AI 模型与智能体 MCP 服务器
共 112 个服务器，按 GitHub 星标数排序。
deep-research by u14app · ★4694
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
AI 模型与智能体
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
AI 模型与智能体
py-xiaozhi by huangjunsen0406 · ★3511
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.
AI 模型与智能体
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.
AI 模型与智能体
paper-search-mcp by openags · ★2830
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
AI 模型与智能体
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
AI 模型与智能体
nitrostack by nitrocloudofficial · ★2458
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
AI 模型与智能体
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
AI 模型与智能体
12306-mcp by Joooook · ★2381
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
AI 模型与智能体
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
AI 模型与智能体
Dive by OpenAgentPlatform · ★1825
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
AI 模型与智能体
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
AI 模型与智能体
mcptools by f · ★1631
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
AI 模型与智能体
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
AI 模型与智能体
ros-mcp-server by robotmcp · ★1493
Connect AI models like Claude & GPT with robots using MCP and ROS.
AI 模型与智能体
Connect AI models like Claude & GPT with robots using MCP and ROS.
AI 模型与智能体
sourcey by sourcey · ★1373
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
AI 模型与智能体
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
AI 模型与智能体
jupyter-mcp-server by datalayer · ★1302
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
AI 模型与智能体
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
AI 模型与智能体
zotero-mcp by cookjohn · ★1238
It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一
AI 模型与智能体
It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一
AI 模型与智能体
northcinder by cinderline · ★1205
Open-source MCP server for comparing products and asking the buyer before purchase.
AI 模型与智能体
Open-source MCP server for comparing products and asking the buyer before purchase.
AI 模型与智能体
ref-tools-mcp by ref-tools · ★1182
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
AI 模型与智能体
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
AI 模型与智能体
Unreal_mcp by ChiR24 · ★942
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Br
AI 模型与智能体
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Br
AI 模型与智能体
hyper-mcp by hyper-mcp-rs · ★883
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
AI 模型与智能体
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
AI 模型与智能体
mcp-client-for-ollama by jonigl · ★830
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mo
AI 模型与智能体
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mo
AI 模型与智能体
line-bot-mcp-server by line · ★789
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
AI 模型与智能体
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
AI 模型与智能体
minecraft-mcp-server by yuniko-software · ★780
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build s
AI 模型与智能体
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build s
AI 模型与智能体
mcp-proxy by tbxark · ★737
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
AI 模型与智能体
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
AI 模型与智能体
innoshop by innocommerce · ★664
InnoShop is an AI-powered open source e-commerce system built on Laravel 13. It supports multiple AI models and native MCP (Model Context Pr
AI 模型与智能体
InnoShop is an AI-powered open source e-commerce system built on Laravel 13. It supports multiple AI models and native MCP (Model Context Pr
AI 模型与智能体
rustunnel by joaoh82 · ★659
Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open
AI 模型与智能体
Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open
AI 模型与智能体
iterm-mcp by ferrislucas · ★570
A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance
AI 模型与智能体
A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance
AI 模型与智能体
anytype-mcp by anyproto · ★533
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, a
AI 模型与智能体
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, a
AI 模型与智能体
agent by 1mcp-app · ★517
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
AI 模型与智能体
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
AI 模型与智能体
STS2MCP by Gennadiyev · ★514
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.
AI 模型与智能体
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.
AI 模型与智能体
vibe-check-mcp-server by PV-Bhat · ★501
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for c
AI 模型与智能体
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for c
AI 模型与智能体
mingyu by Brhiza · ★491
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式玄学算命占卜工具包，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。
AI 模型与智能体
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式玄学算命占卜工具包，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。
AI 模型与智能体
mcp-remote-macos-use by baryhuang · ★490
The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop A
AI 模型与智能体
The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop A
AI 模型与智能体
godot-mcp by tugcantopaloglu · ★485
MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.
AI 模型与智能体
MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.
AI 模型与智能体
airtable-mcp-server by domdomegg · ★456
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
AI 模型与智能体
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
AI 模型与智能体
skillz by intellectronica · ★404
An MCP server for loading skills (shim for non-claude clients).
AI 模型与智能体
An MCP server for loading skills (shim for non-claude clients).
AI 模型与智能体
ebook-mcp by onebirdrocks · ★395
A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.
AI 模型与智能体
A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.
AI 模型与智能体
computer-use-mcp by domdomegg · ★384
💻 Give AI models complete control of your computer (probably a bad idea)
AI 模型与智能体
💻 Give AI models complete control of your computer (probably a bad idea)
AI 模型与智能体
MCPSharp by afrise · ★377
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI
AI 模型与智能体
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI
AI 模型与智能体
gptr-mcp by assafelovic · ★372
MCP server for enabling LLM applications to perform deep research via the MCP protocol
AI 模型与智能体
MCP server for enabling LLM applications to perform deep research via the MCP protocol
AI 模型与智能体
hookdeck-cli by hookdeck · ★365
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destina
AI 模型与智能体
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destina
AI 模型与智能体
interactive-mcp by ttommyth · ★351
Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent
AI 模型与智能体
Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent
AI 模型与智能体
hass-mcp by voska · ★346
Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.
AI 模型与智能体
Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.
AI 模型与智能体
goofish-cli by fancyboi999 · ★322
闲鱼 CLI · 原生支持 MCP · 为 AI Agent 而生 | Goofish (Xianyu) automation CLI · MCP-ready · Built for AI Agents
AI 模型与智能体
闲鱼 CLI · 原生支持 MCP · 为 AI Agent 而生 | Goofish (Xianyu) automation CLI · MCP-ready · Built for AI Agents
AI 模型与智能体
mcp-fiscal-brasil by DeHor-Labs · ★321
Servidor MCP fiscal brasileiro: CNPJ, NF-e, NFS-e, CT-e, SPED, eSocial, Simples Nacional, Reforma 2026. 44 tools, zero-cadastro, tabelas off
AI 模型与智能体
Servidor MCP fiscal brasileiro: CNPJ, NF-e, NFS-e, CT-e, SPED, eSocial, Simples Nacional, Reforma 2026. 44 tools, zero-cadastro, tabelas off
AI 模型与智能体
mcp-server-mas-sequential-thinking by FradSer · ★305
An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.
AI 模型与智能体
An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.
AI 模型与智能体
openmcp by getdatanaut · ★303
Turn any openapi file into an mcp server, with just the tools you need.
AI 模型与智能体
Turn any openapi file into an mcp server, with just the tools you need.
AI 模型与智能体
markmap-mcp-server by jinzcdev · ★290
An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).
AI 模型与智能体
An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).
AI 模型与智能体
metorial-index by metorial · ★282
Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉
AI 模型与智能体
Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉
AI 模型与智能体
WeChat-MCP by BiboyQG · ★277
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply to WeChat for you
AI 模型与智能体
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply to WeChat for you
AI 模型与智能体
mcpfusion by vinkius-labs · ★256
MCP Fusion - The TypeScript framework for secure MCP servers.
AI 模型与智能体
MCP Fusion - The TypeScript framework for secure MCP servers.
AI 模型与智能体
freecad-addon-robust-mcp-server by spkane · ★255
The FreeCAD Robust MCP server and MCP Bridge Workbench/Addon
AI 模型与智能体
The FreeCAD Robust MCP server and MCP Bridge Workbench/Addon
AI 模型与智能体
mirroir-mcp by jfarcand · ★254
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
AI 模型与智能体
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
AI 模型与智能体
growth-engineer by GetBrew · ★248
Open-source catalog of go-to-market tools and workflows, written as markdown files any agent can run. Includes a read-only MCP server.
AI 模型与智能体
Open-source catalog of go-to-market tools and workflows, written as markdown files any agent can run. Includes a read-only MCP server.
AI 模型与智能体
ghost-mcp by MFYDev · ★236
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blo
AI 模型与智能体
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blo
AI 模型与智能体
research-toolkit by rrrrrredy · ★230
Research methods, workflow tools, and independent review for AI agents, packaged as a Skill, plugin, and local MCP server.
AI 模型与智能体
Research methods, workflow tools, and independent review for AI agents, packaged as a Skill, plugin, and local MCP server.
AI 模型与智能体
metorial-platform by metorial · ★220
The engine powering hundreds of thousands of MCP connections 🤖 🔥
AI 模型与智能体
The engine powering hundreds of thousands of MCP connections 🤖 🔥
AI 模型与智能体
mcd-saver-strategist by hujjun · ★216
麦当劳省钱点餐助手（麦门精算师）｜麦当劳优惠券组合优化 Skill：拉取麦当劳菜单与全部可用优惠券，算出最省的点餐组合，巨无霸套餐 ¥47 → ¥21.9（省 53%）。McDonalds MCP（麦当劳 MCP）coupon optimizer · McDonalds Chin
AI 模型与智能体
麦当劳省钱点餐助手（麦门精算师）｜麦当劳优惠券组合优化 Skill：拉取麦当劳菜单与全部可用优惠券，算出最省的点餐组合，巨无霸套餐 ¥47 → ¥21.9（省 53%）。McDonalds MCP（麦当劳 MCP）coupon optimizer · McDonalds Chin
AI 模型与智能体
agentor by CelestoAI · ★214
Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
AI 模型与智能体
Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
AI 模型与智能体
chiasmus by yogthos · ★214
Chiasmus is an MCP server that gives language models access to formal verification
AI 模型与智能体
Chiasmus is an MCP server that gives language models access to formal verification
AI 模型与智能体
Remote-MCP by ssut · ★207
A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.
AI 模型与智能体
A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.
AI 模型与智能体
mcp-rb by funwarioisii · ★204
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
AI 模型与智能体
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
AI 模型与智能体
mcp-bsl-platform-context by alkoleft · ★199
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Предприятие)
AI 模型与智能体
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Предприятие)
AI 模型与智能体
rust-mcp-sdk by rust-mcp-stack · ★198
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
AI 模型与智能体
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
AI 模型与智能体
ig-mcp by jlbadano · ★197
A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts.
AI 模型与智能体
A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts.
AI 模型与智能体
mcp-proxy-server by ptbsare · ★196
This server acts as a central hub for Model Context Protocol (MCP) resource servers.
AI 模型与智能体
This server acts as a central hub for Model Context Protocol (MCP) resource servers.
AI 模型与智能体
argo by taxueseek · ★192
专门为 agent 打造的开源 agent 搜索工具，具备 200+的搜索源及多语言搜索能力，覆盖中文/英文/学术/代码/购物/金融/新闻/百科。
AI 模型与智能体
专门为 agent 打造的开源 agent 搜索工具，具备 200+的搜索源及多语言搜索能力，覆盖中文/英文/学术/代码/购物/金融/新闻/百科。
AI 模型与智能体
gtm-mcp-server by paolobietolini · ★175
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.
AI 模型与智能体
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.
AI 模型与智能体
godot-mcp by satelliteoflove · ★174
Give your AI assistant eyes and hands in the Godot editor: scene editing, input injection, deterministic playtesting, and live game state fo
AI 模型与智能体
Give your AI assistant eyes and hands in the Godot editor: scene editing, input injection, deterministic playtesting, and live game state fo
AI 模型与智能体
mcp-1panel by 1Panel-dev · ★168
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.
AI 模型与智能体
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.
AI 模型与智能体
zotero-mcp by kujenga · ★162
Lightweight Model Context Protocol (MCP) server for the Zotero API, in Python
AI 模型与智能体
Lightweight Model Context Protocol (MCP) server for the Zotero API, in Python
AI 模型与智能体
esp-mcp by horw · ★158
Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.
AI 模型与智能体
Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.
AI 模型与智能体
mcp-outline by Vortiago · ★156
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
AI 模型与智能体
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
AI 模型与智能体
python-mcp-server-client by GobinFan · ★153
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
AI 模型与智能体
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
AI 模型与智能体
Matryoshka by yogthos · ★150
MCP server for token-efficient large document analysis via the use of REPL state
AI 模型与智能体
MCP server for token-efficient large document analysis via the use of REPL state
AI 模型与智能体
IB_MCP by rcontesti · ★141
This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).
AI 模型与智能体
This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).
AI 模型与智能体
MCP-X by TimeCyber · ★141
这是一个MCP客户端，让你轻松配置各个大模型，对接各种MCP Server而开发。This is an MCP client that allows you to easily configure various large models and develop interfac
AI 模型与智能体
这是一个MCP客户端，让你轻松配置各个大模型，对接各种MCP Server而开发。This is an MCP client that allows you to easily configure various large models and develop interfac
AI 模型与智能体
Delphi-MCP-Server by GDKsoftware · ★140
Native Delphi Server implementation of the Model Context Protocol (MCP)
AI 模型与智能体
Native Delphi Server implementation of the Model Context Protocol (MCP)
AI 模型与智能体
fhir-mcp-server by wso2 · ★137
FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.
AI 模型与智能体
FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.
AI 模型与智能体
MediaWiki-MCP-Server by ProfessionalWiki · ★135
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
AI 模型与智能体
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
AI 模型与智能体
sysplant by x42en · ★135
Your Windows syscall hooking factory - feat Canterlot's Gate - All accessible over MCP
AI 模型与智能体
Your Windows syscall hooking factory - feat Canterlot's Gate - All accessible over MCP
AI 模型与智能体
mcp-streamable-http by invariantlabs-ai · ★132
Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.
AI 模型与智能体
Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.
AI 模型与智能体
常见问题
这个榜单如何排序？
依据 GitHub 星标数和近期活跃度，数据来自 2026年10月15日 更新的公开仓库信息。
如何安装？
大多数服务器只需在客户端的 MCP 配置文件中添加一条 npx、uvx 或 Docker 命令。我们的 Claude Desktop、Cursor 和 VS Code 指南会一步步说明。
如何在 Claude Desktop 中安装 MCP 服务器（分步教程）
如何在 Cursor 中安装 MCP 服务器（mcp.json 指南）