发现优秀的 MCP 服务器

Circle MCP Server

Enables AI assistants to interact with Circle.so communities through Google OAuth 2.0, providing 20+ tools for comprehensive community management.

Flagsmith

MCP server for Flagsmith's Core and SDK APIs, enabling management of feature flags and configurations.

RePythonNET-MCP

Enables static analysis and patching of .NET binaries through decompilation, IL analysis, renaming, and IL patching over the Model Context Protocol.

LinkedIn MCP

MCP server for programmable LinkedIn automation via Playwright, offering 20 tools for profile management, messaging, feed interaction, and job searching through real browser automation.

paladin-swap-mcp

Multi-aggregator swap router for AI agents on Base. MCP-native, best-of-N across 0x and Velora, current flat 10 bps fee.

io.github.henilcalagiya/mcp-apple-notes

Provides full CRUD operations for Apple Notes and folders via MCP, enabling automation of notes with HTML content, folder management, and search through native AppleScript integration.

openai-responses-mcp

Lightweight MCP server using OpenAI Responses API with built-in web search, enabling AI assistants to answer questions with citations and search results.

Nexla MCP Document Q&A Server

Enables querying PDF documents using natural language with grounded answers and source citations via a local RAG pipeline.

data-michigan

Enables AI agents to search and query the Michigan Open Data catalog, running Socrata SoQL queries against datasets by resource ID, and retrieving dataset metadata.

nano-banana-mcp

MCP server that exposes Google's Gemini 2.5 Flash Image (Nano Banana) to Claude, enabling image generation, editing, and composition through natural language.

Korea Tourism API MCP Server

使人工智能助手能够通过韩国旅游发展局官方API访问韩国旅游信息，从而提供对景点、活动、美食和住宿的全面搜索，并提供多语言支持。

Fullrun — Google Ads for AI Agents

Fullrun is an AI agent that manages Google Ads for you. It monitors your campaigns around the clock, diagnoses problems, adjusts bids, adds missing ad extensions, pauses wasteful keywords, and creates new campaigns all autonomously.

File System MCP Server

Automates file system operations through natural language commands using a combination of LLM (Ollama), MCP tools, and a Python bridge agent.

PolyDesk

Enables automated research and trading on Polymarket prediction markets through a Notion dashboard, with AI-powered analysis and human-in-the-loop trade approval.

CAPTCHA-MCP

Enables AI assistants to control a real Chrome browser with trusted mouse input to solve interactive CAPTCHAs like sliders, using a Chrome extension and OS-level mouse automation.

Normativa Colombia MCP

Consulta normativa y jurisprudencia colombiana desde Claude, conectando con el Gestor Normativo y la Relatoría de la Corte Constitucional.

aicard

Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant model and system cards via MCP.

MCP Firecrawl

A production-ready Model Context Protocol (MCP) server that integrates with the Firecrawl API to give AI assistants the power to scrape, crawl, and search the web.

MCP Database Assistant

Connects a local LLM (Ollama) to a SQLite database via the Model Context Protocol, enabling natural language queries and controlled read/write database operations through MCP tools.

Mcp Demos

《从原理到实战：掌握 MCP》系列文章的示例代码库 (This translates to: "Example code repository for the series of articles 'From Principle to Practice: Mastering MCP'")

Hevy MCP

An MCP server that connects AI clients to the Hevy workout tracking app, allowing users to manage routines and exercises. It enables reading workout history and logging new fitness sessions through simple natural language commands.

edge_browser

Local MCP server for Codex that provides on-demand, read-only access to Edge tabs and bookmarks, plus controlled interaction with agent-owned tabs. Requires manual activation via the browser extension and enforces a fail-closed security model.

CMO Copilot

An AI copilot for marketing budgets that uses a 6-agent society with learned memory to manage ad accounts, built as a Model Context Protocol server for Qwen Cloud.

simmy_mcp_langgraph_agent

MCP server offering web scraping, news headlines, weather, and daily quote tools, integrated with a LangGraph agent and Chainlit chat UI.

@accesslint/mcp

An MCP server for WCAG accessibility auditing in AI coding agents, providing tools to audit HTML, files, URLs, and diffs, plus a prompt for React component auditing.

mcp-frappe

Frappe 的 MCP 服务器