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 ★ 204,087 本周 +742

    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 ★ 106,943 本周 +180

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

  3. koala73/worldmonitor TypeScript ★ 86,126 本周 +560

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

  4. D4Vinci/Scrapling Python ★ 80,465 本周 +1,929

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

  5. upstash/context7 TypeScript ★ 61,917 本周 +281

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

  6. ChromeDevTools/chrome-devtools-mcp TypeScript ★ 51,739 本周 +698

    Chrome DevTools for coding agents

  7. HKUDS/nanobot Python ★ 48,058 本周 +349

    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 ★ 43,022 本周 +694

    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 ★ 42,525 本周 +330

    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 ★ 38,942 本周 +91

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

  11. github/github-mcp-server Go ★ 32,892 本周 +165

    GitHub's official MCP Server

  12. assafelovic/gpt-researcher Python ★ 29,421 本周 +123

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

  13. oraios/serena Python ★ 29,217 本周 +366

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

  14. ahujasid/blender-mcp Python ★ 28,330 本周 +1,242

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

  15. PrefectHQ/fastmcp Python ★ 27,630 本周 +108

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

  16. activepieces/activepieces TypeScript ★ 24,412 本周 +133

    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 ★ 24,273 本周 +76

    The official Python SDK for Model Context Protocol servers and clients

  18. pascalorg/editor TypeScript ★ 23,826 本周 +1,968

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

  19. czlonkowski/n8n-mcp TypeScript ★ 22,875 本周 +50

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

  20. 1Panel-dev/MaxKB Python ★ 22,774 本周 +65

    🔥 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。

  21. mksglu/context-mode TypeScript ★ 22,299 本周 +1,901

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

  22. modelscope/FunASR Python ★ 20,285 本周 +111

    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 ★ 20,079 本周 +223

    🚀 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 ★ 18,432 本周 +38

    Streaming music player that finds free music for you

  25. microsoft/mcp-for-beginners Jupyter Notebook ★ 17,201 本周 +52

    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. triggerdotdev/trigger.dev TypeScript ★ 16,265 本周 +52

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

  27. wanshuiyin/Auto-claude-code-research-in-sleep Python ★ 16,051 本周 +302

    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. budtmo/docker-android Python ★ 15,842 本周 +22

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

  29. xpzouying/xiaohongshu-mcp Go ★ 15,751 本周 +99

    MCP for xiaohongshu.com

  30. open-metadata/OpenMetadata TypeScript ★ 15,180 本周 +78

    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 ★ 14,957 本周 +43

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

  32. CoplayDev/unity-mcp C# ★ 14,149 本周 +217

    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. modelcontextprotocol/typescript-sdk TypeScript ★ 13,376 本周 +45

    The official TypeScript SDK for Model Context Protocol servers and clients

  34. JoeanAmier/XHS-Downloader JavaScript ★ 12,679 本周 +69

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

  35. tadata-org/fastapi_mcp Python ★ 12,006 本周 +8 半年没有提交

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

  36. mrexodia/ida-pro-mcp Python ★ 11,990 本周 +148

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

  37. 0x4m4/hexstrike-ai Python ★ 11,840 本周 +283

    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.

  38. OpenByteInc/QuantDinger Python ★ 11,563 本周 +210

    Open-source AI Trading OS and commercial-ready multi-tenant SaaS platform - research markets, build Python strategies, backtest, paper/live trade, and monitor crypto, stocks, and forex, with built-in user management, billing, payments, and settlement to launch and operate your own trading service.

  39. 0xJacky/nginx-ui Go ★ 11,488 本周 +17

    Yet another WebUI for Nginx

  40. holaboss-ai/holaOS TypeScript ★ 11,228 本周 +115

    Open-source agentic workspace enterprises can make their own. Connect the systems you already run - 100+ integrations, MCP, chat tools, apps, browser, local files - with shared memory. Any agent (Claude Code, Codex), any model, or BYOK. Set up in clicks, not months. Local-first: your data never leaves your machines.

MCP Server 新秀榜

近 90 天新建、涨势最猛的项目。

  1. trailhq/Graft TypeScript ★ 7,252 本周 +1,659

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

  2. oomol-lab/open-connector TypeScript ★ 5,698 本周 +151

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

  3. XiaoDuoYa/codex-with-chatgpt TypeScript ★ 4,107 本周 +1,592

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

  4. duty1g/x64dbg-mcp-server Zig ★ 1,943 本周 +59

    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

  5. redhat-et/ripwire C++ ★ 1,916 本周 +1,913

    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.

  6. Appllama/appllama-skills ★ 1,632 本周 +808

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

  7. tianma-if/edgeever HTML ★ 1,406 本周 +34

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

  8. cinderline/northcinder JavaScript ★ 1,209 本周 +1

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

  9. 2akouwu/reverify Python ★ 1,169 本周 +251

    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.

  10. xuzhougeng/wisp-science Rust ★ 1,130 本周 +36

    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. LING71671/open-reverselab Python ★ 1,117 本周 +25

    Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin - automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP tools and a 194-article runnable knowledge base.

  12. vshulcz/deja-vu Go ★ 802 本周 +24

    One memory shared by Claude Code, Codex, Cursor, Copilot CLI, OpenClaw and 20 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. Ryze-AI-Adgent/open-seo-mcp-skills Shell ★ 789 本周 +277

    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

  14. awdr74100/figwright TypeScript ★ 739 本周 +57

    Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.

  15. sandbaseai/sandbase-harness TypeScript ★ 641 本周 +4

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

  16. mixelpixx/Konnect Rust ★ 633 本周 +201

    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

  17. risa-labs-inc/BossConsole Kotlin ★ 619 本周 +158

    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.

  18. okf-memory/okf-agent-memory Go ★ 596 本周 +456

    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.

  19. MaxFreedomPollard/Compartment Python ★ 586 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. vibeinging/dsh-desktop JavaScript ★ 585 本周 +4

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

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。已归档的仓库、以及标了超过 20 个话题的仓库不收。某个项目的 star 数相对它的 fork 数明显偏高时会被标注,这只说明两者走开了,不说明原因。