech Processing | 5 | 2 |
| brevo-mcp | Multi-Channel Platform (MCP) for Brevo API integration with Claude | Communication;Customer Support;Marketing | 0 | 3 |
| confluence-mcp-server | confluence-mcp-server for 8 | Note Taking;Communication | 1 | 0 |
| whatsapp-mcp-ts | WhatsApp MCP Server (TypeScript/Baileys) | Communication | 13 | 4 |
| lark-tools-mcp | MCP server provides Feishu related operations to AI encoding agents such as cursor 飞书MCP插件，读取文档、发送消息、合同审批、数据处理..... | Note Taking;Communication | 23 | 2 |
| imap-mcp | IMAP Model Context Protocol server for interactive email processing | Communication | 4 | 0 |
| buttondown-mcp | ModelContextProtocal server for interacting with buttondown | Marketing;Communication | 0 | 0 |
| gmail-mcp-server | MCP server for Gmail integration | Communication | 7 | 2 |
| yarr | model context protocol ARR server | Entertainment & Media;Communication | 2 | 2 |
| square-mcp | Square Model Context Protocol Server | Customer Data Platforms;Location Services | 3 | 3 |
| hubspot-mcp | MCP Implementation for HubSpot | Customer Data Platforms | 5 | 2 |
| magento2-mcp | A MCP server for Magento 2 | Customer Data Platforms;E-commerce & Retail | 12 | 1 |
| apollo-io-mcp-server | apollo.io mcp server typescript | Search;Customer Data Platforms | 4 | 3 |
| mcp-hubspot | A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times. | Customer Data Platforms | 53 | 27 |
| mcp-dyamics365-server | MCP Server for Microsoft Dynamics 365 | Databases;Customer Data Platforms | 4 | 3 |
| mcp-dynamics365-server | MCP Server for Microsoft Dynamics 365 | Customer Data Platforms | 4 | 3 |
| dodopayments-node | The official TypeScript library for the Dodo Payments API | Customer Data Platforms;Finance | 10 | 0 |
| mcp-servers | A collection of MCP servers. | Customer Data Platforms | 3 | 1 |
| hubspot-mcp | mcp server for interacting with HubSpot | Customer Data Platforms | 8 | 0 |
| MCP-Salesforce | MCP Salesforce connector | Databases;Customer Data Platforms | 51 | 20 |
| SmartCustomerSupportMCP | 这是一个基于MCP框架的智能客服系统示例项目，用于演示如何构建和部署智能客服应用 | Customer Support;Knowledge & Memory | 1 | 0 |
| pinecone-mcp | Connect your Pinecone projects to Cursor Claude and other AI assistants | Search;Databases | 3 | 1 |
| mcp-sqlalchemy-server | A simple MCP ODBC server using FastAPI ODBC and SQLAlchemy. | Databases | 8 | 3 |
| powerdrill-mcp | The MCP server for Powerdrill API. | Research & Data;Databases | 5 | 1 |
| mcp-redis | The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently | Databases;Knowledge & Memory | 18 | 6 |
| oceanbase_mcp_server | A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. This server allows AI assistants to list tables read data and execute SQL queries through a controlled interface making database exploration and analysis safer and more structured. | Databases | 2 | 1 |
| medusa-mcp | MCP server for Medusa JS SDK | Databases;Developer Tools | 12 | 0 |
| pocketbase-mcp | This is an MCP server that interacts with a PocketBase instance. It allows you to fetch list create update and manage records and files in your PocketBase collections. | Databases;Developer Tools | 8 | 0 |
| memento-mcp | Memento MCP: A Knowledge Graph Memory System for LLMs | Knowledge & Memory;Databases | 44 | 7 |
| mcpFirebird | Implementation of Anthropic's MCP protocol for Firebird databases. | Databases | 8 | 4 |
| mcp-memory-libsql | 🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search semantic knowledge storage and efficient relationship management - perfect for AI agents and knowledge graph applications. | Knowledge & Memory;Databases | 48 | 8 |
| cryo-mcp | A Python package for accessing Cryo datasets via Claude Code | Databases;Research & Data | 88 | 10 |
| mcp-memory-libsql | 🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search semantic knowledge storage and efficient relationship management - perfect for AI agents and knowledge graph applications. | Knowledge & Memory;Databases | 4 | 2 |
| memory-box-mcp | Cline MCP integration for Memory Box - save search and format memories with semantic understanding | Databases;Search;Knowledge & Memory | 4 | 1 |
| mcp-postgres-server | MCP PostgreSQL Server | Databases | 2 | 1 |
| postgres-mcp | Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents. | Databases | 128 | 8 |
| typesense-mcp-server | MCP server for Typesense | Search;Databases | 2 | 1 |
| mssql_mcp_server | A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables read data and execute SQL queries while maintaining security and structure. | Databases;Developer Tools | 68 | 7 |
| mcp-variance-log | Agentic tool that looks for statistical variations in conversation structure and logs unusual events to a SQLite database. | Monitoring;Databases | 3 | 1 |
| onchain-mcp | Bringing the bankless onchain API to MCP | Databases;Finance | 28 | 7 |
| elasticsearch-mcp | Elasticsearch MCP server with available features including mappings management search and indexing and index management etc. | Search;Databases | 8 | 0 |
| mcp-pyodbc-server | A simple MCP ODBC server using FastAPI ODBC and PyODBC. | Databases | 0 | 0 |
| cedarscript-mcp | MCP server integrating CEDARScript grammar functionality into tool use. | Databases | 8 | 1 |
| Supabase-MCP | A model context protocol implementation granting LLMs access to make database queries and learn about supabase types. | Databases | 10 | 3 |
| airtable-mcp | Search create and update Airtable bases tables fields and records using Claude Desktop and MCP (Model Context Protocol) clients | Databases;Knowledge & Memory | 33 | 11 |
| iotdb-mcp-server | Apache IoTDB MCP Server | Databases | 12 | 1 |
| mcp-odbc-server | Typescript based Model Context Procotol (MCP) Server for Open Database Connectivity (ODBC) | Databases | 0 | 1 |
| genai-toolbox | MCP Toolbox for Databases is an open source MCP server for databases designed and built with enterprise-quality and production-grade use in mind. | Databases | 704 | 82 |
| mcp-brain-tools | A powerful MCP memory using a knowledge graph powered by elastic search | Databases;Search;Knowledge & Memory | 6 | 1 |
| database-tools | MCP tool that allows you to interact with MySQL databases | Databases | 3 | 0 |
| alibabacloud-adb-mysql-mcp-server | AnalyticDB for MySQL MCP Server | Databases | 7 | 4 |
| prisma | Next-generation ORM for Node.js & TypeScript | PostgreSQL MySQL MariaDB SQL Server SQLite MongoDB and CockroachDB | Databases | 41989 |
| mcp-server-axiom | Axiom Model Context Protocol Server | Databases | 37 | 4 |
| mysql_mcp_server_pro | 支持SSE，STDIO；不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展 Support for SSE STDIO in MySQL MCP server mcp_mysql_server_pro is not just about MySQL CRUD operations but also includes database anomaly analysis capabilities and makes it easy for developers to extend with custom tools. | Databases | 22 | 6 |
| directus-mcp | MCP server for Directus API integration | Databases | 4 | 3 |
| mcp-iceberg-service | MCP server for interacting with Apache Iceberg catalog from Claude enabling data lake discovery and metadata search through a LLM prompt. | Databases;Research & Data | 3 | 0 |
| clickhouse_mcp_server | A MCP server for ClickHouse | Databases | 1 | 0 |
| mongo-mcp | A mongo db server for the model context protocol (MCP) | Databases | 0 | 1 |
| mcp-server-iris | InterSystems IRIS MCP server | Databases;Monitoring | 2 | 0 |
| xero-mcp | A Model Context Protocol server allows Clients to interact with Xero | Databases;Finance | 13 | 4 |
| mongodb-mcp | A mongo db server for the model context protocol (MCP) | Databases | 0 | 0 |
| solr-mcp | A Python package for accessing Solr indexes via Claude Code | Databases | 2 | 0 |
| directus-mcp-server | Model Context Protocol server for Directus | Databases | 22 | 4 |
| mcp-sol | Model Context Protocol for Solana Client | Databases;Finance | 1 | 0 |
| practera-mcp-server | MCP server for Practera | Education & Learning Tools;Databases | 0 | 0 |
| tecton-mcp | Model Context Protocol [Anthropic] - Tecton Server | Databases | 0 | 1 |
| hr-mcp-server | MCP Server | Databases | 0 | 2 |
| firestore-advanced-mcp | Serveur MCP avancé pour Firebase Firestore avec support pour toutes les fonctionnalités avancées | Databases | 4 | 0 |
| dicedb-mcp | A Model Context Protocol (MCP) server implementation for DiceDB to enable AI applications to interact with DiceDB databases. | Databases | 3 | 0 |
| mcp-memory-pouchdb | simple memory mcp server with custom memory location | Databases;Knowledge & Memory | 3 | 0 |
| infisical-mcp-server | Infisical's official MCP server. | Security;Developer Tools | 14 | 1 |
| mcp | Hanzo AI + Hanzo Dev exposed via MCP. | File Systems;Developer Tools | 4 | 1 |
| hackle-mcp | Model Context Protocol server for Hackle | Developer Tools;Monitoring | 0 | 1 |
| atla-mcp-server | An MCP server implementation providing a standardized interface for LLMs to interact with the Atla API. | Research & Data;Developer Tools | 8 | 1 |
| 302_sandbox_mcp | 302 Sandbox MCP | Developer Tools | 9 | 1 |
| mcp-server-circleci | A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure and the Model Context Protocol enabling enhanced AI-powered development experiences. | Developer Tools;Monitoring | 18 | 6 |
| mcp | Official Magic UI MCP server. | Developer Tools;Image & Video Processing | 134 | 27 |
| mcp | A MCP server for using Semgrep to scan code for security vulnerabilities. | Security;Developer Tools | 130 | 11 |
| codelogic-mcp-server | An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant. | Developer Tools;Version Control | 7 | 1 |
| agentkit | Seamlessly integrate AI agents with Chargebee using AgentKit for smarter billing and subscription workflows. | Search;Developer Tools | 6 | 2 |
| plane-mcp-server | Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥 | Developer Tools | 17 | 3 |
| azure-devops-mcp-server | MCP Server for Cline to Access Azure devops | Version Control;Developer Tools | 24 | 10 |
| git-file-forensics | An MCP tool for deep git file-level forensics that helps get detailed insights into file histories changes and patterns focusing on individual file analysis rather than repository-wide operations. | Version Control;Developer Tools | 0 | 3 |
| runbook-mcp-server | Runbook MCP Server | Developer Tools;OS Automation | 1 | 0 |
| echo-mcp-server-for-testing | A simple echo MCP (Model Context Protocol) Server for testing MCP Clients. | Developer Tools | 0 | 1 |
| mcp-data-extractor | A model context protocol server to migrate data out of code (ts/js) into config (json) | Developer Tools | 5 | 1 |
| productboard-mcp | Integrate the Productboard API into agentic workflows via MCP | Knowledge & Memory;Developer Tools | 5 | 3 |
| mcp-confluence | This repository contains the source code for a confluence context server it provides prompts that can be used as slash commands for clients like Zed Editor in order to add page contents as context to the AI assistant. | Developer Tools | 9 | 1 |
| antd-components-mcp | An MCP service for Ant Design components query | 一个 Ant Design 组件查询的 MCP 服务，包含组件文档、API 文档、代码示例和更新日志查询 | Note Taking;Developer Tools | 26 |
| revit_mcp | Revit MCP. A Model Context Protocol server for Revit integration enabling seamless communication between Claude AI and Autodesk Revit. | Developer Tools | 4 | 2 |
| mcp-shell | Execute a secure shell in Claude Desktop using the Model Context Protocol. | Developer Tools;OS Automation | 32 | 6 |
| mcp-server | MCP server that provides tools and resources for integrating Hugeicons into various platforms. It implements a Model Context Protocol (MCP) server that helps AI assistants provide accurate guidance for using Hugeicons. | Image & Video Processing;Developer Tools | 0 | 0 |
| crypto-mcp | A Model Context Protocol (MCP) server for encrypting/decrypting/algorithm/hash | Developer Tools;Security | 4 | 1 |
| mcp-prompts | Model Context Protocol server for managing storing and providing prompts and prompt templates for LLM interactions. | Knowledge & Memory;Developer Tools | 27 | 4 |
| mcp-ollama | Query model running with Ollama from within Claude Desktop or other MCP clients | Developer Tools | 18 | 4 |
| github-mcp | GitHub MCP server for managing GitHub repositories and organizations | Developer Tools;Note Taking | 0 | 1 |
| locust-mcp-server | A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments. | Monitoring;Developer Tools | 1 | 0 |
| droidmind | Control your Android devices with AI using Model Context Protocol | Developer Tools;OS Automation | 112 | 9 |
| harvest-mcp-server | MCP Server for Harvest | Monitoring;Developer Tools | 2 | 1 |
| FileScopeMCP | Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python C C++ Rust Zig Lua. | Developer Tools;Knowledge & Memory | 79 | 5 |
| mcp-obsidian | Obsidian vault connector for Claude Desktop - enables reading and writing Markdown notes using Model Context Protocol (MCP) | Note Taking;Developer Tools | 4 | 1 |
| mcp-git-repo-browser | A Node.js implementation of a Git repository browser using the Model Context Protocol (MCP) | Developer Tools;Version Control | 2 | 1 |
| mcp-shrimp-task-manager | Shrimp Task Manager is a task tool built for AI Agents emphasizing chain-of-thought reflection and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement enabling agent-like developer behavior in reasoning AI systems. | Knowledge & Memory;Developer Tools | 62 | 16 |
| daipendency-mcp | Model Context Protocol server for Daipendency | Developer Tools | 53 | 6 |
| user-feedback-mcp | Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. | Developer Tools;OS Automation | 20 | 1 |
| source-map-parser-mcp | paser source map | Developer Tools;Monitoring | 2 | 0 |
| cribl-mcp | Cribl MCP Server | Monitoring;Developer Tools | 2 | 1 |
| revit-mcp | revit-mcp | Developer Tools;OS Automation | 9 | 4 |
| mcp_safe_local_python_executor | Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker VM cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime. | OS Automation;Developer Tools | 12 | 2 |
| vibe-check-mcp-server | The definitive Vibe Coder's sanity check MCP server: Prevent cascading errors in AI workflows by implementing strategic pattern interrupts. Uses tool call "Vibe Check" with LearnLM 1.5 Pro (Gemini API) fine-tuned for pedagogy and metacognition to enhance complex workflow strategy and prevents tunnel vision errors. | Developer Tools | 39 | 5 |
| shell-command-mcp | This is an MCP (Model Context Protocol) server that allows executing shell commands within a Docker container. It provides a secure and isolated environment for running commands without giving access to the host Docker daemon. | OS Automation;Developer Tools | 4 | 0 |
| vibe-coder-mcp | Vibe-Coder-MCP server extends AI assistants with specialized software development tools. | Developer Tools;Version Control | 5 | 1 |
| things-mcp | Things.app MCP Server | Developer Tools;OS Automation | 23 | 4 |
| phoenix | AI Observability & Evaluation | Developer Tools;Research & Data | 5459 | 403 |
| mobile-mcp | Model Context Protocol Server for Mobile Automation and Scraping (iOS Android Emulators Simulators and Physical Devices) | OS Automation;Developer Tools | 346 | 41 |
| mcp-devcontainers | MCP for devcontainers | Virtualization;Developer Tools | 1 | 3 |
| npm-sentinel-mcp | A powerful Model Context Protocol (MCP) server that revolutionizes NPM package analysis through AI. | Developer Tools;Security | 0 | 1 |
| pcm | MCP for reverse engineering | Developer Tools | 32 | 5 |
| code-context-provider-mcp | MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers with Zero Native Dependencies. | Developer Tools | 2 | 1 |
| react-mcp | react-mcp integrates with Claude Desktop enabling the creation and modification of React apps based on user prompts | Developer Tools | 10 | 3 |
| mcp-inception | Call another MCP client from your MCP client. Offload context windows delegate tasks split between models | Developer Tools | 20 | 1 |
| coding_devops_mcp_server | coding_devops_mcp_server | Version Control;Developer Tools | 1 | 0 |
| jira-mcp | A Model Context Protocol server for Jira. | Version Control;Monitoring;Developer Tools | 18 | 6 |
| Software-planning-mcp | An experiment in software planning using MCP | Developer Tools | 175 | 25 |
| mcp-easy-copy | A MCP server that lists all available MCP services for easy copying and usage | Developer Tools | 2 | 2 |
| mcp-starter | A super simple Starter to build your own MCP Server | Developer Tools | 0 | 0 |
| shadow-cljs-mcp | A Model Context Protocol server for monitoring shadow-cljs builds | Monitoring;Developer Tools | 1 | 3 |
| mcp-github-trending | MCP server for getting github trending repos & developers | Version Control;Developer Tools | 3 | 0 |
| mcp2serial | A open-source library enabling AI models to control hardware devices via serial communication using the MCP protocol. Initial support for Raspberry Pi Pico. | OS Automation;Home Automation & IoT;Developer Tools | 9 | 3 |
| jinni | Bring your project into LLM context - tool and MCP server | File Systems;Developer Tools | 208 | 10 |
| taskqueue-mcp | MCP tool for exposing a structured task queue to guide AI agent workflows. Great for taming an over-enthusiastic Claude. | Knowledge & Memory;Developer Tools | 12 | 3 |
| paddle-mcp-server | Interact with the Paddle API using AI assistants like Claude or in AI-powered IDEs like Cursor. Manage product catalog billing and subscriptions and reports. | Finance;E-commerce & Retail | 10 | 2 |
| shopify-mcp | MCP server for Shopify api usable on mcp clients such as Anthropic's Claude and Cursor IDE | E-commerce & Retail | 27 | 5 |
| printify-mcp | A Model Context Protocol (MCP) server for integrating AI assistants with Printify's print-on-demand platform | E-commerce & Retail | 2 | 1 |
| gumroad-mcp | A Model Context Protocol (MCP) server implementation for Gumroad API | Marketing;E-commerce & Retail | 10 | 3 |
| tailorkit-mcp | TailorKit MCP is a powerful product customization framework for e-commerce that enables merchants to create interactive personalization experiences. Features template management layer control and Shopify integration for offering customizable products with minimal development effort. | E-commerce & Retail | 3 | 1 |
| naver-search-mcp | MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web news blog shopping etc) and data trend analysis tools via DataLab API. | Search;E-commerce & Retail | 6 | 1 |
| shopify-mcp-server | MCP Server for Shopify API | E-commerce & Retail | 7 | 4 |
| agent-toolkit | PayPal Agent | Finance;E-commerce & Retail | 48 | 14 |
| dev-mcp | Shopify.dev MCP server | E-commerce & Retail | 182 | 12 |
| paypal-au-subscription-connector | PayPal Account Updater Subscription Connector for MCP | Finance;E-commerce & Retail | 0 | 1 |
| mcp-linkedin | A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn's Feeds and Job API. | E-commerce & Retail | 72 | 11 |
| FastMCP_RecSys | A fashion recommendation system built with FastAPI React MongoDB and Docker. It uses CLIP for image-based clothing tagging and provides a simple UI for users to upload images and receive recommendations | Image & Video Processing;E-commerce & Retail | 1 | 0 |
| agora-mcp | Agora MCP server to search & buy across thousands of online stores | E-commerce & Retail | 0 | 1 |
| scryfall-mcp | A mcp server for interacting with the Scryfall Magic The Gathering API | E-commerce & Retail | 2 | 4 |
| test-repo-mcp | Test repository for MCP server code | E-commerce & Retail | 0 | 0 |
| bio-mcp | BioMCP: Enabling agent-based biomedical R&D | Research & Data;Health & Wellness;Education & Learning Tools | 9 | 3 |
| canvas-mcp | Collection of Canvas LMS and Gradescope tools for the ultimate EdTech model context protocol. Allows you to query your courses find resources and chat with upcoming assignments in the AI app of your choice. try now! | Education & Learning Tools | 6 | 2 |
| jap-vocab-anki-mcp-server | Japanese Vocab Anki MCP Server | Note Taking;Education & Learning Tools | 0 | 0 |
| reference-mcp | Get citation data from CiteAs and Google Scholar | Research & Data;Education & Learning Tools | 2 | 0 |
| medadapt-content-server | A specialized MCP server for Claude Desktop that enhances AI-assisted medical learning | Research & Data;Education & Learning Tools | 2 | 1 |
| mcp | Hyperskill MCP | Education & Learning Tools | 0 | 0 |
| canvas-mcp | A Model Context Protocol server to run locally and connect to a Canvas LMS | Education & Learning Tools | 2 | 1 |
| jupyter-earth-mcp-server | 🪐 🌎 Jupyter Earth MCP Server | Research & Data;Education & Learning Tools | 2 | 2 |
| Gauntlet-Incept-MCP | A project that uses an MCP to create the Incept program. | Knowledge & Memory;Education & Learning Tools | 1 | 0 |
| clanki | An MCP server for connecting Claude Desktop with Anki Flashcards. | Education & Learning Tools | 3 | 1 |
| zen-syllabus-mcp | ZEN大学シラバスMCPサーバー実装 | Education & Learning Tools | 4 | 0 |
| mcp-teamtailor | The MCP Teamtailor is a Model Context Protocol (MCP) server that provides a simple integration with the teamtailor api. | Customer Support | 1 | 1 |
| mcp-database-server | MCP Database Server is a new MCP Server which helps connect with Sqlite SqlServer and Posgresql Databases | Databases | 12 | 2 |
| airtable-mcp | Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP). Connect your AI tools directly to Airtable for seamless data access and management. | Databases | 1 | 0 |
| marklogic-mcp | A repository for MarkLogic MCP integration | Databases | 1 | 0 |
| openapi-client-generator-mcp | A Model Context Protocol server for generating API clients with TypeScript. | Developer Tools | 0 | 2 |
| penrose-mcp | Penrose server for the Infinity-Topos environment | Research & Data;Developer Tools | 1 | 1 |
| mcpunk | MCP tools for Roaming RAG | Version Control;Search;Developer Tools | 42 | 3 |
| mcp-youtube | MCP server for Youtube | Image & Video Processing;Entertainment & Media | 9 | 3 |
| Youtube-Vision-MCP | MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API to interact with YouTube videos. | Image & Video Processing;Entertainment & Media | 2 | 0 |
| mcp-youtube | A Model-Context Protocol Server for YouTube in Jp | Entertainment & Media | 4 | 0 |
| ableton-copilot-mcp | An MCP server built on ableton-js that enables AI assistants to control Ableton Live in real-time providing capabilities for song management track control MIDI editing and audio recording through a standardized protocol interface. | Entertainment & Media | 6 | 1 |
| midi-file-mcp | A powerful MCP tool for parsing and manipulating MIDI files based on Tone.js. This library leverages the Model Context Protocol (MCP) to enable AI assistants to easily read analyze and modify MIDI files without dealing with the complexities of the MIDI file format. | File Systems;Entertainment & Media | 1 | 0 |
| mcp-claude-spotify | An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP). | Entertainment & Media | 7 | 1 |
| spotifyyy-mcp | making playlists got fun and easier wohoo. chat with claude and build personalized playlists. a spotify mcp server | Entertainment & Media | 1 | 0 |
| mcp-spotify | MCP for using spotify from within cursor | Speech Processing;OS Automation;Entertainment & Media | 2 | 2 |
| spotify-mcp | MCP to connect Claude with Spotify. | Entertainment & Media | 1 | 0 |
| youtube-mcp-server | Youtube mcp server | Search;Entertainment & Media | 2 | 1 |
| BangumiMCP | bgm.tv MCP Server | Search;Entertainment & Media | 2 | 1 |
| mcp-server-youtube-transcript | This is an MCP server that allows you to directly download transcripts of YouTube videos. | Image & Video Processing;Entertainment & Media | 0 | 0 |
| plex-mcp | Plex MCP server | Entertainment & Media | 0 | 0 |
| audius-mcp-atris | Model Context Protocol server for Audius. Perform market research purchase premium tracks upload songs and much more! | Entertainment & Media | 0 | 0 |
| filesystem-mcp | Node.js Model Context Protocol (MCP) server providing secure relative filesystem access for AI agents like Cline/Claude. | Note Taking;File Systems | 4 | 1 |
| Office-Word-MCP-Server | A Model Context Protocol (MCP) server for creating reading and manipulating Microsoft Word documents. This server enables AI assistants to work with Word documents through a standardized interface providing rich document editing capabilities. | Note Taking;File Systems | 79 | 10 |
| MCP_Chat_Logger | 📝 A FastMCP tool that automatically saves AI chat conversations to well-formatted Markdown files with timestamps and metadata. | Note Taking;File Systems | 4 | 1 |
| codemcp | Coding assistant MCP for Claude Desktop | File Systems | 1183 | 96 |
| deep-directory-tree-mcp | Powerful Model Context Protocol (MCP) implementation for visualizing directory structures with real-time updates configurable depth and smart exclusions for efficient project navigation | File Systems | 5 | 0 |
| memory-bank-mcp | MCP Server with Remote SSH support | Knowledge & Memory;File Systems | 6 | 3 |
| claude-code-mcp | claude-code-mcp | OS Automation;File Systems | 91 | 23 |
| DesktopCommanderMCP | This is MCP server for Claude that gives it terminal control file system search and diff file editing capabilities | OS Automation;File Systems | 1924 | 198 |
| mcp-JapaneseTextAnalyzer | MCP server for analyzing Japanese text with morphological analysis | Language Translation;File Systems | 1 | 2 |
| strava-mcp | A Model Context Protocol (MCP) server that connects to Strava API providing tools to access Strava data through LLMs | Health & Wellness;File Systems | 17 | 2 |
| mcp-docs-service | MCP Documentation Management Service - A Model Context Protocol implementation for documentation management | Search;Knowledge & Memory;File Systems | 19 | 4 |
| pdf-reader-mcp | An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text metadata or page counts. Uses pdf-parse. | File Systems | 10 | 2 |
| mcp-music-analysis | Integrate librosa whisper with LLMs to analyze music audio. | Image & Video Processing;File Systems | 10 | 1 |
| zip-mcp | An MCP tool that provides AI with the ability to compress and decompress local files. | OS Automation;File Systems | 9 | 1 |
| expo-mcp | WIP MCP server for expo apps. | File Systems | 0 | 1 |
| desktop-image-manager-mcp | MCP 服务器，用于管理桌面图片、查看详情、压缩、移动等（完全让Trae实现） | Image & Video Processing;File Systems | 1 | 1 |
| mcp-Pdf2png | MCP tool for converting PDF's to png files. | Image & Video Processing;File Systems | 3 | 1 |
| mcp-pdf-extraction-server | MCP server to extract contents from a PDF file | Research & Data;File Systems | 4 | 4 |
| image-generator-mcp-server | A Model Context Protocol Server To Generate Images | Image & Video Processing;File Systems | 9 | 6 |
| mcp-python-interpreter | MCP Python Interpreter: run python code. Python-mcp-server mcp-python-server Code Executor | File Systems | 23 | 3 |
| generator | CTX: The missing link between your codebase and your LLM. Context as Code (CaC) tool with MCP server inside. | File Systems | 76 | 7 |
| simple-files-vectorstore | A simple vector store that indexes content of files on local file system | Knowledge & Memory;File Systems | 19 | 1 |
| Feishu-MCP | 为 Cursor、Windsurf、Cline 和其他 AI 驱动的编码工具提供访问飞书文档的能力，基于 Model Context Protocol 服务器实现。 | Note Taking;File Systems | 25 | 5 |
| Office-PowerPoint-MCP-Server | A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating editing and manipulating PowerPoint presentations through the MCP protocol. | File Systems | 56 | 8 |
| mcp-grep | simple mcp server to wrap the local instance of grep. | File Systems | 2 | 1 |
| pymupdf4llm-mcp | MCP server for pymupdf4llm best pdf2md for LLM | File Systems | 0 | 0 |
| mcp-claude-code | MCP implementation of Claude Code capabilities and more | File Systems | 119 | 8 |
| repomix | 📦 Repomix (formerly Repopack) is a powerful tool that packs your entire repository into a single AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude ChatGPT DeepSeek Perplexity Gemini Gemma Llama Grok and more. | Version Control;File Systems | 15018 | 645 |
| LPS-MCP | Un servidor MCP mínimo para permitir a Claude interactuar con archivos locales | File Systems | 1 | 0 |
| mcp-filesystem-python | A MCP Filesystem implementation for Claude written mostly by Claude | File Systems | 10 | 2 |
| seekchat | ✨ A Sleek and Powerful AI Desktop Assistant that supports MCP integration✨ | OS Automation;File Systems | 19 | 4 |
| mcp-server-wsl-filesystem | filesystem MCP server for accessing WSL distributions from Windows | OS Automation;File Systems | 1 | 0 |
| claude-mcp-data-explorer | Windows MCP server for data exploration with Claude | Research & Data;File Systems | 1 | 1 |
| filesystem-mcp-server | A Model Context Protocol (MCP) server for platform-agnostic file capabilities including advanced search/replace and directory tree traversal | File Systems | 1 | 2 |
| mcp-filesystem | Not just another MCP filesystem. Optimized file operations with smart context management and token-efficient partial reading/editing. Process massive files without overwhelming context limits. | File Systems | 15 | 3 |
| mcp-toolbox | Maintenance of a set of tools to enhance LLM through MCP protocols. | OS Automation;File Systems | 12 | 1 |
| editor-mcp | A Python-based text editor server built with FastMCP that provides tools for file operations. This server enables reading editing and managing text files through a standardized API. | File Systems | 3 | 0 |
| mcp-filesystem | A secure Model Context Protocol (MCP) server providing filesystem access within predefined directories | File Systems | 7 | 0 |
| mcp-local-file-reader | 使用mcp协议帮助llm进行文件的本地读取 | OS Automation;File Systems | 3 | 0 |
| file-context-mcp | File Context MCP is a TypeScript-based application that provides an API for querying Large Language Models (LLMs) with context from local files. | File Systems | 1 | 2 |
| kicad-mcp | Model Context Protocol server for KiCad on Mac Windows and Linux | File Systems | 68 | 8 |
| document-edit-mcp | A lightweight MCP server for processing editing and interacting with PDF Word Excel and CSV documents. | OS Automation;File Systems | 12 | 4 |
| blender-open-mcp | Open Models MCP for Blender Using Ollama | File Systems | 18 | 4 |
| binary-reader-mcp | Model Context Protocol server for reading and analyzing binary files | File Systems | 0 | 0 |
| mcp-server-memory-file | Attempt to replicate ChatGPT like memory (text file) for Claude (and other MCP clients) | Note Taking;File Systems | 2 | 1 |
| hwp-mcp | mcp for handling hwp | OS Automation;File Systems | 96 | 16 |
| filesystem | mcp filesystem | File Systems | 0 | 1 |
| MCP | MCP Utilities Test | Version Control;File Systems | 0 | 0 |
| code-summarizer | A command-line tool and MCP server that summarizes code files using Gemini Flash 2.0 | File Systems | 1 | 1 |
| MCPDemo | MCP Local Server | File Systems | 0 | 0 |
| bicscan-mcp | BICScan MCP Server | Security;Finance | 3 | 4 |
| ss-mcp | MCP Server for Satstream API | Search;Finance | 0 | 1 |
| xtquantai | xtquant for ai MCP project. | Finance | 58 | 19 |
| asset-price-mcp | Asset Price MCP Server | Finance | 1 | 0 |
| mcp-paradex-py | Connect AI agents to the Paradex trading platform. Retrieve market data manage accounts and execute trades seamlessly. Enhance your trading experience with automated tools and real-time insights. | Finance | 3 | 1 |
| armor-crypto-mcp | The MCP server for interacting with Blockchain Swaps Strategic Planning and more. | Finance | 175 | 4 |
| ynab-mcp-server | Model Context Protocol for YNAB (you need a budget) | Finance | 1 | 2 |
| mcp-server-ccxt | High-performance CCXT MCP server for cryptocurrency exchange integration | Finance | 12 | 1 |
| stock-analysis-mcp | A collection tools to analyze stock tickers for the Model Context Protocol. | Finance | 1 | 3 |
| coinmarketcap-mcp | MCP Implementation for CoinMarketCap | Search;Finance | 4 | 1 |
| flow-mcp | Flow blockchain tools for Model Context Protocol (MCP) | Finance | 0 | 2 |
| nwc-mcp-server | Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol | Finance | 7 | 0 |
| mcp-yahoo-finance | A Model Context Protocol (MCP) server for Yahoo Finance. | Finance | 2 | 1 |
| web3-research-mcp | Deep Research for crypto - free & fully local | Research & Data;Finance | 6 | 3 |
| crypto-sentiment-mcp | An MCP server that delivers cryptocurrency sentiment analysis to AI agents. | Social Media;Finance | 7 | 2 |
| agentek | An extensible TypeScript toolkit that simplifies complex EVM blockchain interactions into composable intent-based tools. Provides a unified type-safe interface for both on-chain actions and off-chain data services enabling developers to programmatically execute any blockchain operation across multiple EVM networks. | Research & Data;Finance | 35 | 2 |
| eth-mcp | an MCP for querying the EVM | Search;Finance | 5 | 4 |
| binance-mcp | binance-mcp | Finance | 10 | 4 |
| fred-mcp-server | MCP server for accessing FRED (Federal Reserve Economic Data) API | Search;Research & Data;Finance | 3 | 2 |
| coin_api_mcp | A Model Context Protocol server that provides access to CoinMarketCap's cryptocurrency data. This server enables AI-powered applications to retrieve cryptocurrency listings quotes and detailed information about various coins. | Search;Finance | 21 | 3 |
| mcp-brianknows | Unofficial MCP to use BrianKnows API for DeFI knowledge | Search;Knowledge & Memory;Finance | 0 | 1 |
| world_bank_mcp_server | An implementation of the Model Context Protocol for the World Bank open data API | Research & Data;Finance | 18 | 4 |
| payman_mcp | Create payees send payments search payees and get balance using payman mcp server | Finance | 3 | 0 |
| agent-toolkit | Python and TypeScript library for integrating the Stripe API into agentic workflows | Finance | 663 | 83 |
| fmp_mcp_server | Financial Modeling Prep MCP Server | Finance | 7 | 2 |
| amoca-solana-mcp-server | AI AGENT for Solana Model Context Protocol (MCP) | Finance | 1 | 0 |
| mcp-stockscreen | Stock screening provider for Claude Desktop using MCP | Finance | 18 | 3 |
| blockbeats-mcp | An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents. | Research & Data;Finance | 3 | 0 |
| crypto-portfolio-mcp | An MCP server for tracking and managing cryptocurrency portfolio allocations. | Finance | 2 | 0 |
| mcp-stockflow | Stock market data provider for Claude Desktop using MCP | Research & Data;Finance | 13 | 3 |
| beancount-mcp | A MCP Server for beancount query and transaction submmit. | Finance | 3 | 1 |
| freqtrade-mcp | An MCP server that integrates with the Freqtrade cryptocurrency trading bot. | Finance | 17 | 1 |
| bsv-mcp | An MCP Server for Bitcoin SV | Finance | 9 | 2 |
| ynab-mcp | A Model Context Protocol (MCP) server for interacting with YNAB (You Need A Budget). Provides tools for accessing budget data through MCP-enabled clients like Claude Desktop. | Finance | 0 | 0 |
| mcp-blockchain-server | MCP Server for blockchain interactions with Web DApp for secure transaction signing | Security;Finance | 5 | 1 |
| crypto-indicators-mcp | An MCP server providing a range of cryptocurrency technical analysis indicators and strategies. | Research & Data;Finance | 16 | 8 |
| mcp-metal-price | An MCP server that provides current and historical gold/precious metal prices via the GoldAPI.io service. | Finance | 0 | 0 |
| mcp-mifosx | Model Context Protocol - MCP for Mifos X | Finance | 8 | 4 |
| solana-mcp | Solana MCP Server | Finance | 5 | 0 |
| schwab-mcp | Chat with your portfolio. | Finance | 2 | 0 |
| CoinGeckoMCP | A powerful and flexible Node.js Express server that provides a comprehensive interface to the CoinGecko cryptocurrency data API. This server supports both the free public API and the Pro API with automatic fallback. | Finance | 3 | 1 |
| coin-mcp-server | use Bitget’s API to get cryptocurrency info | Finance | 19 | 4 |
| alpaca-mcp-server | Model Context Protocol (MCP) server for Alpaca trading API | Finance | 1 | 1 |
| crypto-mcp | Real-time access to cryptocurrency data from the CoinMarketCap API. | Finance | 1 | 0 |
| evm-mcp-tools | Ethereum Tools for Claude - A comprehensive blockchain analysis toolkit that enables Claude AI to audit smart contracts analyze wallets track profitability and fetch on-chain data using Model Context Protocol (MCP). Seamlessly integrates blockchain capabilities into Claude for Desktop. | Finance | 5 | 3 |
| pptx-xlsx-mcp | Antrophics Model context protocol to edit powerpoint files | Finance | 7 | 0 |
| solana-mcp | A Model Context Protocol server for interacting with the Solana blockchain powered by the Solana Agent Kit (https://github.com/sendaifun/solana-agent-kit) | Finance | 65 | 24 |
| ai-agent-toolkit-js | Paybyrd AI Agent Toolkit: A Node.js library that integrates Paybyrd payment processing services with AI models. Create payment links process refunds and retrieve order information through OpenAI function calling and Anthropic's Claude via Model Context Protocol (MCP) | Finance | 0 | 0 |
| KIS_MCP_Server | 한국투자증권 mcp server | Finance | 1 | 0 |
| mcp-vercel | free MCP server hosting using vercel | Finance;Research & Data | 1 | 1 |
| crypto_mcp | 加密mcp服务器，crypto mcp | Finance | 2 | 0 |
| lnexchange-mcp-node-service | LnExchange MCP Node Service | Finance | 0 | 0 |
| ynab-mcp | YNAB Model Context Protocol (MCP) server for Claude Code integration | Finance | 0 | 0 |
| mcp-ta-tool | MCP tool to calculate TA using SSE transport layer | Finance | 0 | 0 |
| ygocdb-mcp | 用于与游戏王中文卡查百鸽(ygocdb.com)API交互的MCP服务端 | Games & Gamification;Search | 0 | 1 |
| chess-mcp | A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data game records and other public information through standardized MCP interfaces allowing AI assistants to search and analyze chess information. | Games & Gamification;Search | 27 | 2 |
| chess-mcp | A MCP Server with various chess functionality | Games & Gamification | 10 | 3 |
| cs2-rcon-mcp | CS2 RCON MCP - Server management tool for Counter-Strike 2 | OS Automation;Games & Gamification | 2 | 0 |
| mcp-riot | League of Legends MCP Server | Games & Gamification | 4 | 0 |
| rcon-mcp | Model Context Protocol for Minecraft Server Management | Games & Gamification;Virtualization | 4 | 3 |
| mcp-server-clash-of-clans | Take your gaming experience to the next level with this MCP server for Clash of Clans. | Games & Gamification | 0 | 0 |
| strava-mcp | An MCP server to interact with Strava | Health & Wellness | 2 | 2 |
| mcp-duty-pharma | MCP Duty Pharmacies | Location Services;Health & Wellness | 0 | 1 |
| intervals-mcp-server | Model Context Protocol (MCP) server for connecting Claude with the Intervals.icu API | Health & Wellness | 15 | 7 |
| mcp-fhir | A Model Context Protocol implementation for FHIR | Health & Wellness | 25 | 5 |
| nexonco-mcp | An advanced MCP Server for accessing and analyzing clinical evidence data with flexible search options to support precision medicine and oncology research. | Research & Data;Health & Wellness | 47 | 3 |
| health-record-mcp | Connect to an EHR and make clinical data available via MCP | Health & Wellness | 15 | 4 |
| mcp2mqtt | 本项目通过将 MCP 协议转换为 MQTT 协议，我们能够利用强大的大型语言模型（LLMs），就能轻松操控您的智能家居、机器人或其他硬件设备。 | Home Automation & IoT | 33 | 8 |
| gaggiuino-mcp | Gaggiuino MCP server | Monitoring;Home Automation & IoT | 0 | 1 |
| tesla-mcp | A Model Context Protocol Server for AI models to interface with the Tesla Fleet API. | Home Automation & IoT;OS Automation | 2 | 1 |
| thingspanel-mcp | This MCP server integrates ThingsPanel IoT platform with AI models like Claude GPT and others that support the Model Context Protocol. | OS Automation;Home Automation & IoT | 23 | 3 |
| tuyactl | A cli tool to control Tuya devices based on tinytuya | Note Taking;Home Automation & IoT | 2 | 2 |
| choturobo | Integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude Anthropic | OS Automation;Home Automation & IoT | 33 | 4 |
| tibber-mcp | Model Context Protocol (MCP) Server for Tibber | Monitoring;Home Automation & IoT | 0 | 0 |
| home-assistant-mcp | A Model Context Protocol (MCP) integration that enables AI assistants to search for and control Home Assistant devices through natural language commands in Cursor. | Home Automation & IoT | 15 | 6 |
| mcp-gs-robot | mcp-gs-robot gaussian bot | Home Automation & IoT | 0 | 0 |
| bluetooth-mcp-server | bluetooth-mcp-server for Claude AI | Home Automation & IoT | 1 | 0 |
| MiniMax-MCP-JS | Official MiniMax Model Context Protocol (MCP) JavaScript implementation that provides seamless integration with MiniMax's powerful AI capabilities including image generation video generation text-to-speech and voice cloning APIs. | Speech Processing;Image & Video Processing | 27 | 4 |
| MiniMax-MCP | Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech image generation and video generation APIs. | Speech Processing;Image & Video Processing | 212 | 12 |
| gemini-mcp-server | Generate images using gemini | Image & Video Processing | 3 | 1 |
| LinkedIn-Post-Generator | A Model Context Protocol (MCP) server that automates generating LinkedIn post drafts from YouTube videos. This server provides high-quality editable content drafts based on YouTube video transcripts. | Image & Video Processing;Social Media | 8 | 4 |
| map-traveler-mcp | Virtual traveler library for MCP | Image & Video Processing;Social Media;Location Services | 11 | 0 |
| 4oimage-mcp | An MCP server implementation that integrates with 4o-image API enabling LLMs and other AI systems to generate and edit images through a standardized protocol. Create high-quality art 3D characters and custom images using simple text prompts. | Image & Video Processing | 2 | 1 |
| mcp-screenshot | Repository for MCP screenshot functionality | Image & Video Processing;OS Automation | 11 | 2 |
| mcp-image-compression | A high-performance image compression microservice based on MCP (Modal Context Protocol) | Image & Video Processing | 11 | 1 |
| mcp-webcam | Capture live images from your webcam with a tool or resource request | Image & Video Processing | 22 | 3 |
| image-gen-mcp | A MCP server that provides text-to-image generation capabilities using Stable Diffusion WebUI API (ForgeUI/AUTOMATIC-1111) | Image & Video Processing | 8 | 1 |
| MCPollinations | A Model Context Protocol (MCP) server that enables AI assistants to generate images text and audio through the Pollinations APIs. Supports customizable parameters image saving and multiple model options. | Image & Video Processing;Speech Processing | 6 | 1 |
| mcp-image-extractor | MCP server which allow LLM in agent mode to analyze image whenever it needs | Image & Video Processing | 2 | 1 |
| after-effects-mcp | MCP Server for Adobe After Effects. Enables remote control (compositions text shapes solids properties) via the Model Context Protocol using ExtendScript. | Image & Video Processing | 21 | 4 |
| mcp-remote-macos-use | A zero-installation solution for AI agents to control remote macOS systems. Full desktop capabilities without extra software using only built-in Screen Sharing. Works with Claude and any MCP client offering native macOS experience with minimal setup and no additional API costs. | OS Automation;Image & Video Processing | 61 | 6 |
| letzai-mcp | The official LetzAI MCP implementation | Image & Video Processing | 1 | 0 |
| ffmpeg-mcp | An MCP server for FFmpeg | OS Automation;Image & Video Processing | 3 | 1 |
| figma-mcp | ModelContextProtocol for Figma's REST API | Image & Video Processing | 142 | 8 |
| figma_MCP | Building a Figma MCP with Cursor | Image & Video Processing | 3 | 1 |
| DiffuGen | DiffuGen is a powerful yet user-friendly interface for local\edge image generation. Built on the Model Control Protocol (MCP) it provides a seamless way to interact with various Stable Diffusion models including Flux SDXL SD3 and SD1.5. Diffugen also features an OpenAPI Server for API usage and designed to support OpenWebUI OpenAPI Tool use. | Image & Video Processing | 10 | 5 |
| mcp-hfspace | MCP Server to Use HuggingFace spaces easy configuration and Claude Desktop mode. | Speech Processing;Image & Video Processing | 0 | 0 |
| modal-mcp-toolbox | A collection of tools for your LLMs that run on Modal | Image & Video Processing | 18 | 1 |
| mcp-server-replicate | MCP implementation to generate content using models hosted on Replicate | Image & Video Processing | 2 | 0 |
| MCP-Server-For-Local | 大家好！我是功能丰富的 MCP 服务，旨在打破设备与服务的隔阂，为用户带来便捷体验。 天气工具和气象平台联动，快速为用户推送全球实时天气，助力大家规划出行。控制浏览器工具模拟人工操作，自动搜索、浏览网页，大幅节省时间。摄像头工具调用本地摄像头拍照、录像，实现人脸识别，保障家庭安防。 为实现工具协同，我搭建了稳定框架，开发者可以基于现有服务进行拓展 | Image & Video Processing | 11 | 1 |
| mcp-flux-studio | A Model Context Protocol server for Flux image generation providing tools for image generation manipulation and control | Image & Video Processing | 14 | 1 |
| mcp_search_images | 基于多个图片API的搜索服务和图标生成功能，专门设计用于与 Cursor MCP 服务集成。支持图片搜索、下载和AI生成图标。 | Image & Video Processing | 0 | 0 |
| gyazo-mcp-server | Official Model Context Protocol server for Gyazo | Image & Video Processing | 15 | 5 |
| PromptShopMCP | Use AI to edit image in Claude Desktop / Cursor (AI P图) | Image & Video Processing | 8 | 4 |
| geoapify-mcp | Demo Model Context Protocol Server for the Geoapify API | Image & Video Processing;Location Services | 0 | 0 |
| sketchup-mcp | Sketchup Model Context Protocol | Image & Video Processing | 76 | 7 |
| McpAgentRobot | It adds eyes ears and a mouth to the large model!基于多智能体架构的人机交互系统，集成了视觉识别、语音识别和语音合成等功能。系统由多个专门的智能体协同工作，实现了自然的人机交互体验。给大模型增加眼睛和耳朵和嘴巴！ | Speech Processing;Image & Video Processing | 5 | 0 |
| houdini-mcp | Houdini integration through the Model Context Protocol | Image & Video Processing | 37 | 3 |
| Grok-MCP | A server that connects to the xAI/Grok image generation API that provides endpoints for text and image analysis using X.AI's Grok models. ## Features - Text analysis using Grok-2 - Image analysis using Grok Vision - Simple REST API interface - Built-in error handling and validation | Image & Video Processing | 3 | 0 |
| mcp-server-gemini-image-generator | MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-image generation with future expansion to image editing capabilities. | Image & Video Processing | 5 | 2 |
| openrouter-mcp-multimodal | MCP server for OpenRouter providing text chat and image analysis tools | Image & Video Processing | 4 | 1 |
| vibe-eyes | description: "An MCP server that enables LLMs to 'see' what's happening in browser-based games and applications through vectorized canvas visualization and debug information. | Image & Video Processing | 23 | 2 |
| needle-mcp | Integration of Needle in modelcontextprotocol | Search;Knowledge & Memory | 36 | 14 |
| Smart-Thinking | Smart-Thinking Un serveur MCP (Model Context Protocol) qui fournit un cadre de raisonnement multi-dimensionnel adaptatif et collaboratif pour les assistants IA comme Claude. | Knowledge & Memory | 18 | 6 |
| docs-mcp | Turn any github repo to MCP server and chat with code or docs | Version Control;Knowledge & Memory | 15 | 8 |
| multi-ai-advisor-mcp | council of models for decision | Knowledge & Memory | 27 | 8 |
| cognee | Memory for AI Agents in 5 lines of code | Knowledge & Memory | 2017 | 181 |
| branch-thinking | MCP tool to allow multiple chains of thought | Knowledge & Memory;Note Taking | 25 | 8 |
| my-apple-remembers | A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements. | Knowledge & Memory;Note Taking | 6 | 1 |
| cursor10x-mcp | The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context project history and code relationships across sessions. | Note Taking;Knowledge & Memory | 14 | 3 |
| MCP_Atom_of_Thoughts | Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into independent atomic units of thought using the dependencies between these units to deliver more robust reasoning and validated insights. | Research & Data;Knowledge & Memory | 17 | 7 |
| mcp-outline | A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services. | Note Taking;Knowledge & Memory | 8 | 5 |
| xmind-generator-mcp | An MCP (Model Context Protocol) server for generating Xmind mind maps. This server allows LLMs to create structured mind maps through the MCP protocol. | Note Taking;Knowledge & Memory | 5 | 1 |
| claude-mcp-think-tool | MCP Think Tool Claude Desktop | Knowledge & Memory | 13 | 2 |
| mcp-rtfm | Ever been told to RTFM only to find there is no FM to R? MCP-RTFM helps you CREATE the F*ing Manual that people keep telling everyone to read! Transform your non-existent or unreadable docs into an intelligent searchable knowledge base that actually answers those 'basic questions' before they're asked. | Search;Knowledge & Memory | 33 | 5 |
| anki-mcp | Anki MCP server | Note Taking;Knowledge & Memory | 0 | 0 |
| HowToCook-mcp | 基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server | Knowledge & Memory | 29 | 2 |
| memory-bank-MCP | Memory Bank is an MCP server that helps teams create manage and access structured project documentation. It generates and maintains a set of interconnected Markdown documents that capture different aspects of project knowledge from high-level goals to technical details and day-to-day progress. | Note Taking;Knowledge & Memory | 34 | 9 |
| omi-mcp | mcp server for omi | Knowledge & Memory | 0 | 1 |
| kibela-mcp-server | Kibela's official MCP Server | Knowledge & Memory;Note Taking | 3 | 0 |
| ib-mcp-cache-server | Memory Cache Server for use with supported MCP API Clients. | Knowledge & Memory | 6 | 3 |
| mcp-notes | an MCP server for makin' notes | Knowledge & Memory;Note Taking | 1 | 0 |
| mcp-typescribe | An MCP server implementation enabling LLMs to work with new APIs and frameworks | Knowledge & Memory | 11 | 0 |
| open-docs-mcp | An open-source MCP implementation providing document management functionality | Knowledge & Memory;Search | 5 | 2 |
| servers | Model Context Protocol Servers | Knowledge & Memory | 40243 | 4377 |
| genaiscript | Automatable GenAI Scripting | OS Automation;Knowledge & Memory | 2529 | 174 |
| mcp-server-atlassian-confluence | Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface. | Knowledge & Memory;Search | 3 | 6 |
| mcp-titan | This tool is a cutting-edge memory engine that blends real-time learning persistent three-tier context awareness and seamless plug-n-play LLM integration to continuously evolve and enrich your AI’s intelligence. | Knowledge & Memory | 48 | 6 |
| mcp-project-orchestrator | Analyze user input to identify suitable design patterns and project templates. Orchestrate the project creating initial files from templates. | Knowledge & Memory;Version Control | 6 | 1 |
| paelladoc | AI-first development framework | Knowledge & Memory | 319 | 50 |
| branch-thinking | A TypeScript-based MCP-server tool enabling concurrent chains of thought with real-time reinforcement learning. Seamlessly integrates with Neo4j for advanced graph analytics facilitating dynamic and adaptive cognitive processing. | Research & Data;Knowledge & Memory | 13 | 1 |
| hyperspell-mcp | Hyperspell MCP Server | Knowledge & Memory | 0 | 0 |
| PromptLab | PromptLab transforms basic user queries into optimized prompts for AI systems --> Built using MCP | Knowledge & Memory | 3 | 2 |
| memory-mcp | An mcp server that you can use to store and retrieve ideas prompt templates personal preferences to use with you favourite AI tool that supports the modelcontextprovider protocol. | Knowledge & Memory | 1 | 2 |
| mcp-mem0 | MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python! | Knowledge & Memory | 0 | 0 |
| mcp-arcknowledge | MCP - Bridge all your webhook endpoints into 1 unified config | Knowledge & Memory | 0 | 0 |
| mcp-mem0 | MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python! | Knowledge & Memory | 149 | 64 |
| kb-mcp-server | Build a knowledge base into a tar.gz and give it to this MCP server and it is ready to serve. | Knowledge & Memory;Research & Data | 23 | 2 |
| sourcesage | MCP server to cache codebase as graph | Knowledge & Memory;Version Control | 4 | 1 |
| claude-memory-mcp | An MCP server implementation providing persistent memory capabilities for Claude based on research into optimal LLM memory techniques | Knowledge & Memory | 5 | 0 |
| dive-deep-mcp | マルチエージェント型MCP | Knowledge & Memory | 0 | 0 |
| mcp-server-clickup | Model Context Protocol (MCP) server implementation for ClickUp integration | Knowledge & Memory;Note Taking | 3 | 1 |
| kiseki-labs-readwise-mcp | A simple MCP server for Readwise | Note Taking;Knowledge & Memory | 2 | 0 |
| mcp-server-mas-sequential-thinking | An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP. | Knowledge & Memory | 103 | 13 |
| mcp-doc | Model Context Protocol documentation server for LangGraph and MCP. | Knowledge & Memory | 1 | 2 |
| mcp-knowledge-graph | MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development | Knowledge & Memory | 37 | 9 |
| mcp_neo4j_knowledge_graph | A Model Context Protocol to allow access to a Neo4j backed knowledge graph | Knowledge & Memory | 2 | 1 |
| FEGIS | FEGIS is a framework for structured cognition and persistent memory in language models using Anthropic's Model Context Protocol. It defines dynamic cognitive tools (modes) through archetypes enabling schema-driven thinking where every thought is a saved and retrievable across chats | Knowledge & Memory | 6 | 1 |
| perplexity-mcp-server | A server that implements the MCP protocol to bring perplexity API into context. | Language Translation;Search | 6 | 3 |
| duck-duck-mcp | DuckDuckGo search implementation for Model Context Protocol (MCP) | Language Translation | 1 | 4 |
| mcp-server-esignatures | MCP server for eSignatures (https://esignatures.com) | Legal & Compliance | 13 | 5 |
| mcp-server-legifrance | Legifrance MCP Server | Legal & Compliance | 2 | 0 |
| mcp-nefino | Nefino middleware implementation of the Model Context Protocol (MCP) | Research & Data;Location Services | 0 | 2 |
| aemet-mcp | MCP server for check Spanish climate data using AEMET web API | Research & Data;Location Services | 2 | 2 |
| mcp-weather | MCP server that provides hourly weather forecasts using the AccuWeather API | Location Services | 6 | 6 |
| toolkit-mcp-server | A Model Context Protocol server providing LLM Agents with system utilities and tools including IP geolocation network diagnostics system monitoring cryptographic operations and QR code generation. | Location Services;Security;Monitoring | 4 | 3 |
| hefeng-mcp-weather | an mcp server for hefeng weather api | Travel & Transportation;Location Services | 3 | 2 |
| mcp | 百度地图 MCP Server | Travel & Transportation;Location Services | 230 | 23 |
| hrfco-service | 수문조회 MCP 서버 | Location Services;Research & Data | 0 | 0 |
| weather-my-mcp | Model Context Protocol (MCP) server that provides weather information from Malaysia Government's Open API | Location Services | 0 | 1 |
| Weather-MCP-ClaudeDesktop | An MCP (Model Context Protocol) tool that provides real-time weather data forecasts and historical weather information using the OpenWeatherMap API specifically designed for Claude Desktop. | Location Services | 3 | 1 |
| mcp-python-demo | 这是一个基于 MCP (Model Context Protocol) 的项目，集成了智谱 AI 和腾讯地图 API，提供了天气查询、地理编码和网络搜索等功能。 | Location Services | 2 | 0 |
| MCP-civil-tools | MCP Civil Tools 伺服器 | Research & Data;Location Services | 1 | 0 |
| meta-ads-mcp | Model Context Protocol (MCP) server for interacting with Meta Ads API | Marketing;Social Media | 10 | 4 |
| app-seo-ai | Application for SEO automation and AI-powered optimization | Marketing | 6 | 4 |
| keitaro-mcp | Keitaro API MCP Server | Marketing | 1 | 0 |
| air-mcp | Binalyze AIR MCP Server | Monitoring;Security | 3 | 2 |
| posthog-mcp | A minimal posthog mcp to retrive insights and add annotations | Monitoring | 27 | 6 |
| mcp-rollbar-server | MCP server implementation for Rollbar API integration | Monitoring | 3 | 3 |
| ops-mcp-server | 服务器、网络设备巡检和运维MCP工具 | Monitoring;OS Automation | 11 | 4 |
| sentry-mcp | An MCP server for interacting with Sentry via LLMs. | Monitoring | 83 | 10 |
| shodan-mcp-server | A Model Context Protocol server that provides access to Shodan API functionality | Security;Monitoring | 1 | 1 |
| env-mcp | 获取当前环境的 mcp | OS Automation;Monitoring | 0 | 0 |
| WireMCP | An MCP for WireShark (tshark). Empower LLM's with realtime network traffic analysis capability | Security;Monitoring | 92 | 9 |
| honeycomb-mcp-server | Honeycomb MCP (Model-Controller-Presenter) Server implementation | Search;Monitoring | 2 | 1 |
| honeycomb-mcp | Allows Honeycomb Enterprise customers to use AI to query and analyze their data alerts dashboards and more; and cross-reference production behavior with the codebase. | Monitoring | 17 | 2 |
| datadog-mcp-server | MCP server interacts with the official Datadog API | Monitoring | 17 | 2 |
| sentry-mcp-ts | Model Context Protocol (MCP) server for Sentry | Monitoring | 4 | 6 |
| mcptix | Agile Kanban board backed by SQLite and exposed via the Model Context Protocol (MCP). Lets LLMs read comment on and work on tasks. Fully compatible with clients like Roo Cursor Control and Cline. Drop it into any project to enable human–AI collaboration on delivery workflows. | Monitoring | 4 | 0 |
| jmeter-mcp-server | ✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯 | OS Automation;Monitoring | 11 | 2 |
| prometheus-mcp | MCP server to connect LLMs with Prometheus HTTP API | Monitoring | 0 | 3 |
| root-signals-mcp | MCP for Root Signals Evaluation Platform | Monitoring | 5 | 0 |
| mcp-xcode-diagnostics | MCP plugin for extracting and analyzing Xcode build errors and warnings | Monitoring | 3 | 0 |
| mcp-jenkins | The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure contextual AI interactions with Jenkins tools while maintaining data privacy and security. | Monitoring | 2 | 1 |
| mcp-allure | read allure report(a type of test report ) | Monitoring | 1 | 0 |
| laravel-mcp | MCP server for Cursor to assist with Laravel development | Monitoring | 10 | 3 |
| cocosMCP | cocosMCP | Monitoring | 6 | 1 |
| liquidium-mcp | Liquidium MCP with Posthog Support | Monitoring | 1 | 0 |
| irtoolshed-mcp-server | an MCP server providing tools for network incident response folks | Monitoring;Security | 1 | 0 |
| pihole-mcp-server | A Model Context Protocol (MCP) server for Pi-hole | OS Automation;Monitoring | 0 | 0 |
| pprof-analyzer-mcp | This is a Model Context Protocol (MCP) server implemented in Go providing a tool to analyze Go pprof performance profiles. | Monitoring | 4 | 0 |
| last9-mcp-server | Last9 MCP Server | Monitoring | 29 | 1 |
| mcp-postman | MCP Server for running Postman Collections with Newman | Monitoring | 0 | 0 |
| mantis-mcp-server | mantis-mcp-server | Monitoring | 0 | 0 |
| mcp-collection | mcp-collection | Monitoring | 7 | 0 |
| mcp_pytest_service | mcp pytest service to update LLM with context about last pytest results | Monitoring | 1 | 1 |
| claude-pytorch-treehugger | MCP harness for PyTorch HUD API https://hud.pytorch.org/ | Monitoring | 1 | 0 |
| splunk-mcp | A Model Context Protocol (MCP) implementation for Splunk Enterprise and Cloud integration with Cursor IDE or Claude | Monitoring | 19 | 6 |
| ffmpeg-mcp | Using ffmpeg command line to achieve an mcp server can be very convenient through the dialogue to achieve the local video search tailoring stitching playbackclip overlay concat and other functions | Multimedia Processing | 8 | 1 |
| edge_tts_mcp_server | Model Context Protocol for Text-to-Speech | Text-to-Speech;Multimedia Processing | 1 | 0 |
| karakeep | A self-hostable bookmark-everything app (links notes and images) with AI-based automatic tagging and full text search | Note Taking | 15443 | 618 |
| notion-mcp-server | Official Notion MCP Server | Note Taking | 1397 | 69 |
| raindrop-mcp | Raindrop MCP Server | Note Taking | 8 | 0 |
| todoist-mcp | Augment LLMs with Todoist features | Note Taking | 8 | 5 |
| esa-mcp-server | MCP server for interacting with esa API | Note Taking | 7 | 1 |
| todoist-mcp-server | Todoist MCP server | Note Taking | 3 | 2 |
| todoist-mcp-server | Full implementation of Todoist Rest API & support Todoist Sync API for MCP server | Note Taking | 16 | 4 |
| OmniFocus-MCP | Claude's OmniFocus integration: Let LLMs interface with your tasks through the Model Context Protocol. Add organize and query your OmniFocus database with natural language commands. | Note Taking;OS Automation | 18 | 4 |
| mcp-pyzotero | A Model Control Protocol (MCP) connector for integrating your local Zotero with Claude | Note Taking | 32 | 1 |
| mcp-server-inbox | MCP服务对接inBox笔记API，实现在任意 MCP 客户端以对话形式创建笔记的功能。 | Note Taking | 1 | 0 |
| todoist-mcp-python | MCP Server for Todoist in Python | Note Taking | 1 | 2 |
| notion-api-mcp | A Python-based MCP for use in exposing Notion functionality to LLMs (Claude) | Note Taking | 22 | 11 |
| quip-mcp-server | quip mcp server | Note Taking | 3 | 0 |
| sqlite-literature-management-fastmcp-mcp-server | A flexible system for managing various types of sources (papers books webpages etc.) and integrating them with knowledge graphs. | Research & Data;Note Taking | 10 | 1 |
| notion-mcp-server | MCP Server to connect Notion with Claude | Note Taking | 0 | 0 |
| mem0-mcp-for-pm | Forked repo to customize into Project Management purpose. | Note Taking | 4 | 0 |
| mcp-things3 | A Model Context Protocol for reading todos and writing todos and projects in the macOS app Things3 using a combination of Applescript and x-call URLs. | Note Taking | 10 | 1 |
| logseq-mcp-tools | mcp server for logseq graph | Note Taking | 19 | 2 |
| bear-mcp-server | Connect your Bear app via MCP (Model Context Protocol) allowing AI assistants to search and retrieve your notes | Note Taking | 2 | 1 |
| mcp-server-idapro | A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks. | OS Automation | 48 | 18 |
| mcp-n8n-builder | 🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build modify and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API. | OS Automation | 5 | 2 |
| mcp-get-installed-apps | A Model Context Protocol (MCP) server that provides information about installed applications on your computer support MacOS and Windows. | OS Automation | 1 | 1 |
| mcp-node-omnibus-server | A comprehensive Model Context Protocol (MCP) server that provides advanced Node.js development tooling and automation capabilities. | OS Automation | 3 | 1 |
| clickup-mcp-server | ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol | OS Automation | 86 | 31 |
| clipboard-mcp | MacOS Clipboard access via Model Context Protocol | OS Automation | 4 | 1 |
| revit-mcp | AI-Powered Revit Modeling | OS Automation | 72 | 20 |
| pydantic-ai | Agent Framework / shim to use Pydantic with LLMs | OS Automation | 8894 | 781 |
| mcp-server-macos-defaults | macOS defaults - Model Context Protocol server | OS Automation | 10 | 3 |
| command-executor-mcp-server | Model Context Protocol Server for Safely Executing Pre-approved Commands | OS Automation | 18 | 2 |
| kalilinuxmcp | kali linux mcppentestpenetration test | OS Automation;Security | 7 | 1 |
| ifly-workflow-mcp-server | This a simple implementation of an MCP server using iFlytek. It enables calling iFlytek workflows through MCP tools. | OS Automation | 20 | 1 |
| mcp-sse | Simple MCP Server Deployment | OS Automation;Virtualization | 3 | 1 |
| mcp-cheatengine-Cto | MCP CheatEngine Toolkit - A Python-based toolkit for communicating with CheatEngine through MCP interface | OS Automation | 11 | 1 |
| integrator-mcp-server | Integrator MCP Server | OS Automation | 0 | 0 |
| mcp-typed-prompts | A fork of core mcp python-sdk with changes to enable typed-prompts | OS Automation;Security | 3 | 3 |
| mcp-windows | MCP server for the windows API. | OS Automation | 4 | 0 |
| hello-mcp | hello-mcp is a tour and guide for beginners to Claude Desktop MCP Config Manager designed to help them understand MCP (Model Context Protocol) | OS Automation | 10 | 1 |
| mcp-taskmanager | A task management system built with Cloudflare Workers | OS Automation | 4 | 1 |
| forevervm | Securely run AI-generated code in stateful sandboxes that run forever. | Virtualization;Security;OS Automation | 182 | 12 |
| cursor-mcp-installer | Installs MCPs in cursor for you give it a git URL and let it rip | OS Automation | 37 | 2 |
| hyper-mpc | Break free of your MCP Client constraints 🦹 | OS Automation | 2 | 1 |
| MetasploitMCP | MCP Server for Metasploit | OS Automation;Security | 8 | 0 |
| Unity-MCP | MCP Server + Plugin for Unity Editor and Unity game. The Plugin allows to connect to MCP clients like Claude Desktop or others. | OS Automation | 48 | 5 |
| mcp-server-simulator-ios-idb | A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands. | OS Automation | 65 | 3 |
| awsome_kali_MCPServers | awsome kali MCPServers is a set of MCP servers tailored for Kali Linux designed to empower AI Agents in reverse engineering and security testing. It offers flexible network analysis target sniffing traffic analysis binary understanding and automation enhancing AI-driven workflows. | Security;OS Automation | 3 | 0 |
| gru-sandbox | A self-hostable sandbox for MCP and AI agents. | OS Automation | 20 | 2 |
| make-mcp-integration-issue | Dokumentacja problemów napotkanych podczas integracji Make (dawniej Integromat) z Claude Desktop przez protokół MCP | OS Automation | 0 | 1 |
| stata-mcp | Let LLM help you achieve your regression with Stata. | OS Automation;Research & Data | 12 | 0 |
| mcp-local-dev | Let LLMs manage your local dev environments | OS Automation;Version Control | 24 | 5 |
| PopUI | Enables Collaborative UX in Claude Desktop | OS Automation | 3 | 0 |
| dappier-mcp | Dappier MCP server connects any AI to proprietary real-time data — including web search news sports stock market data and premium publisher content. | Search;Research & Data | 9 | 6 |
| academic-search-mcp-server | Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref. | Search;Research & Data | 28 | 1 |
| fujitsu-sdt-mcp | MCP-enabled server for natural language interaction with Fujitsu's Social Digital Twin API. Execute economic and social simulations directly from LLMs and verify effects before real-world implementation | Research & Data | 0 | 1 |
| mcp-wordcounter | A Model Context Protocol server for analyzing text documents with word and character counting capabilities | Research & Data | 8 | 4 |
| scmcp | MCP server for single cell analysis | Research & Data | 3 | 2 |
| qanon-mcp-server | Model Context Protocol server for sociological research into QAnon | Research & Data;Search | 2 | 0 |
| tiangong-lca-mcp | tiangong-lca-mcp | Research & Data | 0 | 3 |
| zotero-mcp | Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers get summaries analyze citations and more. | Search;Research & Data | 13 | 1 |
| biomcp | BioMCP: Biomedical Model Context Protocol | Research & Data;Search | 84 | 9 |
| abs | MCP server for Australian Bureau of Statistics | Research & Data | 3 | 3 |
| OpenDataMCP | Connect any Open Data to any LLM with Model Context Protocol. | Research & Data | 112 | 11 |
| stata-mcp | Stata MCP Extension for VS Code and Cursor IDE | Research & Data | 19 | 2 |
| datagov-mcp | MCP server for Israel Government Data | Research & Data | 51 | 12 |
| mcp-goodnews | A simple MCP application that delivers curated positive and uplifting news stories. | Research & Data | 33 | 1 |
| mcp-nih-reporter | Model Context Protocol server to chat with NIH RePORTER API | Research & Data | 0 | 0 |
| opentk-mcp | A Model Context Protocol (MCP) server providing access to Dutch parliamentary data (Tweede Kamer) through OpenTK . This server enables AI assistants to search retrieve and analyze parliamentary documents activities and information as published by parliament.. | Research & Data | 7 | 0 |
| paperpal | MCP server for aiding with literature reviews | Research & Data | 7 | 0 |
| PubTator-MCP-Server | 🔍 A biomedical literature annotation and relationship mining server based on PubTator3 providing convenient access through the MCP interface. | Research & Data | 1 | 0 |
| nexonco-mcp | An advanced MCP Server for accessing and analyzing clinical evidence data with flexible search options to support precision medicine and oncology research. | Research & Data | 0 | 0 |
| mcp-trino-python | MCP Server for Trino developed via MCP Python SDK | Research & Data | 14 | 4 |
| pbixray-mcp-server | Analyse PowerBI models and reports (.pbix) using AI through this MCP-server implementation of PBIXRay. | Research & Data | 1 | 2 |
| mcp | MCP Server for Space Frontiers API | Research & Data | 3 | 1 |
| ragrabbit | Open Source Self-Hosted AI Search and LLM.txt for your website | Research & Data | 81 | 9 |
| mcp-supabase | Mcp server for supabase | Research & Data | 0 | 0 |
| arxiv-mcp-server | This project is an arXiv paper retrieval and search service implemented through a custom MCP (Multi-Capability Provider) framework. It provides a server-side implementation to fetch search and analyze academic papers from arXiv.org. | Research & Data | 1 | 0 |
| PubMed-MCP-Server | 🔍 Enable AI assistants to search access and analyze PubMed articles through a simple MCP interface. | Research & Data | 9 | 6 |
| mcp_unhcr | MCP server provides access to UNHCR RDF | Research & Data | 0 | 0 |
| mcp-paperswithcode | An unofficial MCP interface to interact with the PapersWithCode API | Research & Data | 4 | 0 |
| stk-mcp | An MCP server allowing LLMs to interact with Ansys/AGI STK - Digital Mission Engineering Software | Research & Data | 2 | 0 |
| mcp-pubmed-server | PubMed MCP Server for accessing research papers | Research & Data | 3 | 2 |
| balldontlie-mcp | An MCP Server implementation that integrates the Balldontlie API to provide information about players teams and games for the NBA NFL and MLB | Search | 1 | 1 |
| context7-mcp | Context7 MCP Server -- Up-to-date documentation for LLMs and AI code editors | Search | 3063 | 175 |
| mcp-nixos | MCP-NixOS - Model Context Protocol Server for NixOS resources | Search | 71 | 4 |
| perplexity-mcp | A MCP server for Claude Desktop that enables Perplexity.ai searching | Search | 3 | 3 |
| hirebase-mcp | A Python MCP Server for hirebase.org's API | Search | 3 | 1 |
| mcp-openapi | OpenAPI specification MCP server. | Search | 28 | 2 |
| beyond-mcp-server | An Extensible Model Context Protocol (MCP) server | Social Media;Search | 11 | 7 |
| leetcode-mcp-server | MCP server for LeetCode API enabling intelligent interaction with LeetCode problems contests solutions notes and user data. | Search | 4 | 2 |
| mcp-tavily-search | 🔍 Model Context Protocol (MCP) tool for search using the Tavily API | Search | 9 | 1 |
| brave-search-mcp | An MCP Server implementation that integrates the Brave Search API providing Web Search Local Points of Interest Search Image Search Video Search and News Search capabilities | Search | 1 | 1 |
| 12306-mcp | This is a 12306 ticket search server based on the Model Context Protocol (MCP). | Search;Travel & Transportation | 10 | 2 |
| perplexity-mcp-server | Perplexity AI MCP Server | Search | 0 | 3 |
| mcpdoc | Expose llms-txt to IDEs for development | Search | 340 | 41 |
| npm-mcp-server | Servidor NPM MCP - Projeto TypeScript | Search | 0 | 0 |
| perplexity-mcp-server | Perplexity AI MCP Server | Search | 4 | 4 |
| OSV-MCP | OSV MCP server implementation | Security | 2 | 0 |
| mcp-human-loop | Evaluate if a task requires human intervention | Security | 9 | 3 |
| heimdall | Control the tools your MCP-enabled agents can access with minimal overhead. | Security | 6 | 1 |
| ProxmoxMCP | MCP for Proxmox integration in Cline | Security;Virtualization | 88 | 15 |
| mcp-nvd | An MCP server to query the NIST National Vulnerability Database (NVD) | Security | 1 | 1 |
| onepassword-mcp-server | An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI | Security | 4 | 0 |
| mcp-joern | A simple Joern MCP Server. | Security | 2 | 0 |
| ghidra_mcp | Ghidra MCP server that extracts decompiled binary context and exposes it to LLMs via Model Context Protocol. | Security | 1 | 0 |
| okta-mcp-server | The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers security teams and Okta administrators it implements the MCP specification to help work with Okta enitities | Security | 6 | 0 |
| shodan-mcp-server | This is a Model Context Protocol (MCP) server that provides access to the Shodan API. It allows you to programmatically query Shodan for information about devices vulnerabilities and more. | Security | 0 | 0 |
| mcp-censys | mcp-censys is a MCP server that taps into the Censys Search API for real-time domain IP and FQDN reconnaissance | Security | 1 | 0 |
| mcp | Essential MCP to ATC (Awesome Tool Collection) Python Bridge | Security | 4 | 1 |
| BloodHound-MCP-AI | BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries. | Security | 168 | 24 |
| nostr-mcp-server | A Model Context Protocol (MCP) server that provides Nostr capabilities to LLMs like Claude. | Social Media | 24 | 9 |
| mcp-hotnews-server | A Model Context Protocol server that provides real-time hot trending topics from major Chinese social platforms and news sites. | Social Media | 87 | 7 |
| mcp-twikit | A Model Context Protocol (MCP) server for interacting with Twitter. | Social Media | 0 | 0 |
| mcp_twitter | A TypeScript Model Context Protocol for Twitter/X platform integration. | Social Media | 6 | 2 |
| mcp-warpcast-server | MCP Server for Warpcast integration | Social Media | 2 | 0 |
| twitter-scraper-mcp | An MCP (Model Context Protocol) server that provides tools for interacting with Twitter using the agent-twitter-client library. | Social Media | 0 | 0 |
| RedBook-Search-Comment-MCP | 这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client，帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布智能评论等操作。 | Social Media | 5 | 0 |
| mastodon-mcp | mastodon modelcontextprotocol server | Social Media | 0 | 0 |
| twitter-mcp-server | A repository for the Twitter MCP server | Social Media | 3 | 1 |
| mcp-linkedin-server | LinkedIn MCP Server for local automation | Social Media | 19 | 4 |
| elevenlabs-mcp | The official ElevenLabs MCP server | Speech Processing | 601 | 66 |
| audio-transcriber-mcp | A MCP server that provides audio transcription capabilities using OpenAI's Whisper API | Speech Processing | 4 | 2 |
| MS-Lucidia-Voice-Gateway-MCP | Lucidia-Voice-Gateway: A dynamic audio processing server leveraging Microsofts inbuilt architechture to power adaptive real-time text-to-speech and voice interaction for the Lucidia framework." | Speech Processing | 4 | 2 |
| speech-mcp | Speech MCP: A Goose MCP extension for voice interaction with audio visualization | Speech Processing | 31 | 1 |
| variflight-mcp | A Model Context Protocol (MCP) server implementation for Variflight services. | Travel & Transportation | 2 | 1 |
| mcp-flight-search | MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search | Travel & Transportation | 8 | 3 |
| mcp-korea-tourism-api | Model Context Protocol (MCP) server that provides tools for accessing the Korea Tourism API | Travel & Transportation | 4 | 0 |
| mcp_hkbus | A MCP server which can query bus info routes eta etc. | Travel & Transportation | 3 | 1 |
| transportnsw-mcp | A Claude Model Context Protocol (MCP) implementation for some useful Transport NSW API endpoints. | Travel & Transportation | 0 | 0 |
| github-chat-mcp | A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API. | Version Control | 28 | 4 |
| linear-mcp | A Model Context Protocol server for Linear. | Version Control | 28 | 6 |
| mcp-server-atlassian-bitbucket | Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces repositories and pull requests via tools (list get comment search). Connects AI directly to version control workflows through the standard MCP interface. | Version Control | 14 | 6 |
| gitlab-kanban-mcp-server | GitLabのカンバンボード操作を行うためのMCPサーバー | Version Control | 1 | 1 |
| mcp-jfrog | Model Context Protocol (MCP) Server for the JFrog Platform API enabling repository management build tracking release lifecycle management and more. | Version Control | 83 | 6 |
| nx-console | Nx Console is the user interface for Nx & Lerna. | Version Control | 1329 | 219 |
| gitlab-mcp | gitlab mcp | Version Control | 62 | 26 |
| yellhorn-mcp | Yellhorn offers MCP tools to publish detailed workplans as GitHub issues with your entire codebase as context and to review diffs against them | Version Control | 2 | 1 |
| github-enterprise-mcp | github-enterprise-mcp | Version Control | 13 | 1 |
| github-actions-mcp-server | GitHub Actions Model Context Protocol Server | Version Control | 24 | 10 |
| confluence-mcp | JiraWiki MCP | Version Control | 11 | 2 |
| git-mcp | Put an end to code hallucinations! GitMCP is a free open-source remote MCP server for any GitHub project | Version Control | 1763 | 101 |
| GIT-Pilot | A GitHub MCP Server | Version Control | 2 | 0 |
| git-prompts-mcp-server | An MCP server that offers several commands to generate prompts based on the Git repository's content | Version Control | 1 | 0 |
| code-context-mcp | A Model Context Protocol (MCP) server for providing code context from git repositories | Version Control | 6 | 2 |
| practices_mcp_server | The Practices MCP Server is a specialized MCP (Model Context Protocol) server that enables AI assistants like Claude to help you implement consistent development practices across your projects and teams. | Version Control | 2 | 2 |
| jadx-mcp-server | MCP server for JADX-AI Plugin | Version Control | 66 | 4 |
| mcp-codesavant | Code execution and line-editing for Claude Desktop using MCP | Version Control | 8 | 4 |
| code2prompt | A CLI tool to convert your codebase into a single LLM prompt with source tree prompt templating and token counting. | Version Control | 5479 | 315 |
| grumpydev-mcp | Let the grumpy senior dev review your code with this MCP server | Version Control | 10 | 1 |
| serena | a powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration) | Version Control | 685 | 49 |
| SCAST | Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI. | Version Control | 17 | 3 |
| codebase-mcp | Model Context Protocol implementation for retrieving codebases using RepoMix | Version Control | 16 | 1 |
| mcp-experts | Let an expert review your code changes | Version Control | 2 | 1 |
| mcp-code-review-server | A MCP server for code reviews | Version Control | 5 | 8 |
| Unity-MCP | A bridge between Unity and AI assistants using the Model Context Protocol (MCP) | Virtualization | 1 | 0 |
| python-mcp-sandbox | Python sandboxes for llms | Virtualization | 4 | 0 |
| unity-mcp-ollama | Ollamaを使用してUnityを操作するやつ | Virtualization | 4 | 1 |
| k8m | 一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。 | Virtualization | 220 | 44 |
| mcpserve | Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok or Host Ubuntu24 Container via Docker | Virtualization | 1 | 1 |
| grasp | Self-hosted agentic browser with built-in MCP A2A support. | Virtualization | 13 | 1 |
MCP Servers: The Ultimate Guide
Welcome to the MCP Servers Hub — a centralized directory of publicly accessible Model Context Protocol (MCP) servers. MCP servers enable large language models and AI agents to interact with external systems, APIs, and data sources in a secure, standardized way. Whether you’re looking to connect your assistant to databases, cloud services, communication platforms, or search engines, this guide offers an in-depth, SEO-optimized exploration of MCP servers: what they are, how they work, real-world use cases, best practices, and how to get started rapidly.
Table of Contents
- What Is the Model Context Protocol (MCP)?
- Why MCP Servers Matter
- Core Architecture & Key Concepts
- Popular MCP Server Examples
- Real-World Use Cases
- Best Practices for MCP Server Integration
- Getting Started: Deploying Your First MCP Server
- Security, Privacy & Compliance
- Future Trends in MCP Ecosystem
- Conclusion
What Is the Model Context Protocol (MCP)?
The Model Context Protocol (MCP) is a standardized interface designed to bridge large language models (LLMs) with external systems, data sources, and APIs. By formalizing how context is passed between an AI model and the “tools” it can invoke, MCP servers:
- Encapsulate API calls behind a human-readable schema
- Ensure security through scoped permissions and audits
- Simplify integration by providing a uniform request/response format
MCP’s design emphasizes extensibility, allowing developers to wrap virtually any service—databases, file storage, messaging platforms—behind a lightweight RPC interface that AI agents can safely consume.
Why MCP Servers Matter
-
Separation of Concerns
MCP servers decouple the AI’s reasoning from the system integration logic. Models focus on “what” to do, while MCP handles “how” to do it. -
Security & Governance
Each MCP server defines its own permission boundaries, reducing the risk of unauthorized data access or unintended side effects. -
Maintainability
With clear interface contracts, MCP servers can evolve independently of the core AI model. Teams can upgrade database schemas or third-party APIs without retraining the LLM. -
Reusability
A single MCP server can be shared across multiple models, projects, or organizations, accelerating development cycles. -
Observability
Standardized logs and telemetry make it easy to audit AI-driven actions, track errors, and measure usage.
Core Architecture & Key Concepts
1. MCP Server Interface
An MCP server exposes a set of “tools”, each defined by:
- Name: Unique identifier (e.g.,
slack.postMessage) - Input Schema: JSON schema describing required parameters
- Output Schema: JSON schema defining the response format
- Permissions: Scope or roles required to invoke the tool
2. Communication Flow
- Model decides which tool to call and with what arguments.
- MCP Server receives the RPC, validates inputs, and executes the API call.
- API Response is returned through the MCP server back to the model.
3. Tool Definitions
Tools are typically defined in a machine-readable format (OpenAPI, JSON Schema) and loaded by the MCP server at runtime. This ensures dynamic discovery and versioning.
Popular MCP Server Examples
Below are some widely used MCP servers, showcasing the protocol’s versatility:
- Slack: AI-driven channel management and messaging
- GitHub: Automated issue tracking, repo creation, PR management
- PostgreSQL: SQL query execution, schema introspection
- Google Drive: File search, read/write operations
- Stripe: Payment intents, customer management, invoicing
- Zapier: 8,000+ app integrations for cross-platform automation
- Docker: Container lifecycle management via natural language
- Apify: Scalable web scraping with pre-built actors
With hundreds of servers available—covering cloud providers, databases, analytics platforms, search engines, and more—developers can assemble custom AI workflows in minutes.
Real-World Use Cases
-
Customer Service Automation
Route support tickets, look up order status in ERP systems, and send notifications via email or SMS—all orchestrated by an AI assistant through MCP servers. -
Data Analytics & Business Intelligence
Query data warehouses, generate visual reports, and summarize results in natural language without writing SQL. -
DevOps & Infrastructure Management
Deploy containers, monitor logs, and scale clusters using conversational commands. -
Content Retrieval & Summarization
Search knowledge bases, fetch relevant articles, and produce summaries on the fly. -
Personal Productivity
Integrate calendars, to-do lists, and note-taking apps to create AI-driven personal assistants.
Best Practices for MCP Server Integration
- Principle of Least Privilege: Grant only the required scopes and API keys to each MCP server.
- Input Validation: Enforce strict JSON schema validation to prevent injection attacks.
- Rate Limiting & Quotas: Protect downstream APIs from abuse and control costs.
- Logging & Auditing: Record each invocation, inputs, and outputs for compliance.
- Error Handling: Return structured error messages with codes and retry hints to the model.
- Versioning: Maintain backward-compatible tool definitions and provide deprecation notices.
- Testing: Build automated tests for each tool, simulating both success and failure scenarios.
Getting Started: Deploying Your First MCP Server
- Choose Your Tool: Identify the API or system to expose (e.g., PostgreSQL).
- Define the Schema: Write an OpenAPI/JSON Schema for each endpoint (input/output).
- Bootstrap the Server: Use an MCP framework (Node.js, Python, Go) to load schema and handle RPC.
- Configure Authentication: Secure API keys or service accounts.
- Deploy: Containerize with Docker and deploy to Kubernetes, serverless functions, or a VM.
- Register with LLM: Provide the tool definitions to your AI model for dynamic invocation.
# example: tool-schema.json
paths:
/query:
post:
operationId: postgres.query
requestBody:
content:
application/json:
schema:
type: object
properties:
sql:
type: string
responses:
'200':
description: Query Results
content:
application/json:
schema:
type: object
properties:
rows:
type: array
items:
type: object
Security, Privacy & Compliance
- Encryption In Transit & At Rest: Use TLS for RPC and secure storage for credentials.
- Audit Trails: Maintain immutable logs of all MCP invocations.
- Data Minimization: Only return the fields the model needs.
- Compliance: Align with standards like GDPR, HIPAA, or SOC 2 by controlling data flow through MCP servers.
- Periodic Reviews: Rotate keys, update dependencies, and audit permissions regularly.
Future Trends in MCP Ecosystem
- Dynamic Tool Discovery: AI agents autonomously discovering and onboarding new MCP servers.
- Graph-based Orchestration: Chaining multiple MCP calls into complex workflows.
- Federated Security: Decentralized identity and policy enforcement across MCP servers.
- Edge Deployment: Running MCP servers closer to data sources for reduced latency.
- Enhanced Observability: Integrating tracing protocols for end-to-end AI-driven workflows.
Conclusion
MCP servers represent a paradigm shift in how AI models interact with the world—transforming natural language reasoning into concrete actions across countless systems. This guide has covered the what, why, and how of MCP servers, along with real-world examples, best practices, and future outlooks. Whether you’re a developer, AI researcher, or product manager, understanding and leveraging MCP servers opens up a universe of automation and intelligence at your fingertips.
Happy integrating!
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