60 个#ai MCP 服务器和客户端

🔎 GPT Researcher

assafelovic

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

Serena

oraios

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

Framelink Figma MCP Server

GLips

MCP server to provide Figma layout information to AI coding agents like Cursor

Unity MCP ✨

justinpbarnett

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.

FastAPI-MCP

tadata-org

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

Mcp Agent

lastmile-ai

Build effective agents using Model Context Protocol and simple workflow patterns

GitMCP

idosal

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

Lamda

firerpa

Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.

BrowserTools MCP

AgentDeskAI

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

Desktop Commander MCP

wonderwhy-er

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

Production-ready MCP integrations for AI applications

Klavis-AI

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

Website

FunnyWolf

Adversary simulation and Red teaming platform with AI

ACI: Open-Source Infra to Power Unified MCP Servers

aipotheosis-labs

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.

Godot MCP

Coding-Solo

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

MCP Gateway

IBM

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.

Excel MCP Server

haris-musa

A Model Context Protocol server for Excel file manipulation

OpenSumi

opensumi

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

Model Context Protocol(MCP) 编程极速入门

liaokongVFX

Model Context Protocol(MCP) 编程极速入门

Unity MCP (Server + Plugin)

IvanMurzak

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 fr

Browserbase MCP Server

browserbase

Allow LLMs to control a browser with Browserbase and Stagehand

Dbhub

bytebase

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

ArXiv MCP Server

blazickjp

A Model Context Protocol server for searching and analyzing arXiv papers

Shadcn UI MCP Server

Jpisnice

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native

Google Workspace MCP Server

taylorwilsdon

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

Markdownify MCP Server

zcaceres

A Model Context Protocol server for converting almost anything to Markdown

JADX-AI-MCP (Part of Zin MCP Suite)

zinja-coder

Plugin for JADX to integrate MCP server

MCP Router

mcp-router

A Unified MCP Server Management App (MCP Manager).

ToolHive - making MCP servers easy and secure

stacklok

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

ToolHive - making MCP servers easy and secure

StacklokLabs

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

MCP Unity Editor (Game Engine)

CoderGamester

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

Zenfeed

glidea

Make RSS 📰 great again with AI 🧠✨!!

MCP Language Server

isaacphi

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

RuleGo

rulego

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

npcpy

NPC-Worldwide

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

npcpy

cagostino

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

🪐✨ Jupyter MCP Server

datalayer

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

RedNote MCP

iFurySt

🚀MCP server for accessing RedNote(XiaoHongShu, xhs).

Fetcher MCP

jae-jae

MCP server for fetch web page content using Playwright headless browser.

SearXNG MCP Server

ihor-sokoliuk

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

Agentic Radar

splx-ai

A security scanner for your LLM agentic workflows

MCP-Bridge

SecretiveShell

A middleware to provide an openAI compatible endpoint that can call MCP tools

Kubectl MCP Tool

rohitg00

Published in CNCF Landscape: A MCP server for Kubernetes.

Golf

golf-mcp

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

MCP Client for Ollama (ollmcp)

jonigl

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved pre

Idea Reality Mcp

mnemox-ai

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

JADX-MCP-SERVER (Part of Zin's Reverse Engineering MCP Suite)

zinja-coder

MCP server for JADX-AI Plugin

Google Ads MCP

cohnen

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all th

MetaTrader MCP Server

ariadng

Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform

Google Search Tool

web-agent-master

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

Baidu AI Search

baidubce

appbuilder-sdk, 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用

apktool-mcp-server (Part of Zin's Reverse Engineering MCP Suite)

zinja-coder

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

iterm-mcp

ferrislucas

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

Earn With AI

garymengcom

A list of open-source AI projects you can use to generate income easily.

Earn With AI

garylab

A list of open-source AI projects you can use to generate income easily.

BioMCP: Biomedical Model Context Protocol

genomoncology

BioMCP: Biomedical Model Context Protocol

MCP Hub

ravitemer

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

MotherDuck's DuckDB MCP Server

motherduckdb

Local MCP server for DuckDB and MotherDuck

Prometheus MCP Server

pab1it0

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

ATLAS: Task Management System

cyanheads

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

🎬 After Effects MCP Server

Dakkshin

MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.