开源精选 · MCP Server

MCP Server 清单

每日更新。60 个项目,按 star 排序,并核对 fork 与维护活跃度。

MCP Server 镇场榜

成熟且仍在更新的项目。GitHub 上标注了 mcp-server, model-context-protocol。

  1. n8n-io/n8n TypeScript ★ 206,653 本周 +650

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

  2. google-gemini/gemini-cli TypeScript ★ 107,238 本周 +176

    An open-source AI agent that brings the power of Gemini directly into your terminal.

  3. koala73/worldmonitor TypeScript ★ 87,773 本周 +371

    Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

  4. D4Vinci/Scrapling Python ★ 85,667 本周 +1,624

    🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

  5. upstash/context7 TypeScript ★ 62,677 本周 +228

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

  6. ChromeDevTools/chrome-devtools-mcp TypeScript ★ 52,954 本周 +327

    Chrome DevTools for coding agents

  7. HKUDS/nanobot Python ★ 48,783 本周 +199

    Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

  8. DeusData/codebase-memory-mcp C ★ 45,790 本周 +689

    High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph - average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

  9. reactive-resume/reactive-resume TypeScript ★ 43,765 本周 +290

    A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

  10. bytedance/UI-TARS-desktop TypeScript ★ 39,211 本周 +97

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

  11. github/github-mcp-server Go ★ 33,364 本周 +143

    GitHub's official MCP Server

  12. feder-cr/invisible_playwright_mcp Python ★ 31,774 本周 +108

    Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.

  13. oraios/serena Python ★ 29,990 本周 +157

    A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

  14. ahujasid/mcp-for-blender Python ★ 29,980 本周 +492

    Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.

  15. assafelovic/gpt-researcher Python ★ 29,917 本周 +290

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

  16. PrefectHQ/fastmcp Python ★ 27,975 本周 +75

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

  17. mksglu/context-mode TypeScript ★ 25,384 本周 +1,277

    Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

  18. activepieces/activepieces TypeScript ★ 24,900 本周 +162

    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

  19. pascalorg/editor TypeScript ★ 24,624 本周 +306

    Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

  20. modelcontextprotocol/python-sdk Python ★ 24,479 本周 +70

    The official Python SDK for Model Context Protocol servers and clients

  21. czlonkowski/n8n-mcp TypeScript ★ 23,037 本周 +44

    A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

  22. 1Panel-dev/MaxKB Python ★ 22,900 本周 +27

    🔥 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。

  23. modelscope/FunASR Python ★ 20,580 本周 +69

    Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

  24. Evil0ctal/Douyin_TikTok_Download_API Python ★ 20,465 本周 +108

    🚀 抖音、TikTok 数据采集与无水印视频下载 API,自托管,支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader - async REST API, MCP server, CLI and web console for posts, profiles, comments and playlists. Self-healing identity pool, PostgreSQL archive, one docker compose up.

  25. nukeop/nuclear TypeScript ★ 18,605 本周 +73

    Streaming music player that finds free music for you

  26. microsoft/mcp-for-beginners Jupyter Notebook ★ 17,393 本周 +66

    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 developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

  27. wanshuiyin/Auto-claude-code-research-in-sleep Python ★ 16,960 本周 +248

    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 with Claude Code, Codex, OpenClaw, or any LLM agent.

  28. triggerdotdev/trigger.dev TypeScript ★ 16,466 本周 +52

    Trigger.dev - build and deploy durable AI agents and workflows

  29. xpzouying/xiaohongshu-mcp Go ★ 16,108 本周 +95

    MCP for xiaohongshu.com

  30. budtmo/docker-android Python ★ 15,938 本周 +55

    Android in docker solution with noVNC supported, video recording, mcp server and AI-agent

  31. open-metadata/OpenMetadata TypeScript ★ 15,373 本周 +45

    The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

  32. yusufkaraaslan/Skill_Seekers Python ★ 15,098 本周 +78

    Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

  33. CoplayDev/unity-mcp C# ★ 14,689 本周 +159

    Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

  34. modelcontextprotocol/typescript-sdk TypeScript ★ 13,513 本周 +40

    The official TypeScript SDK for Model Context Protocol servers and clients

  35. JoeanAmier/XHS-Downloader JavaScript ★ 12,908 本周 +63

    小红书(XiaoHongShu、RedNote)链接提取/作品采集工具

  36. mrexodia/ida-pro-mcp Python ★ 12,469 本周 +129

    AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

  37. OpenByteInc/QuantDinger Python ★ 12,442 本周 +226

    Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto, stocks, and forex. Launch your own multi-tenant trading SaaS with built-in user management, billing, payments, and settlement.

  38. 0x4m4/hexstrike-ai Python ★ 12,336 本周 +162

    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 bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

  39. tadata-org/fastapi_mcp Python ★ 12,017 本周 +7 最近提交在半年前

    Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

  40. 0xJacky/nginx-ui Go ★ 11,566 本周 +25

    Yet another WebUI for Nginx

MCP Server 新秀榜

近 90 天新建、涨势最猛的项目。

  1. XiaoDuoYa/codex-with-chatgpt TypeScript ★ 7,020 本周 +264

    ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

  2. jub0t/Concat Rust ★ 4,056 本周 +260

    Beta: The truly free, and open-source cross-platform CapCut replacement (supports MCPs).

  3. Ryze-AI-Adgent/open-seo-mcp-skills Shell ★ 3,694 本周 +1,238

    Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze - transport http https://connector.get-ryze.ai/mcp

  4. redhat-et/ripwire C++ ★ 2,394 本周 +44

    The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant - blast radius, tests-to-run, quality deltas. Signatures at 74.7% fewer bytes than bodies; every guess labelled, every loss published. Paddle out with a map.

  5. Appllama/appllama-skills ★ 2,365 本周 +236

    A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

  6. duty1g/x64dbg-mcp-server Zig ★ 2,182 本周 +65

    x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig - zero dependencies, single-binary output, cros

  7. 2akouwu/reverify Python ★ 1,257 本周 +14

    Stop your AI from making things up - it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.

  8. cinderline/northcinder JavaScript ★ 1,213 本周 +1

    Open-source MCP server for comparing products and asking the buyer before purchase.

  9. vshulcz/deja-vu Go ★ 1,130 本周 +58

    Memory for Claude Code, Codex, Cursor and 32 more coding agents, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.

  10. aoci-spec/aoci-code Go ★ 1,064 本周 +421

    A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.

  11. scenario-labs/skills Python ★ 871 本周 +231

    Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the right model, price before spending, and keep characters and brands consistent through the Scenario MCP, plus expert teams that drive Blender, Maya, ZBrush, Unreal, and Unity.

  12. risa-labs-inc/BossConsole Kotlin ★ 809 本周 +6

    Open-source, multi-platform harness for AI agents - a native, multi-threaded operator's console (JVM, not Electron) to run Claude Code, Codex, Gemini or OpenCode with a real browser, terminal, editor, secrets & 100+ MCP tools. Built for enterprises, science & research.

  13. okf-memory/okf-agent-memory Go ★ 750 本周 +21

    Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.

  14. 20000419/fauxnix TypeScript ★ 722 本周 +177 star 涨幅快过 fork

    Run Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode...). GNU-style output, bash-style errors, UTF-8/GBK handled.

  15. sandbaseai/sandbase-harness TypeScript ★ 681 本周 +7

    Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

  16. jianruntech/geo-score Python ★ 619 本周 +41

    Can AI engines cite your site, and do they? Free 0 - 100 readiness score on an open GEO rubric, plus citation tracking via the OpenAI, Perplexity, Gemini and Claude APIs with your own keys. Zero dependencies, MCP server.

  17. OpenLabs-so/openanalytics TypeScript ★ 612 本周 +21

    Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

  18. vibeinging/dsh-desktop JavaScript ★ 591 本周 +4

    DeepSeek Harness Desktop App: a local AI desktop workspace for DSH Sessions, projects, files, web research, plugins, and Office artifacts.

  19. MaxFreedomPollard/Compartment Python ★ 579 本周 +2

    Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.

  20. Sidiora-Labs/Paxeer-X-Network Rust ★ 575 本周 +130

    Paxeer X is a Distributed HyperState Machine for payments, code execution and intent routing. Designed for Machines and the Users operating them.

这份榜单怎么来的

候选来自 GitHub 话题标签 mcp-server, model-context-protocol。star 数与周增长取自 GitHub 官方的 star 历史接口,因此数字与 GitHub 自己的口径一致。榜单收录活跃、话题数量至多 20 个的仓库。某个项目的 star 数相对 fork 数明显偏高时会被标注,可结合仓库活动进一步了解原因。