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 ★ 205,471 本周 +1,399

    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 ★ 107,100 本周 +215

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

  3. koala73/worldmonitor TypeScript ★ 87,089 本周 +924

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

  4. D4Vinci/Scrapling Python ★ 82,619 本周 +1,869

    🕷️ 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

  5. upstash/context7 TypeScript ★ 62,254 本周 +313

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

  6. ChromeDevTools/chrome-devtools-mcp TypeScript ★ 52,374 本周 +528

    Chrome DevTools for coding agents

  7. HKUDS/nanobot Python ★ 48,413 本周 +326

    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 ★ 43,905 本周 +803

    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 ★ 43,230 本周 +470

    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 ★ 39,060 本周 +115

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

  11. github/github-mcp-server Go ★ 33,086 本周 +194

    GitHub's official MCP Server

  12. oraios/serena Python ★ 29,648 本周 +377

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

  13. assafelovic/gpt-researcher Python ★ 29,541 本周 +118

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

  14. ahujasid/mcp-for-blender Python ★ 29,081 本周 +608

    Community plugin to control Blender 3D with any LLM of your choice

  15. PrefectHQ/fastmcp Python ★ 27,800 本周 +152

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

  16. activepieces/activepieces TypeScript ★ 24,614 本周 +186

    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

  17. modelcontextprotocol/python-sdk Python ★ 24,350 本周 +72

    The official Python SDK for Model Context Protocol servers and clients

  18. pascalorg/editor TypeScript ★ 24,171 本周 +297

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

  19. mksglu/context-mode TypeScript ★ 23,764 本周 +1,075

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

  20. czlonkowski/n8n-mcp TypeScript ★ 22,953 本周 +87

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

  21. 1Panel-dev/MaxKB Python ★ 22,847 本周 +75

    🔥 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。

  22. modelscope/FunASR Python ★ 20,443 本周 +138

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

  23. Evil0ctal/Douyin_TikTok_Download_API Python ★ 20,210 本周 +117

    🚀 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. 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。

  24. nukeop/nuclear TypeScript ★ 18,478 本周 +50

    Streaming music player that finds free music for you

  25. microsoft/mcp-for-beginners Jupyter Notebook ★ 17,258 本周 +55

    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.

  26. wanshuiyin/Auto-claude-code-research-in-sleep Python ★ 16,410 本周 +335

    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.

  27. triggerdotdev/trigger.dev TypeScript ★ 16,352 本周 +80

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

  28. xpzouying/xiaohongshu-mcp Go ★ 15,894 本周 +124

    MCP for xiaohongshu.com

  29. budtmo/docker-android Python ★ 15,874 本周 +32

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

  30. open-metadata/OpenMetadata TypeScript ★ 15,272 本周 +89

    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.

  31. yusufkaraaslan/Skill_Seekers Python ★ 15,013 本周 +44

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

  32. CoplayDev/unity-mcp C# ★ 14,361 本周 +168

    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.

  33. tonhowtf/omniget Rust ★ 14,012 本周 +2,042

    Udemy & Hotmart course downloader, YouTube downloader (yt-dlp GUI, 1,800+ sites) + desktop app for AI agents: Claude Code, Codex, Gemini CLI, Ollama. Permissions, undo, jobs, loops until tests pass, MCP server, 156 tools, course player. Free and open source for Windows, macOS and Linux. No terminal. Your files stay on your computer.

  34. modelcontextprotocol/typescript-sdk TypeScript ★ 13,433 本周 +47

    The official TypeScript SDK for Model Context Protocol servers and clients

  35. JoeanAmier/XHS-Downloader JavaScript ★ 12,782 本周 +89

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

  36. mrexodia/ida-pro-mcp Python ★ 12,184 本周 +168

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

  37. tadata-org/fastapi_mcp Python ★ 12,007 本周 +7 最近提交在半年前

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

  38. 0x4m4/hexstrike-ai Python ★ 12,006 本周 +157

    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. OpenByteInc/QuantDinger Python ★ 11,826 本周 +227

    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.

  40. 0xJacky/nginx-ui Go ★ 11,523 本周 +41

    Yet another WebUI for Nginx

MCP Server 新秀榜

近 90 天新建、涨势最猛的项目。

  1. trailhq/Graft TypeScript ★ 8,810 本周 +1,280

    Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

  2. oomol-lab/open-connector TypeScript ★ 5,842 本周 +127

    Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

  3. XiaoDuoYa/codex-with-chatgpt TypeScript ★ 5,693 本周 +1,472

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

  4. redhat-et/ripwire C++ ★ 2,286 本周 +283

    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. duty1g/x64dbg-mcp-server Zig ★ 2,022 本周 +70

    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

  6. Appllama/appllama-skills ★ 1,919 本周 +263

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

  7. tianma-if/edgeever HTML ★ 1,460 本周 +50

    Open-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on Cloudflare or Docker.

  8. 2akouwu/reverify Python ★ 1,232 本周 +40

    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.

  9. cinderline/northcinder JavaScript ★ 1,212 本周 +4

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

  10. xuzhougeng/wisp-science Rust ★ 1,156 本周 +22

    Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

  11. Ryze-AI-Adgent/open-seo-mcp-skills Shell ★ 1,087 本周 +271

    Open-source SEO + GEO skills for Claude on your real GSC/GA4/ads data. Free MCP: claude mcp add ryze - transport http https://connector.get-ryze.ai/mcp

  12. vshulcz/deja-vu Go ★ 897 本周 +90

    One memory shared by Claude Code, Codex, Cursor, Copilot CLI, OpenClaw and 28 more coding agents, built from the session history already on disk. A fix found in one agent comes back in any of them, including months of sessions from before you installed it. No LLM, no embeddings, one local Go binary.

  13. risa-labs-inc/BossConsole Kotlin ★ 797 本周 +165

    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.

  14. mixelpixx/Konnect Rust ★ 738 本周 +85

    AI-assisted PCB design for KiCAD 10. Native KiCAD plugin - a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and manufacturing tools to Claude, or the LLM of your choosing

  15. okf-memory/okf-agent-memory Go ★ 707 本周 +79

    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.

  16. sandbaseai/sandbase-harness TypeScript ★ 648 本周 +6

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

  17. shinthink/blitzstrike TypeScript ★ 639 本周 +636 star 涨幅快过 fork

    ⚡ Blitz Strike - a universal MCP penetration-testing toolbelt. Structured methodology: reconnaissance & attack-surface mapping, source-to-sink analysis, and live validation. 57 escalation chains, 130-tool catalog, intelligence data layer. One server, every agent.

  18. Playa-Cyrene/Cyrene-Agent TypeScript ★ 610 本周 +16

    An open-source desktop AI agent built around Cyrene’s persona and powered by the self-developed Cyrene_Harness framework. It combines immersive character chat with practical Agent capabilities for daily tasks, coding assistance, learning, and tools like music and weather.

  19. vibeinging/dsh-desktop JavaScript ★ 589 本周 +5

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

  20. MaxFreedomPollard/Compartment Python ★ 581 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.

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。