发现优秀的 MCP 服务器

mcp-server-tronlink

Enables AI agents to interact with the TRON blockchain through browser automation (Playwright) or direct API calls, supporting transfers, staking, swaps, and multi-signature management.

Multi-Agent RAG MCP Server

A legal-tech focused system that coordinates specialized agents for document classification, deadline extraction from Spanish legal texts, and strategic business intelligence. It integrates with Claude via MCP to provide semantic document search and automated deadline tracking using a Supabase vector database.

air-quality-mcp

Provides real-time air quality data (US AQI, PM2.5, PM10, ozone, NO2, SO2, CO) for any city via natural language, using free Open-Meteo data and a single tool.

MCP Hub

MCP Hub aggregates and proxies multiple Model Context Protocol servers into a unified Streamable HTTP interface. It allows users to combine diverse stdio, SSE, and HTTP-based servers while providing tool namespacing, health monitoring, and secure authentication.

@cyanheads/openfda-mcp-server

Query FDA data on drugs, food, devices, and recalls via openFDA. Provides 12 tools for searching adverse events, drug labels, recalls, and more.

OfficeReader-MCP

Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown format with intelligent image extraction and optimization, preserving document structure and metadata.

MCP PDF Reader

A Model Context Protocol server that enables the extraction of text, metadata, and embedded images from PDF files. It provides tools for searching text with context, reading specific pages, and counting total pages within a document.

PythonMCP-UEFN

Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor manipulation, device property editing, Verse building, and more through a Python bridge.

TradeMCP

An MCP server that makes trade documents machine readable using Docling for local, deterministic document extraction and search, with no AI required.

MCP MySQL Server

Enables interaction with MySQL databases through MCP, supporting query execution, table operations (insert, update, delete), and schema inspection for natural language database management.

Corent MCP Server

Enables AI agents to generate images and videos via the Corent API with automatic model routing, provider fallback, and tools for planning, creation, and balance management.

Nico Apple MCP

Enables AI assistants to interact with local Apple Calendar, Notes, and Contacts on macOS. Provides tools for creating, reading, updating, and deleting events, notes, and contacts through natural language.

vibecheck

Agent-native "safe to ship?" security gate for AI-generated code. Uses real parsers and inter-rocedural taint analysis (JS/TS, Python, Go) to flag the classes AI coding agents get wrong — secrets, SQL injection, SS, SSRF, path traversal, command injection, weak JWT/CORS — and ranks findings by confidence. Exposes a scan tool over MCP.

subscription-tracker-mcp

An intelligent MCP server that integrates Gmail and MySQL to track subscriptions, detect gaps, and send proactive renewal alerts (3 days in advance) to reduce costs.

Claude Critical Rules MCP Server

Enforces 21 critical rules derived from 96+ documented failure patterns to prevent common AI assistant mistakes. Provides automatic compliance checklists, rule summaries, and auto-updates.

Agent HTTP

Provides an HTTP API for Claude Code using a native MCP channel to enable stable message exchange without terminal screen-scraping. It allows users to programmatically send messages, retrieve conversation history, and stream real-time events via standard web protocols.

Panaya MCP Server

Exposes Panaya REST APIs as MCP tools for managing entities like projects, requirements, tests, defects, releases, cycles, and business processes. Enables Claude or any MCP client to perform CRUD operations on Panaya data via natural language.

patchmon-mcp-server

MCP server that connects to PatchMon via its Integration API to query host inventory, patch status, and system details, and optionally delete hosts.

yinxiang-mcp

MCP server for Yinxiang (Evernote China) that enables notebook listing, note search, creation, and retrieval with automatic Markdown to ENML conversion.

aws-calculator-assistant

Build shareable AWS Pricing Calculator estimates programmatically via MCP tools, designed for creating MAP funding estimates from customer infrastructure descriptions.

BulkRender-MCP

MCP server for BulkRender — generate bulk DOCX and PDF documents from Claude, Cursor, Windsurf, and any MCP-compatible AI assistant

MCP Windows Desktop Automation

一个模型上下文协议服务器，它封装了 AutoIt 的功能，使 LLM 能够自动化 Windows 桌面任务，包括鼠标/键盘操作、窗口管理和 UI 控件交互。

Elegant MCP Server

MCP server for the Elegant 1.0 design system that provides 12 tools for AI-assisted UI generation. It outputs single HTML files with CSS, JS, and assets served from CDN, requiring a GitHub token to fetch component documentation.

claude-annotate

Enables visual annotation on web pages for Claude Code, allowing element selection, comment addition, screenshot capture, and structured UI feedback for code fixes via an MCP server.

MCP Authentik

MCP server for Authentik identity management, enabling natural language management of users, groups, applications, flows, policies, providers, and more.

freshservice-mcp

An MCP server that enables AI assistants to interact with Freshservice service desk, supporting ticket search, retrieval, and creation via a configurable, Docker-first deployment.

ableton-mcp

An MCP server that enables Claude to control Ableton Live in real-time via the AbletonOSC bridge. It allows users to manage playback, create tracks, write MIDI, and adjust mixer or device parameters using natural language commands.

graphify

Persistent memory MCP server for Claude Code that stores decisions and summaries locally, enabling Claude to recall past context across chats.

MeatSpace

Enables AI agents to request human decisions for subjective or high-stakes choices through MCP tools like ask_human and provision_api_key.

OriginLab-MCP

Enables controlling OriginLab Origin through MCP to read and write worksheets, build and style multi-panel graphs, and export figures, reporting what Origin actually did rather than what it was asked to do. Works from macOS or Linux against Origin running in a Windows VM.