发现优秀的 MCP 服务器

pmcp

🚀 用于 Prometheus 的 MCP 服务器。

Docfork

A Model Context Protocol (MCP) server that provides daily-refreshed documentation for 9000+ libraries directly in AI code editors, helping developers avoid outdated references and hallucinations.

ScenarioSim MCP

A deterministic what-if scenario simulation MCP server that projects business metrics over time with exact decimal arithmetic, offering sensitivity analysis and break-even solving.

FreeAgent MCP Server

MCP server for the FreeAgent accounting API, enabling LLMs to securely access and manage accounting data including contacts, invoices, bills, bank transactions, and more.

modelport

Turns any ML model into an MCP tool with auto-inferred schemas, input/output validation, and structured error handling.

AI Bridge MCP

Enables multi-agent coordination for Claude Code and Claude.ai through file-based JSON communication, eliminating the human bottleneck of message relaying.

CryptoConduit-MCP

An MCP server that gives AI agents direct access to Polymarket Crypto prediction markets, enriched with live spot prices. Discover markets, analyze order books, paper trade strategies, track activity, and execute live trades — all through natural language.

Waybackurls MCP

A bridge that connects Waybackurls with the Model Context Protocol ecosystem, enabling AI assistants to fetch historical URLs from the Wayback Machine to discover forgotten endpoints and potentially vulnerable URLs.

osm-mcp-server

Provides location-based services and geospatial data from OpenStreetMap, enabling geocoding, route directions, nearby place search, and neighborhood analysis through natural language.

youmind-mcp

Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft content by ID.

Banned from Equestria MCP Server

Read-only MCP server exposing game rules, official links, and FAQ for the Banned from Equestria fan archive.

mcp-itunes-search

Enables searching the Apple iTunes catalog by keyword across music, movies, podcasts, TV shows, apps, ebooks, and more, with support for exact-ID lookup and top charts for podcasts and ebooks.

MCP QA Lab

Evidence-driven quality testing for Model Context Protocol servers. It connects as a real client, captures the complete model-facing contract, identifies agent-usability risks, measures context cost, and executes only explicitly approved target calls.

GachaMCP

A Python MCP server that helps AI interact with Gacha games through screenshot capture and click automation, enabling game analysis and automated actions.

wan-mcp

MCP server for the Wan model line enabling AI-driven animation, video editing, and image/video generation tasks via RunAPI with status polling and pricing.

MCP Weather & Accruals Server

Provides weather data via OpenWeatherMap API, file operations, and integration with remote PostgreSQL database for managing accrual records through a FastAPI backend, all accessible through natural language via Deepseek.

threejs-mcp

Enables AI assistants to generate and modify Three.js 3D scenes by providing a wide range of tools for scene setup, cameras, geometry, materials, lighting, controls, loaders, animation, interaction, helpers, post-processing, environment, UI, physics, and XR.

telegram-notes-mcp

A local MCP server that enables full-text and semantic search over your own Telegram chats using your personal MTProto login, with everything running locally.

MetaMask Embedded Wallets MCP

Teaches AI coding agents how to reason correctly about MetaMask Embedded Wallets / Web3Auth architecture, SDK choice, key derivation, auth flows, and common integration pitfalls.

SqlDb-MCP-Server

Enables AI assistants to query SQL Server databases and retrieve schema information securely through the Model Context Protocol.

mcp-data-kcmo

MCP server for accessing Kansas City, MO open data through the Socrata SODA API. Enables querying and retrieving public datasets from data.kcmo.org.

HubSpot MCP Server

Enables AI assistants to interact with HubSpot CRM data, providing tools for managing contacts and companies, retrieving activity and conversations, and performing semantic search with vector storage and caching for improved performance.

LNM Brain MCP Server

A self-hosted MCP server that captures, compresses, and indexes AI conversations, enabling persistent cross-session memory for AI assistants via hybrid retrieval.

XTRF Home Portal API Server

Enables interaction with XTRF translation management system through their Home Portal API. Provides access to XTRF's project management, translation workflow, and client portal functionalities via natural language interface.

tarefas-mcp

An MCP server that provides tools to create and list tasks by calling a REST API.

MCP-GET

A unified Model Context Protocol server that provides a consistent interface for AI assistants to interact with productivity tools like Linear, GitHub, Slack, and Notion. It enables users to search, retrieve, and manage tasks and data across multiple workplace services from a single endpoint.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

SkyFi MCP Server

Enables AI agents to search, compare pricing, and order satellite imagery from 150+ satellites across 12+ providers via natural language.

Multi-Database MCP Server

Enables simultaneous querying and schema exploration across multiple database types, including PostgreSQL, MySQL, SQL Server, and SQLite. It supports parallel query execution and detailed inspection of tables and schemas across different database instances.