Top 100 MCP Repositories
Ranking
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | n8n | 189,124 | 57,890 | TypeScript | 438 | Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | 2026-05-22 |
| 2 | ECC | 188,221 | 29,132 | JavaScript | 4 | The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. | 2026-05-20 |
| 3 | JavaGuide | 155,812 | 46,138 | JavaScript | 61 | Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发 | 2026-05-21 |
| 4 | dify | 142,200 | 22,362 | TypeScript | 274 | Production-ready platform for agentic workflow development. | 2026-05-22 |
| 5 | open-webui | 138,152 | 19,761 | Python | 152 | User-friendly AI Interface (Supports Ollama, OpenAI API, ...) | 2026-05-21 |
| 6 | awesome-mcp-servers | 87,336 | 10,516 | - | 39 | A collection of MCP servers. | 2026-05-02 |
| 7 | netdata | 78,897 | 6,439 | C | 163 | The fastest path to AI-powered full stack observability, even for lean teams. | 2026-05-22 |
| 8 | lobehub | 77,510 | 15,251 | TypeScript | 56 | 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team. | 2026-05-22 |
| 9 | cc-switch | 77,462 | 5,038 | Rust | 793 | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io | 2026-05-21 |
| 10 | awesome-claude-skills | 61,135 | 6,662 | Python | 103 | A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows | 2026-05-22 |
| 11 | anything-llm | 60,438 | 6,541 | JavaScript | 310 | The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration. | 2026-05-22 |
| 12 | TrendRadar | 58,009 | 24,361 | Python | 27 | ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构... | 2026-05-21 |
| 13 | context7 | 55,829 | 2,648 | TypeScript | 124 | Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors | 2026-05-21 |
| 14 | Scrapling | 52,700 | 5,043 | Python | 3 | 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! | 2026-05-18 |
| 15 | mempalace | 52,632 | 6,941 | Python | 235 | The best-benchmarked open-source AI memory system. And it's free. | 2026-05-22 |
| 16 | LocalAI | 46,398 | 4,092 | Go | 138 | LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. | 2026-05-21 |
| 17 | JeecgBoot | 46,351 | 15,998 | Java | 14 | AI 低代码平台，「低代码 + 零代码」双模式驱动：低代码一键生成前后端代码，零代码 5 分钟搭建系统，AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，消除 Java 项目 80% 的重复工作，提效而不失灵活。 | 2026-05-21 |
| 18 | goose | 45,654 | 4,682 | Rust | 113 | an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM | 2026-05-22 |
| 19 | CowAgent | 44,699 | 10,119 | Python | 284 | CowAgent (chatgpt-on-wechat) 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、通过长期记忆和知识库不断成长，比OpenClaw更轻量和便捷。同时支持微信、飞书、钉钉、企微、QQ、公众号、网页等接入，可选择DeepSeek/OpenAI/Claude/Gemini/ MiniMax/Qwen/GLM/LinkAI，能处理文... | 2026-05-22 |
| 20 | kong | 43,426 | 5,145 | Lua | 63 | 🦍 The API and AI Gateway | 2026-05-21 |
| 21 | chrome-devtools-mcp | 40,563 | 2,575 | TypeScript | 68 | Chrome DevTools for coding agents | 2026-05-21 |
| 22 | minds-platform | 39,196 | 6,211 | Python | 50 | Platform dedicated to building an open foundation for applied Artificial Intelligence, designed for people seeking production-ready AI systems they can truly control, extend and deploy anywhere. | 2026-05-21 |
| 23 | antigravity-awesome-skills | 38,300 | 6,244 | Python | 0 | Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill coll... | 2026-05-21 |
| 24 | LibreChat | 37,302 | 7,680 | TypeScript | 268 | Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message se... | 2026-05-22 |
| 25 | ai-engineering-hub | 35,167 | 5,840 | Jupyter Notebook | 19 | In-depth tutorials on LLMs, RAGs and real-world AI agent applications. | 2026-05-21 |
| 26 | UI-TARS-desktop | 34,920 | 3,511 | TypeScript | 317 | The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra | 2026-05-18 |
| 27 | PDFMathTranslate | 33,924 | 3,050 | Python | 111 | [EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero | 2026-05-12 |
| 28 | nacos | 32,956 | 13,280 | Java | 228 | an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications. | 2026-05-21 |
| 29 | playwright-mcp | 32,843 | 2,692 | TypeScript | 1 | Playwright MCP server | 2026-05-12 |
| 30 | AstrBot | 32,773 | 2,257 | Python | 908 | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ | 2026-05-21 |
| 31 | github-mcp-server | 30,057 | 4,235 | Go | 176 | GitHub's official MCP Server | 2026-05-21 |
| 32 | composio | 28,386 | 4,578 | TypeScript | 23 | Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action. | 2026-05-21 |
| 33 | FastGPT | 28,111 | 7,103 | TypeScript | 168 | 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, letti... | 2026-05-22 |
| 34 | gpt-researcher | 27,217 | 3,657 | Python | 177 | An autonomous agent that conducts deep research on any data using any LLM providers | 2026-04-16 |
| 35 | xiaozhi-esp32 | 26,652 | 5,867 | C++ | 574 | An MCP-based chatbot | 一个基于MCP的聊天机器人 | 2026-05-22 |
| 36 | kratos | 25,687 | 4,157 | Go | 6 | Your ultimate Go microservices framework for the cloud-native era. | 2026-05-20 |
| 37 | agentscope | 25,475 | 2,784 | Python | 158 | Build and run agents you can see, understand and trust. | 2026-05-21 |
| 38 | repomix | 25,320 | 1,296 | TypeScript | 131 | 📦 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 ... | 2026-05-21 |
| 39 | fastmcp | 25,263 | 2,027 | Python | 223 | 🚀 The fast, Pythonic way to build MCP servers and clients. | 2026-05-21 |
| 40 | gin-vue-admin | 24,697 | 7,077 | Go | 30 | 🚀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。 | 2026-05-11 |
| 41 | serena | 24,483 | 1,645 | Python | 71 | A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent | 2026-05-21 |
| 42 | mastra | 24,175 | 2,101 | TypeScript | 208 | From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. | 2026-05-22 |
| 43 | claude-plugins-official | 22,765 | 2,658 | Python | 676 | Official, Anthropic-managed directory of high quality Claude Code Plugins. | 2026-05-21 |
| 44 | activepieces | 22,333 | 3,683 | TypeScript | 311 | 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 | 2026-05-21 |
| 45 | blender-mcp | 21,872 | 2,148 | Python | 46 | 2026-01-23 | |
| 46 | n8n-mcp | 21,169 | 3,425 | TypeScript | 48 | A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you | 2026-05-18 |
| 47 | excelize | 20,605 | 1,906 | Go | 103 | Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets | 2026-05-22 |
| 48 | hyperframes | 20,305 | 1,908 | TypeScript | 7 | Write HTML. Render video. Built for agents. | 2026-05-22 |
| 49 | Agent-Reach | 20,051 | 1,776 | Python | 19 | Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | 2026-05-18 |
| 50 | agentic | 18,124 | 2,232 | TypeScript | 13 | Your API ⇒ Paid MCP. Instantly. | 2026-02-11 |
| 51 | page-agent | 18,004 | 1,530 | TypeScript | 32 | JavaScript in-page GUI agent. Control web interfaces with natural language. | 2026-05-11 |
| 52 | nuclear | 17,663 | 1,285 | TypeScript | 1 | Streaming music player that finds free music for you | 2026-05-21 |
| 53 | openfang | 17,607 | 2,253 | Rust | 52 | Open-source Agent Operating System | 2026-05-14 |
| 54 | code-review-graph | 17,126 | 1,841 | Python | 64 | Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks. | 2026-05-16 |
| 55 | Qwen-Agent | 16,378 | 1,610 | Python | 408 | Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. | 2026-03-04 |
| 56 | plate | 16,281 | 979 | TypeScript | 11 | Rich-text editor with AI and shadcn/ui | 2026-05-21 |
| 57 | mcp-for-beginners | 16,163 | 5,279 | Jupyter Notebook | 0 | This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for... | 2026-05-19 |
| 58 | context-mode | 15,358 | 1,105 | TypeScript | 9 | Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms | 2026-05-21 |
| 59 | mcp-toolbox | 15,301 | 1,558 | Go | 138 | MCP Toolbox for Databases is an open source MCP server for databases. | 2026-05-21 |
| 60 | trigger.dev | 15,023 | 1,240 | TypeScript | 257 | Trigger.dev – build and deploy fully‑managed AI agents and workflows | 2026-05-21 |
| 61 | Figma-Context-MCP | 14,828 | 1,177 | TypeScript | 12 | MCP server to provide Figma layout information to AI coding agents like Cursor | 2026-04-30 |
| 62 | ai-guide | 14,294 | 1,622 | JavaScript | 6 | 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 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor /... | 2026-04-30 |
| 63 | electerm | 14,134 | 1,138 | JavaScript | 297 | 📻Terminal/ssh/sftp/ftp/telnet/serialport/RDP/VNC/Spice client(linux, mac, win) | 2026-05-21 |
| 64 | OpenMetadata | 13,980 | 2,112 | TypeScript | 521 | OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team colla... | 2026-05-22 |
| 65 | easy-vibe | 13,810 | 1,324 | JavaScript | 8 | 💻 vibe coding 2026 | Your first modern Coding course for beginners to master step by step. | 2026-05-21 |
| 66 | xiaohongshu-mcp | 13,702 | 2,075 | Go | 190 | MCP for xiaohongshu.com | 2026-05-15 |
| 67 | Skill_Seekers | 13,693 | 1,411 | Python | 96 | Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection | 2026-05-21 |
| 68 | memU | 13,680 | 1,027 | Python | 65 | Memory for 24/7 proactive agents like OpenClaw. | 2026-04-22 |
| 69 | casdoor | 13,648 | 1,687 | Go | 95 | An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, ... | 2026-05-19 |
| 70 | awesome-ai-apps | 12,399 | 1,597 | Python | 39 | A collection of projects showcasing RAG, agents, workflows, and other AI use cases | 2026-05-09 |
| 71 | langchain4j | 12,060 | 2,249 | Java | 597 | LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing too... | 2026-05-21 |
| 72 | note-gen | 11,943 | 907 | TypeScript | 120 | A cross-platform Markdown AI note-taking software. | 2026-05-11 |
| 73 | kubeshark | 11,904 | 539 | Go | 137 | eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard. | 2026-05-21 |
| 74 | ui | 11,890 | 4,842 | TypeScript | 13 | Open-source components, blocks, and AI agents designed to speed up your workflow. Import them seamlessly into your favorite tools through Registry and MCPs. | 2026-03-14 |
| 75 | fastapi_mcp | 11,873 | 945 | Python | 89 | Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | 2025-11-24 |
| 76 | gateway | 11,816 | 1,079 | TypeScript | 83 | A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API. | 2026-05-19 |
| 77 | mcp-chrome | 11,686 | 1,050 | TypeScript | 183 | Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, cont... | 2026-01-06 |
| 78 | pal-mcp-server | 11,556 | 1,000 | Python | 66 | The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one. | 2025-12-15 |
| 79 | claude-context | 11,520 | 848 | TypeScript | 67 | Code search MCP for Claude Code. Make entire codebase the context for any coding agent. | 2026-05-06 |
| 80 | nginx-ui | 11,165 | 831 | Go | 75 | Yet another WebUI for Nginx | 2026-05-21 |
| 81 | bytebot | 11,031 | 1,477 | TypeScript | 57 | Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment. | 2025-09-12 |
| 82 | ai-engineering-from-scratch | 10,875 | 2,137 | Python | 5 | Learn it. Build it. Ship it for others. | 2026-05-21 |
| 83 | superset | 10,848 | 912 | TypeScript | 570 | Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine | 2026-05-22 |
| 84 | valuecell | 10,692 | 1,797 | Python | 46 | ValueCell is a community-driven, multi-agent platform for financial applications. | 2026-03-09 |
| 85 | Auto-claude-code-research-in-sleep | 10,315 | 983 | Python | 49 | ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi... | 2026-05-21 |
| 86 | mcp-use | 9,985 | 1,299 | TypeScript | 49 | The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. | 2026-05-21 |
| 87 | unity-mcp | 9,859 | 1,111 | C# | 27 | Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with your Unity Editor via a local MCP (Model Context Protocol) Client. Give your LLM tools to manage asse... | 2026-05-18 |
| 88 | inspector | 9,833 | 1,326 | TypeScript | 164 | Visual testing tool for MCP servers | 2026-05-21 |
| 89 | MemOS | 9,306 | 841 | TypeScript | 128 | Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings | 2026-05-21 |
| 90 | mcp | 9,106 | 1,540 | Python | 163 | Open source MCP Servers for AWS | 2026-05-22 |
| 91 | voltagent | 9,073 | 921 | TypeScript | 26 | AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework | 2026-05-11 |
| 92 | GhidraMCP | 8,970 | 913 | Java | 46 | MCP Server for Ghidra | 2025-06-23 |
| 93 | hexstrike-ai | 8,879 | 1,914 | Python | 48 | HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug boun... | 2026-04-27 |
| 94 | mcp-go | 8,736 | 836 | Go | 7 | A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. | 2026-05-19 |
| 95 | ida-pro-mcp | 8,724 | 1,040 | Python | 40 | AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. | 2026-05-21 |
| 96 | awesome-LLM-resources | 8,391 | 876 | - | 0 | 🧑🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources. | 2026-05-21 |
| 97 | kreuzberg | 8,356 | 491 | Rust | 25 | A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python... | 2026-05-22 |
| 98 | mcp-agent | 8,335 | 839 | Python | 86 | Build effective agents using Model Context Protocol and simple workflow patterns | 2026-01-25 |
| 99 | git-mcp | 8,085 | 709 | TypeScript | 52 | Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project | 2026-05-08 |
| 100 | Vibe-Trading | 8,079 | 1,615 | Python | 5 | "Vibe-Trading: Your Personal Trading Agent" | 2026-05-22 |