MCP 工具开源项目推荐(173 个)

面向 AI 编程代理的性能优化系统

通过 MCP 让 AI Agent 逆向分析二进制、应用与网站

可视化与代码结合的工作流自动化平台，原生支持 AI

Java 后端面试与 AI 应用开发指南

开源 LLM 应用开发平台，可视化编排工作流与 RAG

自托管、可扩展的 AI 对话界面，支持 Ollama 与 OpenAI 兼容 API

一键切换 AI 编程工具 API 供应商的跨平台桌面管理器

把代码库与文档变成可查询的知识图谱

让 AI 代理像人一样操作浏览器的开源 Python 库

开源的多 AI Agent 团队编排与管理工作台

给 AI Agent 一键接入互联网能力的 CLI 工具

收集各类 MCP 服务器的资源列表

实时全球情报仪表盘，聚合新闻、地缘政治与基础设施监控

自适应网页抓取框架，从单次请求到大规模爬虫

把任意网站抓取为适合 LLM 的干净 Markdown

把 AI Agent 组织成 7×24 小时运转的团队

开源实时基础设施监控平台，支持每秒指标与机器学习异常检测

收录 1000+ 个 Claude Skills 与插件的精选清单

一个端点接入 372 家 AI 提供商，聚合免费额度并自动降级

在内容进入 LLM 前压缩工具输出、日志与 RAG 片段

面向 AI 编程代理的性能优化系统

通过 MCP 让 AI Agent 逆向分析二进制、应用与网站

可视化与代码结合的工作流自动化平台，原生支持 AI

Java 后端面试与 AI 应用开发指南

开源 LLM 应用开发平台，可视化编排工作流与 RAG

自托管、可扩展的 AI 对话界面，支持 Ollama 与 OpenAI 兼容 API

一键切换 AI 编程工具 API 供应商的跨平台桌面管理器

把代码库与文档变成可查询的知识图谱

让 AI 代理像人一样操作浏览器的开源 Python 库

开源的多 AI Agent 团队编排与管理工作台

给 AI Agent 一键接入互联网能力的 CLI 工具

收集各类 MCP 服务器的资源列表

实时全球情报仪表盘，聚合新闻、地缘政治与基础设施监控

自适应网页抓取框架，从单次请求到大规模爬虫

把任意网站抓取为适合 LLM 的干净 Markdown

把 AI Agent 组织成 7×24 小时运转的团队

开源实时基础设施监控平台，支持每秒指标与机器学习异常检测

收录 1000+ 个 Claude Skills 与插件的精选清单

一个端点接入 372 家 AI 提供商，聚合免费额度并自动降级

在内容进入 LLM 前压缩工具输出、日志与 RAG 片段

从零实现模型内部、检索管线与 Agent 运行时的开源课程

用 HTML 和 CSS 编写并渲染确定性 MP4 视频的开源框架

为 AI 编程助手提供实时、版本准确的代码文档

聚合多平台热点与 RSS 的 AI 舆情监控与推送工具

本地优先的 AI 记忆系统，原样存储对话历史，语义检索，零 API 调用。

运行在本机的开源通用 AI agent，支持桌面、CLI 与 API

开源 AI Agent 教材：10 章正文 + 109 个配套实验

让 AI 编程助手通过 MCP 控制并检查 Chrome 浏览器

开源本地 AI 引擎，无需 GPU 即可运行多种模型

超轻量自托管个人 AI Agent 框架，支持 WebUI 与聊天应用

企业级 AI 低代码平台，一句话生成前后端代码与完整系统

为 AI 编码代理提供可搜索、可验证的技能库与本地控制平面。

开源个人 AI 助手，可规划任务、运行技能并自我进化

开源、隐私优先、自托管的知识工作空间

本地代码知识图谱 MCP 服务器，为编码智能体提供代码检索与可视化

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active

🦍 The API and AI Gateway

The fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS.

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

Open-source Rust agent engine and terminal client for Codewhale, with provider choice, tools, approvals and receipts.

Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi

Free, simple, and intuitive online database diagram editor and SQL generator.

The unified workspace where open-source models get things done for you.

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

Official, Anthropic-managed directory of high quality Claude Code Plugins.

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Playwright MCP server

[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

Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.

"Vibe-Trading: Your Personal Trading Agent"

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

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

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

🚀 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.

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.

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.

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.

Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for 10,000+ models, with failover, load balancing, semantic caching, virtual keys, budgets and MCP Code Mode. Works with any SDK or agent and adds under 200µs of overhead at 5k RPS.

Build effective agents using Model Context Protocol and simple workflow patterns

Build autonomous AI agents in Python.

让 AI 编码代理帮你修改几乎任何 PC 游戏

自己找热点、自己写日报的行业热点站框架

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

让 ChatGPT 网页版负责规划，Codex 负责执行编码任务

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

免费开源的跨平台视频编辑器，CapCut 替代品

在自有基础设施上运行、可治理的 AI 同事平台

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st MCP; this package keeps old configs working. Setup: 21st.dev/mcp

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

为 Claude 提供免费 SEO 与 GEO 技能的 MCP 服务器

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

Exa MCP for web search and web crawling!

The Unofficial and Awesome Home Assistant MCP Server

MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.

Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.

Where data access meets operational intelligence

WebGPU components for React, Vue, Svelte, Solid, JS & Framer

让 ChatGPT 通过 MCP 在本地读写文件、运行终端并调度多智能体

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Instant REST and MCP APIs for PostgreSQL and MySQL, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a backend. Low-code, ⚡ realtime, high-performance. Native MySQL support since v2.5.

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.

为 AI agent 提供长期记忆的本地运行时，Markdown 为真源

开源 AI 社交媒体智能体，覆盖发现、创作、发布与复盘

A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP

A Model Context Protocol server for converting almost anything to Markdown

Plugin for JADX to integrate MCP server

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

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

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

让 AI 智能体用隐身 Firefox 自动浏览网页的 MCP 服务

纯 Rust 编写的开源参数化 3D CAD 应用

让 AI 助手通过 MCP 协议控制 x64dbg 调试器

把 AI 智能体组织成一家公司，按部门安装技能

给编码智能体用的本地 FFmpeg 视频编辑技能包

本地离线的 AI 语音与音乐创作工作室

UNIGIT 的品牌与生态公开仓库，非产品源码

用确定性工具验证 AI 的每一条声明，防止幻觉

远程 MCP 服务器精选列表，无需本地安装即可连接

开源个人 AI 智能体，跨设备执行任务并记住你

本地运行的开源 MCP 购物比价服务器，购买前先问你

把 Codex 的 computer use 运行时解耦出来，接入任意 agent harness

AI 智能体自动维护的 Obsidian 第二大脑知识库

面向 AI Agent 时代的开源邮件订阅平台，可自托管

每日追踪 AI 新词，比关键词工具更早发现趋势

基于 DeepSeek Harness 的终端编码智能体，支持多会话协作

人类与 AI 代理实时协作的开源多人设计画布

为 AI 编程代理提供 Git 原生的持久化项目记忆

终端里的开源 AI 编程助手，中文注释完整

Local-first open-source multi-profile fingerprint browser based on Chromium and Electron

Pi Coding Agent 的桌面运维超集，支持多 Agent 编排

Curated reverse-engineering tools and learning resources for binaries, apps, firmware, formats, and protocols.

在代码冲突之前发现意图冲突的多智能体协调协议

开源 AI 攻击性安全操作系统，发现、验证并修复漏洞

魔搭紫皮书：开源模型应用实战指南

麦当劳优惠券组合优化 Skill，算出最省点餐方案

TypeSafe AI Jev 用例合集：74 个演示、150+ 仓库与成本限制

为 AI agent 提供操作系统级隔离与策略管控的开源沙箱引擎

免费开源的 Windows 快速搜索启动器，双击 Ctrl 搜遍全盘

面向阿尔及利亚的 COD 优先开源电商平台，支持 AI 代理

官方 MCP 服务器精选目录，收录 300+ 可信项目

让 AI agent 直接调用 Jev 等模型做快速判断

让编码智能体在你打开的 Aseprite 窗口里逐像素作画

手机视频转可被 AI 查询的 3D 场景，提供 MCP 工具

基于麦当劳 MCP 的点餐成本优化助手，算清每单最省方案并提示券过期损失。

把 QQ / 微信资料接入桌面 Agent，也能让它在 QQ 群里当群友

为 LLM 智能体提供 Datalog 演绎记忆引擎

企业信息系统智能运维 Agent，自动巡检、证据排查与工单审批

跨设备跨平台的 AI 共享记忆层，让记忆跟着人走

每两小时自动重建的 Jev 生态索引，按证据等级收录 SDK、MCP 工具与智能体。

在 DeepSeek Harness 对话里实时操控 iOS 模拟器与真机

为组织内 AI agent 提供统一身份、策略与审计的治理层

构建、部署和运行智能体环境的 Python SDK 与 CLI

将财报和价格转化为估值指标并在行业内检验的 MCP 服务器

扫描 MCP 配置的 AI 代理安全审计 CLI

为 Genspark Claw、OpenClaw 和 Hermes 智能体提供技能包与 CLI

为 AI agent 构建数学论文的证据化阅读地图

把 ChatGPT 接入本地，变成能操作电脑的智能体运行时

面向 AI Agent 的 GTM 工具与工作流开源目录

Agent Skills 的搜索、安装、校验与发布工具链

为 AI 编程助手提供本地化持续代码质量评分

在 Codex 和 Claude Desktop 中按需选择历史图片是否随消息发送

通过 MCP 生成 13 国教师证件与文书 PNG

面向自主 AI Agent 的控制面与任务编排平台

自托管的多人与 AI 协作工作空间

为编码智能体提供代码图谱与项目记忆的 Rust 程序

用 Google Flow 积分驱动视频生成，通过 MCP 接入 Claude 等助手

为 AI 代理提供 Digikala 商品数据的只读 MCP 服务器

为视频自动匹配可商用 BGM 的 MCP 服务器

面向 Roblox Studio 的开源 AI 智能体，可建模、写脚本并自动测试

为 AI Agent 提供可验证记忆的神经符号架构

开源自托管 AI 业务编排平台，让 AI Agent 安全操作企业系统

面向 AI agent 的本地 MCP 凭据管理器

面向 AI 图像编辑的桌面工具，每次生成结果都成为独立图层

OSINT tool for username search, email lookup and phone intelligence. 7,900+ lookup modules standardised from 19 projects, with enriched results, evidence graphs and MCP integration. By the OSINT Experts Society.

本地文件整理、媒体建库与可校验批量归档工具，支持 AI 通过 MCP 调用

为 AI Agent 提供类型化判断能力的 TypeScript 决策层

为编码代理提供基于 Jev 的语义代码搜索

在终端或 AI Agent 中搜索并申请 9 个招聘网站的约 4700 个技术岗位

把伊朗网站接入 AI 智能体的 MCP 服务器合集