发现优秀的 MCP 服务器

Yari Medic MCP Server

MCP server exposing 147 medical tools for patient management, appointments, pharmacy, lab, billing, CRM, emergencies, and AI-powered triage via SSE, integrating with the Yari Medic Django backend.

SceneF — San Francisco Movie Showtimes

Every movie showtime in San Francisco — repertory houses, single-screen neighborhood theaters, 35mm/70mm prints, and the chains — verified against each theater's own box office, with a published accuracy record. Nine read-only tools; hosted endpoint at https://scenef.com/mcp (no key), with a bundled mcp-remote bridge for stdio clients.

emms-mcp

Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hierarchical memory (working→short-term→long-term→semantic), Ebbinghaus forgetting curves, dream consolidation, hybrid retrieval (BM25+RRF), goal tracking, emotional recall, knowledge graphs, and a 26-job consciousness daemon. Works with Claude Code, Cursor, and any MCP client.

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.

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.

Vercel MCP Memory

Enables semantic memory storage and retrieval with natural language queries, deployed on Vercel with PostgreSQL pgvector and OpenAI embeddings.

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.

Nexla MCP Document Q&A Server

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

Claude Notification Server

一个模型上下文协议 (MCP) 服务器，为 macOS 上的 Claude Desktop 提供通知。当 Claude 完成任务时，它会播放可配置的系统声音，从而增强用户体验，无需持续的视觉监控。

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.

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。

RePythonNET-MCP

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

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.

eBay Analytics MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for eBay Analytics (beta): https://www.cdata.com/download/download.aspx?sku=JJZK-V&type=beta

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'")

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.

pref_sp_guarulhos_cnd

Provides read-only access to query negative debt certificates (Certidão Negativa de Débitos) from the Municipality of Guarulhos (São Paulo, Brazil) via a hosted MCP server with prepaid credits.

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.

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.

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.

Normativa Colombia MCP

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

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.

AgentAudit

Security scanner for AI agent packages that enables AI agents to audit MCP servers and packages for vulnerabilities, prompt injection, and supply chain attacks.