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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

Visual Studio Code

高德地图官方 MCP Server

Playwright MCP server

百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

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

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

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.

⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks

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

AI image generation using various models

GitLab API, enabling project management

One API for Search, Crawling, and Sitemaps

Browser automation and web scraping

Secure file operations with configurable access controls

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.

An MCP server that provides a tool for sending transactional emails via Mailtrap

Lutra is the first MCP compatible client built for everyone

Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox. 自动创建一个远程浏览器，完成你指定的任务，基于Browser Use + Sandbox开发。

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

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。 如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

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.

Open-source AI Agent for VS Code and JetBrains that autonomously solves coding tasks end-to-end.

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

summarize chat message

test

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.

Channel management and messaging capabilities

Location services, directions, and place details

Repository management, file operations, and GitHub API integration

Web content fetching and conversion for efficient LLM usage

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

Turn your AI into a social platform development expert. 41 WeCom (Enterprise WeChat) AI SKILLs with 550+ API endpoints. Zero config, zero risk — knowledge delivery only.

AI-powered Microsoft Dynamics 365 partner discovery and evaluation. Search partners by product, location, industry, and review scores. Get detailed partner profiles and personalized shortlist recommendations based on your project requirements. Connects via SSE transport with free and authenticated access tiers.

Self-custody AI agent wallets with passkeys, gasless transactions & programmable permissions (ERC-4337)

Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one MCP tool call. Four data sources, single JSON response.

Live crypto trading signals via API. Full trade setups with entry, stop-loss, take-profit, leverage, and automated verification. Built for Claude Code, OpenAI Codex, and 30+ AI agents.

Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress.

Data visualization library for streaming and static charts that exposes traditional charts but also maps and networks.

255+ everyday calculators for finance (FR/BE/CH/US/UK/MA/SN/CA), health, math, science, construction, conversions, real estate, cooking, travel, pets, astronomy & textile. Free, no API key.

MCP server for AI-powered helpdesk management. 28 tools for tickets, knowledge base, analytics, automation, and Bitrix24 CRM. Free tier with 9 tools available without authentication.

Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one MCP tool call. Four data sources, single JSON response.

Instant access to electronic component datasheets for AI agents — specs, pinouts, package info, absolute max ratings, and application circuits extracted from manufacturer PDFs on demand. Ask your AI for any component's electrical characteristics, pin assignments, or package dimensions and get structured answers without downloading a single PDF. Built for hardware engineers designing PCBs, writing firmware, reviewing BOMs, and selecting parts.

Marmot helps teams discover, understand, and leverage their data with powerful search and lineage visualisation tools. It's designed to make data accessible for everyone.

Real-time cost estimator for Seattle home remodeling projects. Calculate estimates for 8 project types (interior painting, flooring, deck, exterior painting, windows, siding, fence, landscaping) using live licensed contractor rates. Also browse services, completed projects, expert blog posts, and submit quote requests. No auth required.

MCP Server for China A-Share quantitative market data. Covers 5000+ stocks with 13 quantitative factors, daily updated. Includes market overview, industry rotation, sector hotspots, limit-up analysis, risk alerts, and more. A股量化数据 MCP Server，覆盖 5000+ 只 A 股，13 个量化因子，每日更新

chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) server that allows AI agents and Large Language Models to natively debug Chromium-based browsers via the Chrome DevTools Protocol (CDP).

Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.

Discover agents, negotiate terms, execute conditional settlements, and verify cryptographic receipts using the XAP open protocol. Sandbox mode requires no account.

AirMCP connects AI to the entire Apple ecosystem on macOS. 253 tools across 25 modules: Notes, Reminders, Calendar, Contacts, Mail, Messages, Music, Finder, Safari, System, Photos, Shortcuts, Apple Intelligence, TV, Screen Capture, Maps, Podcasts, Weather, Pages, Numbers, Keynote, Location, Bluetooth, and Google Workspace. Features JXA + Swift dual-path automation, human-in-the-loop approval for destructive actions, and one-command setup via npx airmcp init. Works with Claude Desktop, Cursor, Windsurf, and any MCP client.

MCP server for LivePort — expose localhost ports to AI agents with one tool call. Zero-config tunnel that works with Claude Code, OpenClaw, and any MCP-compatible agent. No interstitial pages, no account required. npm: @liveport/mcp

Give AI agents access to your localhost dev server. Zero-config tunnel that works with Claude Code, OpenClaw, and any MCP-compatible agent. No interstitial pages, no account required.

52-tool MCP server that gives AI agents full control over the social media content lifecycle. Automated growth loop: research trends, generate content with 35+ AI models, including Sora, Kling, Veo, score through a 7-category quality gate, distribute to social media platforms including TikTok, Instagram, and YouTube, track real-time analytics, and feed performance data back into ideation. Every cycle gets smarter. Brand Brain voice AI ensures consistent output across all platforms. OAuth 2.0 + PKCE authentication with hierarchical scopes.

24/7 autonomous monitoring and edge detection for prediction markets (Kalshi & Polymarket). Features causal tree analysis, orderbook depth tracking, cross-venue comparison, and real-time alerts. Not one-time predictions — continuous autonomous monitoring with context management.

Real-time entity verification API for AI agents. Verify emails, URLs, and domains before your agent acts on them. Returns trust scores (0-1), verdicts (pass/warn/fail), and detailed signals. Free tier (50 calls/day) + instant metered access for agents with wallets ($0.003/call). The check before the action.

Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI subject line generation, multi-channel messaging (email + WhatsApp + push), deliverability monitoring, DMARC health checks, ecommerce revenue attribution, and advanced analytics.

Git for agent memory. Memstate gives AI agents versioned, structured memory with automatic conflict detection, full version history, and up to 80% fewer tokens than vector-based alternatives. Extracts facts from text and markdown into structured keypaths, with 84.4% accuracy on the open-source benchmark vs 20.4% for Mem0.

23 MCP tools for AI agents. 13 free developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron, ETH). 7 paid creative tools. Browse and buy from 218+ digital goods across 22 shops at substratesymposium.com. Free tools get agents in the door, the cultural district keeps them.

The cannabis industry's first MCP server. 17 tools covering strain search, dispensary lookup, terpenes, cannabinoids, cultivation, lab data, and compliance. 9,500+ real strains. No auth required.

TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. Instead of calling tools directly, agents write code in Scala 3 with capture checking: a type system that statically tracks capabilities and enforces that agent code cannot forge access rights, cannot perform effects beyond its budget, and cannot leak information from pure sub-computations. It provides an MCP interface, so that it can be easily used by all MCP-compatible agents.

Image to Prompt is a free, browser-based tool that converts any image into a detailed, high-quality prompt suitable for AI image models such as Midjourney, Stable Diffusion, and Flux. Simply upload an image or paste an image URL, then receive a structured, descriptive prompt covering subjects, style, composition, colors, and lighting. The tool supports multiple languages, offers optional structured prompts, and requires no account or payment. Images are used only for real-time analysis and are deleted immediately, protecting user privacy. Perfect for creators who want to replicate styles, refine details, or learn better prompt writing through clear, accurate descriptions.

MCP server that connects Claude Desktop to 15 AI-powered PDF tools: summarize PDFs, chat with documents, generate quizzes & flashcards, compress, merge, split, OCR, convert to Word, analyze contracts, optimize resumes, and more. Works with any PDF file on your computer.

Production-grade MCP server for FreshBooks — 25 tools for invoices, clients, expenses, payments, time tracking, projects, estimates, and financial reports. OAuth2 with automatic token refresh.

Production-grade MCP server for the Mailchimp Marketing API. 33 tools covering campaigns, audiences, members, tags, segments, templates, reports, and automations. Full read/write support — create campaigns, manage subscribers, send emails, track performance. Built for Claude Desktop, Claude Code, Cursor, and any MCP-compatible client.

Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI content, multi-channel messaging (email + WhatsApp + push), deliverability monitoring, DMARC health checks, ecommerce revenue attribution, and advanced analytics.

MCP server for TRON blockchain — connect AI agents to TRX, TRC20, smart contracts, staking & governance via GoTRON SDK

17 US federal data domains as MCP tools. FDA drugs, EPA water, CMS hospitals, NHTSA cars, BLS jobs, Census demographics, SEC filings, NOAA weather, and more. Signed responses with provenance

Social media scheduling MCP server. Control posting to 10 platforms (LinkedIn, X/Twitter, Instagram, TikTok, YouTube, Facebook, Threads, Bluesky, Mastodon, Telegram) directly from AI assistants like Claude. 18 tools for posts, analytics, and team management.

Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph database), it uses EcphoryRAG-inspired multi-stage retrieval - combining cue extraction, graph traversal, vector similarity, and multi-hop association - to deliver human-like memory recall.

Tamper-proof audit trail for AI decisions. Record, verify, and export cryptographic proof chains via MCP. 6 tools: proof_record, proof_verify, proof_chain_verify, proof_get, proof_export_jsonld, proof_public_verify.

Manage your LinkaGoGo bookmarks through any AI assistant that supports the Model Context Protocol (MCP). Search, add, organize, tag, move, and export bookmarks conversationally — 16 tools for full bookmark and folder management. Connect via Claude.ai, Claude Desktop, or any MCP-compatible client.

Automate AliExpress dropshipping product import to Shopify via DSers. Bulk import, supplier mapping, variant management, pricing rules, and multi-store push — all through AI assistants like Claude. Open source, supports npm and MCP Registry.

ChatGPT searches the internet. Perplexity crawls billions of pages. When you ask about your industry, your interests, your world, they give you everything except what matters. FeedNest is different. Your AI works exclusively with the sources you choose: the blogs you trust, the publications you follow, the experts you believe in. No algorithmic noise. No black-box results. Intelligence grounded in your world. This MCP server gives any AI assistant direct access to your feeds, articles, highlights, notes, and tags through natural language.

MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agents discover, buy, and sell services to each other. Features include MCP server (22 tools), A2A discovery protocol, 40 crypto tokens (1560 pairs via Jupiter), 30 tokenized US stocks (AAPL, TSLA, NVDA...), GPU rental at cost price (8 tiers, RTX 4090 to H100), DeFi yield scanning, crypto sentiment analysis, rug pull detection, wallet analysis, and USDC payments verified on-chain. Pay per use only, no subscription. Register free.

WebsitePublisher.ai MCP server provides 44+ tools for complete website publishing. Create and update pages, upload assets, manage dynamic data entities, configure contact forms, handle integrations, and publish to production — all through MCP. Supports Claude Desktop, Cursor, Windsurf, GitHub Copilot Studio, Mistral/Le Chat, Smithery, and all MCP-compatible clients. OAuth 2.1 with PKCE. Streamable HTTP + SSE transports supported.

Search and license 217,000+ authentic vintage 8mm home movie clips from the 1930s-1980s. Remote MCP server with 6 tools over Streamable HTTP. Text search, visual similarity, rough-cut timeline builder, rights verification, and instant licensing via x402 USDC payments on Solana and Base. Every frame is real archival film — no AI-generated content.

Markdown-first Notion MCP server — 26 tools, 92% fewer tokens, full round-trip fidelity

TrustPilot for APIs, built for AI agents. Independent reliability ratings for every API and MCP server — powered by synthetic probes and crowdsourced agent telemetry. Three tools: check_reliability (look up a service rating), compare_services (side-by-side comparison with recommendation), and report_outcome (leave a review after calling a service).

Deterministic INCI safety scoring API for AI agents. Analyze cosmetic ingredient lists for irritation, allergen, pregnancy, acne, and interaction risks. Designed for shopping agents, catalog filters, compliance pipelines, and K-beauty recommendation engines. Returns clean JSON — no markdown, no prose.

Lending pool data, reserve info, user positions, and liquidation thresholds on Aave.

Swap routing, pool data, and liquidity queries across all Uniswap-supported chains.

Query transactions, balances, contract ABIs, token data, and gas prices on Ethereum.

MCP server for 402 Index: discover 15,000+ paid API endpoints across the L402, x402, and MPP protocols

Route tasks requiring human judgment to a vetted worker pool from any AI agent. Content moderation, refund decisions, data verification, quality assessments — when AI hits its limit, HumanRail routes to humans, verifies results, and pays workers via Lightning Network. 7 tools: create_task, get_task, wait_for_task, cancel_task, list_tasks, get_usage, health_check.

MCP server that annotates any web page with hover labels for AI assistants. Reverse proxy injection — zero browser extensions, works in any browser. 5 tools: annotate, get_elements, highlight_element, rescan_elements, inspect_mode.

Connect Claude, Cursor, Windsurf and other AI assistants directly to your live Meta Ads, Google Analytics 4, and Google Search Console accounts. Ask natural language questions and get real answers from your actual data — no CSV exports, no tab switching. Runs 100% locally. Your credentials are machine-locked and encrypted — unreadable on any other computer even if copied. No cloud relay, no data logging. Supports multiple accounts. Ideal for agencies managing campaigns across multiple clients.

MCP server for BionicForms — build forms, manage responses, and trigger AI analysis from Claude. Agents can self-register without an existing account. 19 tools covering forms CRUD, schema management, response collection, AI-powered analysis, webhooks, and account management. Install via npx @bionicforms/mcp-server.

{ "mcpServers": { "shop-masonborda": { "url": "https://mcp.masonborda.com/mcp" } } }

Cross-protocol agent discovery. Search and register AI agents across MCP, A2A, and agents.txt protocols. Directory of 18K+ MCP servers across 6+ registries.

MCP server that saves up to 90% tokens when AI reads code. Returns AST structural overviews instead of dumping full files. 18 tools: smart_read, read_symbol, read_for_edit, find_usages, project_overview, and more. Works with Claude Code, Cursor, Codex, Cline. Supports 29 languages via ast-index + regex fallback for TS/JS/Python without binary.

MCP server for 1C:Enterprise. Metadata inspection, BSL code search, query execution, event log, syntax reference. One Go binary, zero dependencies.

A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers and mobile applications using WebDriverIO. Automate Chrome browsers, iOS apps, and Android apps—all through a unified interface.

Developer logbook as an MCP server. Notes, TODOs, reminders, and code TODOs — all queryable with natural language. SQLite-powered, zero config, zero AI costs. Auto-detects your project, supports recurring reminders, full-text search (FTS5), and batch operations.

Compress images up to 90% smaller. 5 tools: compress_image, image_info, compress_folder, compress_document (PDF/DOCX/PPTX — unique!), convert_format. Supports JPEG, PNG, WEBP, AVIF, HEIC, RAW. Free API key at deflato.com.

Summarize any online video or podcast in seconds. BibiGPT extracts transcripts, generates AI summaries, and creates chapter-by-chapter breakdowns from YouTube, Bilibili, TikTok, Twitter/X, Xiaohongshu, Apple Podcasts, and 20+ platforms. Supports async processing for long videos (2h+), custom prompts, multiple AI models, and output in 5 languages (EN/ZH/JA/KO/ZH-TW). Trusted by 500K+ users worldwide.

MCP server for MantisBT REST API – read and manage bug tracker issues

A technology layer for Latin American SMEs that connects AI assistants to major payment gateways. Query sales, manage CRM, and generate payment links across multiple processors using natural language.

Free, open-source MCP server for Claude Certified Architect exam prep. 390 scenario-based questions across all 5 exam domains, guided 18-step capstone build, 30 concept handouts, 6 reference projects, practice exams scored 0-1000, interactive clickable answer cards, glassmorphism progress dashboard, SM-2 spaced repetition, and deterministic grading with zero sycophancy. Everything runs locally — no cloud, no accounts, no telemetry.

Tamper-evident cryptographic audit trail for LLM outputs. Compliance logging for AI agent decisions. Tools: dcl_commit, dcl_verify, dcl_get_chain, dcl_report. Requires API key from fronesislabs.com

FixPayment MCP for Creditors is a production-ready integration layer that connects AI assistants directly to the FixPayment creditor portal, enabling real-time interaction with live recovery and payment data. Built on a FastMCP-powered backend, this server allows AI tools to securely perform core creditor operations—such as creating and managing accounts, updating recovery statuses, and generating detailed financial reports—using simple natural language commands.Designed for automation and scale, the MCP server supports everything from basic account summaries to advanced performance analytics, mirroring the same insights available in the FixPayment dashboard. With strict API key-based authentication and per-creditor data isolation, it ensures that all operations remain secure and scoped. Whether you're building internal dashboards, automating collections workflows, or integrating AI into your finance stack, FixPayment MCP provides a seamless, reliable bridge between your assistant and your debt recovery operations.

Search and query the Australian National Register of vocational training. Access qualifications, units of competency, skill sets, and AQF qualification ladders.

WellPulse MCP is a plug-and-play intelligence layer that turns raw wellbeing data into clear, actionable insights for AI systems. With a single integration, it connects your copilots, agents, or dashboards to both trusted public benchmarks (like CDC PLACES) and your organization’s internal wellness signals , delivering trends, snapshots, and alert checks in structured JSON alongside plain-English explanations. Designed for fast “ask → answer” workflows, it enables AI to instantly interpret changes, compare against real-world mental health benchmarks, and generate executive-ready summaries without human analysis. Built with a privacy-first approach no tracking, no identifiers it ensures trust while still powering live participation analytics and rapid incident response, helping teams proactively monitor wellbeing, detect risks early, and act with confidence. Learn more or get started at https://wellpulse.org/

Production MCP server giving AI agents metered access to live Hedera blockchain data. Query token prices, screen identities, monitor governance, write tamper-evident HCS compliance records, and analyze smart contracts — all paid in HBAR micropayments per call.

MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.

A powerful Model Context Protocol (MCP) server using gemini embedding 3 that transforms any local directory into an ultrafast, visually-aware spatial search engine for AI agents.