#Mcp

A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

The new purpose-built IDE to harness magic

The second fastest AI chatbot™

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

A Serper MCP Server

Playwright MCP server

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

🍒 Cherry Studio is a desktop client that supports for multiple LLM providers.

HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.

MCP server to provide Figma layout information to AI coding agents like Cursor

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

Write notes to Flomo

Call MCP Server Tools Online

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Lutra is the first MCP compatible client built for everyone

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).

summarize chat message

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

Injectable MCP server for AI-driven reverse engineering inside processes

Twitter的一些api mcp

车辆数据库的mcp

Imdb146 MCP 服务器可帮助您轻松获取电影、视频及相关信息。

A worldwide business registry offering AI-powered lead generation capabilities. Provides access to comprehensive business data (profiles, contacts, classifications) through the Model Context Protocol (MCP)

MCP Assistant is a web-based client for interacting with MCP (Model Context Protocol)–compatible servers.

sholarPlot MCP - AI-powered scientific figure generator for researchers. Create publication-ready charts, neural network diagrams, flowcharts & mechanism illustrations that meet Nature/Science/IEEE journal standards in seconds

Enhanced MCP server for Capacities, the knowledge management app. Features include listing spaces, searching content with full-text and title modes, retrieving complete object content by ID, saving weblinks with metadata and tags, and adding content to daily notes. Fork of the original with updated fastmcp for MCP SDK compatibility and tested Windows support.

MCP Go Server connects AI assistants like Claude directly to the Go runtime. It acts as a bridge, giving your AI the necessary tools to execute, manage, and optimize Go-based development workflows efficiently.

Read-only MCP server for secure filesystem exploration, searching, and analysis

An MCP server for executing token swaps across multiple decentralized exchanges using OpenOcean's aggregation API.

AI-powered prompt refinement tool with adaptive questioning and multi-provider support. Provides 5 MCP tools (refine_prompt, tweak_prompt, list_models, list_providers, validate_environment) for intelligent prompt engineering. Supports Google Gemini, Anthropic Claude, OpenAI, Groq, Alibaba Qwen, and Zhipu GLM. Features adaptive task detection, interactive/structured modes, and session history management.

The Supabase Coolify MCP Server enables AI agents to fully manage self-hosted Supabase instances on Coolify. It provides 52 production-ready tools for database migrations (with rollback), edge functions, storage, authentication, and health monitoring. Features include Zod-based input validation, automatic health checks, Supabase CLI integration, and comprehensive verification tools.

一个轻量级的主机信息获取MCP工具，通过MCP（模型上下文协议）接口提供系统信息，基于Spring Boot3+Spring AI+OSHI（操作系统和硬件信息）库构建。

A growing collection of MCP tools for Android Development. Currently features a deterministic Figma-SVG-to-Android-XML converter, with plans for Gradle analysis, Resource management, and ADB integration tools.

MCP server for the Azure DevOps Boards

Git-driven MCP Server for managing Prompt templates with Handlebars support. Store prompts in Git, sync automatically, and use dynamic templates in Cursor, Claude Desktop, and other MCP clients. Features hot-reload, group filtering, version management, and Docker/Kubernetes deployment support.

Markdown-First MCP Server for Notion - Composite Actions, Auto-Pagination, Bulk Operations optimized for AI Agents

CodeConductor IDE Orchestrator gives Claude Desktop full access to your development environment through a secure MCP server. It connects Claude to your VS Code workspace, enabling real file operations, code navigation, Git workflows, and automated development tasks. The server exposes 24 IDE tools, including: File operations — open, read, write, list, search Code intelligence — go to definition, find references, diagnostics Git automation — status, diff, stage, commit, push (Pro) Command execution — run terminal commands safely (Pro) Command Execution Safety: Pro users can run commands through Claude, but everything is protected by a three-tier safety system. Safe commands run automatically, while higher-risk commands require explicit confirmation and are screened for dangerous patterns. This prevents accidental damage and blocks command injection attempts. All operations run locally on your machine, never transmit code, and follow a tier-based permission system (Free vs Pro). Requires the CodeConductor VS Code extension to function. This orchestrator turns Claude into a capable, controlled development assistant that operates directly inside your real project.

MCP server that bridges Torna API documentation system with AI assistants (Cursor, Claude Desktop, etc.). Query, search, and explore your Torna API docs through natural language.

MCP Server for Mailjet SaaS Platform

Prevents your AI from breaking code by revealing hidden file dependencies through git forensics.

zephyr rtos mcp server

Connect to MongoDB databases for document-based data storage and retrieval. Perfect for flexible schema designs and scalable applications. How to Use 1 Install MongoDB locally or use MongoDB Atlas 2 Get your connection string (URI) 3 Add the configuration with your MongoDB URI 4 Ensure your database is accessible from your machine

Integrate Stripe payment processing into your applications. Create payment intents, manage subscriptions, handle customers, and process refunds with AI assistance. How to Use 1 Sign up for a Stripe account at https://stripe.com 2 Get your secret key from the Stripe Dashboard 3 Add the configuration with your Stripe secret key 4 Use test keys (sk_test_) for development

Implement authentication with social logins, MFA, and enterprise connections. Comprehensive identity management platform. How to Use 1 Create Auth0 account and tenant 2 Create application in dashboard 3 Copy Domain, Client ID, and Client Secret 4 Add credentials to configuration

Build apps with Firebase Authentication, Firestore, Storage, and more. Real-time synchronization and serverless backend.

Deploy Next.js applications, manage projects, and configure domains with Vercel integration. Automatic deployments and preview URLs.

The GitHub MCP server provides comprehensive integration with GitHub, allowing you to manage repositories, create and review pull requests, handle issues, and interact with GitHub resources directly from your AI assistant.

The Supabase MCP server connects AI assistants directly with your Supabase project, allowing them to manage tables, fetch config, query data, and perform database operations. Uses the official Model Context Protocol standardized connection.

让 AI 帮你做移动端测试，生成的脚本直接跑 Jenkins，从手动到自动化只需要一杯咖啡的时间

MCP server allows agents to break tasks down and execute them sequentially.

3D-Agent: Blender AI Plugin Generate 3D Models from Text. Clean wireframes and good topology. It is like cursor but for blender.

**SlashMCP** is a production-grade AI workspace that connects LLMs to real-world data and tools through an intuitive chat interface. Built on the Model Context Protocol (MCP), it enables seamless interaction with multiple AI providers (OpenAI, Claude, Gemini) while providing powerful capabilities for document analysis, financial data queries, web scraping, and multi-agent workflow orchestration. ### Key Features: - **Multi-LLM Support**: Switch between GPT-4, Claude, and Gemini at runtime—no restart needed - **Smart Command Autocomplete**: Type `/` to discover and execute MCP server commands instantly - **Document Intelligence**: Drag-and-drop documents with automatic OCR extraction and vision analysis - **Financial Data Integration**: Real-time stock quotes, charts, and prediction market data via Alpha Vantage and Polymarket - **Browser Automation**: Web scraping and navigation using Playwright MCP - **Multi-Agent Orchestration**: Intelligent routing with specialized agents for command discovery, tool execution, and response synthesis - **Dynamic MCP Registry**: Add and use any MCP server on the fly without code changes - **Voice Interaction**: Browser-based transcription and text-to-speech support ### Use Cases: - Research and analysis workflows - Document processing and extraction - Financial market monitoring - Web data collection and comparison - Multi-step task automation **Live Demo:** [ slashmcp.vercel.app ]( https://slashmcp.vercel.app ) **GitHub:** [ github.com/mcpmessenger/slashmcp ]( https://github.com/mcpmessenger/slashmcp ) **Website:** [ slashmcp.com](https://slashmcp.com )

A production-ready MCP server that exposes LangChain agent capabilities through the Model Context Protocol. Provides multi-step reasoning with ReAct pattern, tool support (web search, weather lookup), and is deployed on Google Cloud Run for scalable, serverless operation.

Modular MCP Server + Blender Addon for AI-Driven 3D Modeling. Enable LLMs (Claude, ChatGPT) to control Blender reliably. Built with Clean Architecture for stability and scalability.

An MCP (Model Context Protocol) server that enables LLMs to interact with Cisco Hyperfabric APIs. This server exposes all Hyperfabric OpenAPI endpoints as tools for comprehensive infrastructure management and automation.

An MCP (Model Context Protocol) server that enables LLMs to interact with Cisco Intersight APIs. Includes an intelligent Security & Health Check Agent that automatically orchestrates comprehensive infrastructure analysis.

A comprehensive MCP server for configuring and managing Cisco ACI (Application Centric Infrastructure) fabrics through the APIC REST API.

This is an MCP (Model Context Protocol) server for integrating with Lumin's API services. It allows AI assistants (MCP clients, e.g Claude Desktop, Cursor) to interact with Lumin features such as document management, signature requests, and user information.

Debug JavaScript and TypeScript applications through the Chrome DevTools Protocol with full source map support.

MCP of MCPs is a meta-server that merges all your MCP servers into a single smart endpoint. It gives AI agents instant tool discovery, selective schema loading, and massively cheaper execution, so you stop wasting tokens and time. With persistent tool metadata, semantic search, and direct code execution between tools, it turns chaotic multi-server setups into a fast, efficient, hallucination-free workflow. It also automatically analyzes the tools output schemas if needed and preserves them across sessions for consistent behavior. In short: 🚀 Faster automation 🧠 Cleaner reasoning 💰 Drastically fewer tokens 📦 Persistent + analyzed schema metadata

A Model Context Protocol (MCP) server that enables AI applications to search for YouTube music videos and manage playlists using the official YouTube Data API v3.

a complete and intuitive SDK for building MCP Servers, MCP Agents, and LLM integrations (OpenAI, Claude, Gemini) with minimal effort. It abstracts all the complexity of the MCP protocol, provides an intelligent agent with automatic model routing, and includes a universal client for external APIs — all through a single, simple, and powerful interface. Perfect for chatbots, enterprise automation, internal system integrations, and rapid development of MCP-based ecosystems.

A Model Context Protocol (MCP) server that enables AI assistants to interact with Power BI workspaces, datasets, reports, and dashboards programmatically. 🚀 Features Workspace Management: List and manage Power BI workspaces Report Operations: Access, clone, export, and rebind reports Dataset Management: Execute DAX queries, refresh datasets, manage schedules Dashboard Access: List and interact with dashboards Push Datasets: Create and manage push datasets with real-time data Authentication: Secure OAuth2 authentication with Microsoft Entra ID 📋 Prerequisites Node.js (v18 or higher) npm or yarn Power BI Pro or Premium license Microsoft Entra ID app registration MCP-compatible AI assistant (Claude Desktop, etc.)

An MCP server that publishes CLI tools on your machine for discoverability by LLMs

MCP Server for LogicMonitor

Provides a bridge for scripts and AI agents to interact with a self-hosted Vaultwarden instance.

Intelligent code versioning (snapshots) and automatic documentation generator. With CLI, REST API, and MCP support.

Enterprise-Grade HR Assistant leveraging Model Context Protocol for seamless employee data and HR policy queries

Unlock MCP for your whole team in Slack with a single install. Unlike most MCP clients, Runbear enables multiple users to utilize MCP servers with only one Slack installation. You can build Slack bots and connect any MCP services along side with built-in 2,000+ MCP servers with just clicks.

Model Context Protocol server for Bugzilla. Enables AI apps to interact with Bugzilla bug tracking systems.

APIMCP.dev is a comprehensive platform that bridges REST APIs with AI agents through the Model Context Protocol (MCP). Transform any OpenAPI 3.0+ specification into fully functional MCP servers in under 60 seconds without writing code. The platform makes APIs instantly accessible to Claude Desktop, ChatGPT, Cursor IDE, Windsurf, Cline, Continue, and all MCP-compatible AI assistants. Access a curated directory of 900+ pre-built MCP servers covering popular services like GitHub, OpenAI, Stripe, Slack, Discord, and Twilio, or create custom integrations for your specific APIs. The platform supports multiple authentication methods including Bearer tokens, API keys, OAuth 2.0, Basic Authentication, and custom headers, ensuring secure API credential management. Ideal for developers building AI-powered applications, businesses integrating APIs with AI agents, AI researchers exploring MCP capabilities, and development teams accelerating AI tool integration. Common use cases include rapid prototyping, legacy API modernization, multi-API workflows, and enabling natural language API access through AI assistants. The simple five-step process takes minutes: sign up, create your MCP server, copy the URL, connect to your AI agent, and start using APIs through natural language.

Sticky Note MCP Server is a minimal yet powerful implementation of the **Model Context Protocol (MCP)** built with **FastMCP** in Python. It lets agents and users create, manage, and summarize sticky notes directly through MCP tools and resources. ### ✨ Features - 📝 Create, list, update, and delete notes - 🏷️ Add tags and pinned/archived status - 🔍 Search and filter by keyword or tag - 🧠 Generate AI-based summaries or roadmaps - 🗂️ Built-in resources: - `notes://latest` - `notes://pinned` - `notes://stats` ### 🧰 Tool Endpoints - `add_note(message, tags=None, pinned=False)` - `list_notes(tags=None, pinned=None, archived=None)` - `search_notes(query)` - `update_note(note_id, message=None, pinned=None, archived=None)` - `delete_note(note_id)` - `clear_notes()` ### 🚀 Getting Started 1. Clone the repository: ```bash git clone https://github.com/aynul-abedin/sticky-note-mcp-server cd sticky-note-mcp-server

一个强大的 MCP (Model Context Protocol) 服务器，用于智能读取 Java 源代码。支持从 Maven 依赖和本地项目中提取源码，配备双反编译器（CFR/Fernflower）自动选择机制，智能处理 SNAPSHOT 版本，完美支持多模块项目，让 AI 助手能够深入理解你的 Java 代码库。

Mcp Property Valuation Server

A Model Context Protocol (MCP) stdio server that exposes Discourse forum capabilities as tools for AI agents. Works with all deployments of discourse.org, self hosted or cloud hosted. just generate an API key to connect.

A Model Context Protocol (MCP) server that provides fake/mock data generation capabilities using the Faker.js library. Generate realistic test data for database seeding, API testing, demo applications, and development environments.

An MCP (Model Context Protocol) server that enables LLMs to interact with Cisco Intersight APIs. This server exposes Intersight operations as tools for LLM applications. The Intersight MCP Server includes an intelligent Security & Health Check Agent that automatically orchestrates comprehensive infrastructure analysis when security or health checks are requested.

这是一个基于 MCP 协议的邮件发送服务

MCP server for https://github.com/wekan/wekan! It also includes scripts to automatically generate Wekan API tokens and configure your environment.

Persistent codebase intelligence that gives agents memory across sessions.

MCP (Model Context Protocol) Server implementation that provides AI tools to search using YaCy web search API.

The Sonatype MCP Server enables AI assistants to access Sonatype's comprehensive dependency intelligence directly within your development workflow. By integrating with the Model Context Protocol, your AI assistant can help you make informed decisions about dependencies, identify security risks, and maintain compliance — all without leaving your IDE. Key Features Component Version Selection - Select the best version the first time, without the side quest Security Vulnerability Scanning - Identify known vulnerabilities in your project dependencies License Compliance Checking - Ensure your dependencies meet your organization's license policies Dependency Health Analysis - Get insights into dependency quality, maintenance status, and risk factors Real-time Security Advisories - Stay informed about the latest security threats affecting your dependencies Remediation Guidance - Receive actionable recommendations to fix vulnerabilities and compliance issues

A lightweight Model Context Protocol (MCP) server for Slack automation using cookie-based authentication.

优惠券自动获取一键采集，吃喝玩乐、美团饿了么、0元试吃券、打车优惠、机票火车票优惠券活动、一键采集，自动获取常用的优惠列表以及小程序二维码优惠券领取连接

An MCP server for accessing TopicLake policy insights data, including documents, topics, Q&A, sentiment, and summaries, using the Stainless SDK. Easily integrates with Claude Desktop, Abacus.AI DeepAgent, and other MCP-compatible tools.

Discover the power of the “CLGateway”, an the open-source Claude MCP Server Gateway (available on GitHub). Built for users of Claude Desktop, Claude API or Claude Code, this Python-based gateway smartly manages your MCP (Model Context Protocol) servers and dramatically slashes token usage, cutting MCP context bloat by roughly 95%. Rather than forcing Claude to load every tool from all configured MCP servers (often thousands of tokens wasted upfront), the gateway exposes just three core tools initially. When you need a specific MCP server (GitHub, Google Workspace, DataForSEO, etc.), the gateway dynamically loads only what’s required, reducing tokens used, improving context clarity, and boosting performance.

这是一个 Model Context Protocol (MCP) 服务器，用于与 YApi 接口管理平台集成，支持自动生成 TypeScript 类型定义、Mock 数据和 API 请求代码。

MCP server for Terraform — automatically validates, secures, and estimates cloud costs for Terraform configurations. The Binadox solution integrates with any Model Context Protocol (MCP) client (e.g. Claude Desktop or other MCP-compatible AI assistants).

A comprehensive MCP server for processing, validating, optimizing, and analyzing 3D models with glTF/GLB support.

MCP server that enables LLM clients to interact with macOS applications through AppleScript. Built using the @beyondbetter/bb-mcp-server library, this server provides safe, controlled execution of predefined scripts with optional support for arbitrary script execution.

MCP Server for providing read only access to your shell prompt

An MCP Server for Overleaf Projects

MCP server for the Urlbox Screenshot API. Enables your client to take screenshots, generate PDFs, extract HTML/markdown, and more from websites. Visit Urlbox for more information, and have a read of our docs or chat with your LLM post install to get a good understanding of its options and capabilities.