开源精选 · MCP

Best MCP projects on GitHub

Top open-source MCP repositories on GitHub, ranked by stars, plus the fastest-rising new projects. Tagged mcp, model-context-protocol.

MCP 镇场榜

标注 mcp, model-context-protocol 的高星活跃仓库。

  1. n8n-io/n8n TypeScript ★ 192,850

    Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

  2. langgenius/dify TypeScript ★ 145,525

    Production-ready platform for agentic workflow development.

  3. open-webui/open-webui Python ★ 141,899

    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

  4. A collection of MCP servers.

  5. lobehub/lobehub TypeScript ★ 78,756

    🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

  6. D4Vinci/Scrapling Python ★ 64,388

    🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

  7. upstash/context7 TypeScript ★ 57,526

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

  8. aaif-goose/goose Rust ★ 49,616

    an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

  9. mudler/LocalAI Go ★ 46,904

    LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

  10. zhayujie/CowAgent Python ★ 45,365

    Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)

  11. ChromeDevTools/chrome-devtools-mcp TypeScript ★ 43,810

    Chrome DevTools for coding agents

  12. mindsdb/minds Makefile ★ 39,315

    General-purpose AI designed for knowledge workers - creators, strategists, and operators - and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).

  13. danny-avila/LibreChat TypeScript ★ 39,306

    Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active

  14. wshobson/agents Python ★ 36,860

    Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI

  15. bytedance/UI-TARS-desktop TypeScript ★ 36,556

    The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

  16. AstrBotDevs/AstrBot Python ★ 34,800

    AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

  17. microsoft/playwright-mcp TypeScript ★ 34,006

    Playwright MCP server

  18. github/github-mcp-server Go ★ 30,744

    GitHub's official MCP Server

  19. Official, Anthropic-managed directory of high quality Claude Code Plugins.

  20. ComposioHQ/composio TypeScript ★ 28,809

    Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

  21. labring/FastGPT TypeScript ★ 28,429

    FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

  22. assafelovic/gpt-researcher Python ★ 27,748

    An autonomous agent that conducts deep research on any data using any LLM providers

  23. 78/xiaozhi-esp32 C++ ★ 27,373

    An MCP-based chatbot | 一个基于MCP的聊天机器人

  24. agentscope-ai/agentscope Python ★ 26,913

    Build and run agents you can see, understand and trust.

  25. yamadashy/repomix TypeScript ★ 26,331

    📦 Repomix 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.

  26. PrefectHQ/fastmcp Python ★ 25,666

    🚀 The fast, Pythonic way to build MCP servers and clients.

  27. mastra-ai/mastra TypeScript ★ 25,153

    From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.

  28. 🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台,企业级业务AI+开发解决方案,内置mcp辅助服务,内置skills管理,支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。

  29. activepieces/activepieces TypeScript ★ 22,794

    AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

  30. NirDiamant/GenAI_Agents Jupyter Notebook ★ 22,642

    50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

MCP 新秀榜

近期新建、涨势最猛的项目。

  1. open-multi-agent/open-multi-agent TypeScript ★ 6,384

    From a goal to a task DAG, automatically. TypeScript-native multi-agent orchestration.

  2. holaboss-ai/holaOS TypeScript ★ 5,513

    Your super agent for work: local-first, learn your working context in mins and never forget it.

  3. MinishLab/semble Python ★ 5,210

    Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

  4. opensquilla/opensquilla Python ★ 4,248

    OpenSquilla - Token-Efficient AI Agent with same budget, higher intelligence density

  5. 《御舆:解码 Agent Harness》42万字拆解 AI Agent 的Harness骨架与神经 - Claude Code 架构深度剖析,15 章从对话循环到构建你自己的 Agent Harness。在线阅读网站:

  6. nowork-studio/NotFair TypeScript ★ 2,871

    Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads

  7. A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

  8. yvgude/lean-ctx Rust ★ 2,748

    Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents - one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60 - 90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.

  9. repowise-dev/repowise Python ★ 2,393

    Codebase intelligence for AI-assisted engineering teams: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

  10. BlazeUp-AI/Observal Python ★ 2,082

    Observal is a sandboxed artifactory and analytics platform for your AI development stack. Setup Observal, define the scope and share your Skills, MCPs and Agents.

  11. Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.

  12. Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

  13. Your Cheat Sheet for AI Engineering Interview - Questions and Answers.

  14. A Python library for building AI agents that leverage the full power of Google Antigravity.

  15. lorryjovens-hub/claude-code-rust TypeScript ★ 1,645

    🚀 Rust 全量重构的 Claude Code - 性能提升 2.5x,体积减少 97% | High-performance Rust implementation of Claude Code with 2.5x faster startup and 97% smaller binary