16048+ open-source mcp server tools ranked by stars
MCP Server tools are open-source packages that extend AI coding agents like Claude Code, OpenAI Codex, Gemini CLI, and other AI assistants. They provide specialized capabilities ranging from code generation and debugging to API integration and workflow automation.
Agent Skills Hub indexes 16048+ mcp server tools from GitHub, ranked by community adoption (stars), code quality scores, and compatibility with popular AI agents. The top languages in this category are TypeScript, Python, JavaScript, Go, Rust.
| # | Skill | Stars | Lang |
|---|---|---|---|
| 1 | n8n Fair-code workflow automation platform with native AI capabilities. Combine visual building with cus |
★ 181.5k | TypeScript |
| 2 | dify Production-ready platform for agentic workflow development. |
★ 134.9k | TypeScript |
| 3 | open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...) |
★ 129.1k | Python |
| 4 | everything-claude-code The agent harness performance optimization system. Skills, instincts, memory, security, and research |
★ 115.3k | JavaScript |
| 5 | gemini-cli An open-source AI agent that brings the power of Gemini directly into your terminal. |
★ 99.4k | TypeScript |
| 6 | awesome-mcp-servers A collection of MCP servers. |
★ 83.9k | |
| 7 | ragflow RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge |
★ 76.5k | Python |
| 8 | lobehub The ultimate space for work and life — to find, build, and collaborate with agent teammates that gro |
★ 74.5k | TypeScript |
| 9 | context7 Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors |
★ 50.9k | TypeScript |
| 10 | TrendRadar ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 |
★ 49.9k | Python |
| 11 | LocalAI :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. |
★ 44.2k | Go |
| 12 | chatgpt-on-wechat CowAgent是基于大模型的超级AI助理，能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、拥有长期记忆并不断成长，比OpenClaw更轻量和便捷。同时支持微信、飞书、钉钉、企微 |
★ 42.6k | Python |
| 13 | awesome-claude-skills A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows |
★ 41.7k | Python |
| 14 | litellm Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost |
★ 41.4k | Python |
| 15 | mindsdb Query Engine for AI Analytics: Build self-reasoning agents across all your live data |
★ 38.9k | Python |
| 16 | LibreChat Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure |
★ 35.0k | TypeScript |
| 17 | cc-switch A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode, openclaw & Gemi |
★ 35.0k | Rust |
| 18 | Scrapling 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale |
★ 33.5k | Python |
| 19 | PDFMathTranslate [EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语 |
★ 32.4k | Python |
| 20 | chrome-devtools-mcp Chrome DevTools for coding agents |
★ 32.0k | TypeScript |
| 21 | playwright-mcp Playwright MCP server |
★ 29.9k | TypeScript |
| 22 | UI-TARS-desktop The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra |
★ 29.1k | TypeScript |
| 23 | github-mcp-server GitHub's official MCP Server |
★ 28.4k | Go |
| 24 | antigravity-awesome-skills Installable GitHub library of 1,326+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, |
★ 28.2k | Python |
| 25 | AstrBot Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature |
★ 28.0k | Python |
| 26 | composio Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed wor |
★ 27.6k | TypeScript |
| 27 | FastGPT FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the- |
★ 27.6k | TypeScript |
| 28 | ruflo 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coord |
★ 26.5k | TypeScript |
| 29 | gpt-researcher An autonomous agent that conducts deep research on any data using any LLM providers |
★ 25.7k | Python |
| 30 | fastmcp 🚀 The fast, Pythonic way to build MCP servers and clients. |
★ 24.1k | Python |
| 31 | repomix 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Per |
★ 22.7k | TypeScript |
| 32 | mastra From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents w |
★ 22.4k | TypeScript |
| 33 | serena A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & |
★ 22.2k | Python |
| 34 | activepieces AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Ag |
★ 21.5k | TypeScript |
| 35 | agentscope Build and run agents you can see, understand and trust. |
★ 21.1k | Python |
| 36 | MaxKB 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 |
★ 20.6k | Python |
| 37 | n8n-mcp A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you |
★ 16.7k | TypeScript |
| 38 | plate Rich-text editor with AI and shadcn/ui |
★ 16.1k | TypeScript |
| 39 | openfang Open-source Agent Operating System |
★ 15.8k | Rust |
| 40 | mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real |
★ 15.7k | Jupyter Notebook |
| 41 | claude-plugins-official Official, Anthropic-managed directory of high quality Claude Code Plugins. |
★ 15.2k | Python |
| 42 | page-agent JavaScript in-page GUI agent. Control web interfaces with natural language. |
★ 14.4k | TypeScript |
| 43 | trigger.dev Trigger.dev – build and deploy fully‑managed AI agents and workflows |
★ 14.3k | TypeScript |
| 44 | Figma-Context-MCP MCP server to provide Figma layout information to AI coding agents like Cursor |
★ 14.0k | TypeScript |
| 45 | memU Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot). |
★ 13.1k | Python |
| 46 | Agent-Reach Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, |
★ 12.3k | Python |
| 47 | xiaohongshu-mcp MCP for xiaohongshu.com |
★ 12.0k | Go |
| 48 | ui Open-source components, blocks, and AI agents designed to speed up your workflow. Import them seamle |
★ 11.8k | TypeScript |
| 49 | fastapi_mcp Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! |
★ 11.6k | Python |
| 50 | Skill_Seekers Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic c |
★ 11.4k | Python |
| 51 | langchain4j LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applica |
★ 11.3k | Java |
| 52 | pal-mcp-server The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Oll |
★ 11.2k | Python |
| 53 | note-gen A cross-platform Markdown AI note-taking software. |
★ 11.2k | TypeScript |
| 54 | gateway A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 f |
★ 11.0k | TypeScript |
| 55 | nginx-ui Yet another WebUI for Nginx |
★ 10.9k | Go |
| 56 | mcp-chrome Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your |
★ 10.7k | TypeScript |
| 57 | ai-guide 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude）、最新 AI 资 |
★ 10.6k | JavaScript |
| 58 | XHS-Downloader 小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文 |
★ 10.6k | Python |
| 59 | bytebot Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language com |
★ 10.5k | TypeScript |
| 60 | mcp-use The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. |
★ 9.6k | TypeScript |
| 61 | valuecell ValueCell is a community-driven, multi-agent platform for financial applications. |
★ 9.5k | Python |
| 62 | awesome-ai-apps A collection of projects showcasing RAG, agents, workflows, and other AI use cases |
★ 9.4k | Python |
| 63 | OpenMetadata OpenMetadata is a unified metadata platform for data discovery, data observability, and data governa |
★ 9.0k | TypeScript |
| 64 | xiaozhi-esp32-server 本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly bui |
★ 9.0k | JavaScript |
| 65 | 53AIHub 53AI Hub is an open-source AI portal, which enables you to quickly build a operational-level AI port |
★ 8.8k | Go |
| 66 | mcp Official MCP Servers for AWS |
★ 8.6k | Python |
| 67 | mcp-go A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM a |
★ 8.4k | Go |
| 68 | superset Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine |
★ 8.2k | TypeScript |
| 69 | mcp-agent Build effective agents using Model Context Protocol and simple workflow patterns |
★ 8.1k | Python |
| 70 | Upsonic Agent Framework For Fintech and Banks |
★ 7.8k | Python |
| 71 | git-mcp Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub p |
★ 7.8k | TypeScript |
| 72 | unity-mcp Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with y |
★ 7.8k | C# |
| 73 | lamda The most powerful Android RPA agent framework, next generation of mobile automation robots. |
★ 7.7k | Python |
| 74 | astron-rpa Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises. |
★ 7.4k | Java |
| 75 | hexstrike-ai HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) a |
★ 7.3k | Python |
| 76 | browser-tools-mcp Monitor browser logs directly from Cursor and other MCP compatible IDEs. |
★ 7.1k | JavaScript |
| 77 | voltagent AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework |
★ 7.0k | TypeScript |
| 78 | Awesome-MCP-ZH MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients |
★ 6.6k | |
| 79 | registry A community driven registry service for Model Context Protocol (MCP) servers. |
★ 6.6k | Go |
| 80 | ida-pro-mcp AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. |
★ 6.5k | Python |
| 81 | cursor-talk-to-figma-mcp TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI t |
★ 6.4k | JavaScript |
| 82 | context-mode Privacy-first. MCP is the protocol for tool access. We're the virtualization layer for context. |
★ 6.1k | TypeScript |
| 83 | mcp Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your bro |
★ 6.0k | TypeScript |
| 84 | firecrawl-mcp-server 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any o |
★ 5.8k | JavaScript |
| 85 | DesktopCommanderMCP This is MCP server for Claude that gives it terminal control, file system search and diff file editi |
★ 5.8k | TypeScript |
| 86 | Everywhere Context-aware AI assistant for your desktop. Ready to respond intelligently, seamlessly integrating |
★ 5.7k | C# |
| 87 | klavis Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale |
★ 5.7k | Python |
| 88 | deepchat 🐬DeepChat - A smart assistant that connects powerful AI to your personal world |
★ 5.6k | TypeScript |
| 89 | claude-context Code search MCP for Claude Code. Make entire codebase the context for any coding agent. |
★ 5.6k | TypeScript |
| 90 | UltraRAG A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines |
★ 5.5k | Python |
| 91 | sdk-python A model-driven approach to building AI agents in just a few lines of code. |
★ 5.4k | Python |
| 92 | mcp-playwright Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cli |
★ 5.3k | TypeScript |
| 93 | awesome-mcp-servers Awesome MCP Servers - A curated list of Model Context Protocol servers |
★ 5.2k | |
| 94 | 5ire 5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service provider |
★ 5.1k | TypeScript |
| 95 | Viper Adversary simulation and Red teaming platform with AI |
★ 5.0k | |
| 96 | Windows-MCP MCP Server for Computer Use in Windows |
★ 4.9k | Python |
| 97 | XcodeBuildMCP A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS |
★ 4.9k | TypeScript |
| 98 | aci ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or cu |
★ 4.7k | Python |
| 99 | Kiln Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data g |
★ 4.7k | Python |
| 100 | magic Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow |
★ 4.7k | TypeScript |