发现优秀的 MCP 服务器

Remote MCP Server on Cloudflare

A server that enables Model Context Protocol (MCP) functionality on Cloudflare Workers with OAuth login, allowing applications like Claude Desktop to access custom tools through a standardized interface.

obsidian-kb

Git-backed MCP server for creating and maintaining an Obsidian-style markdown knowledge base with full CRUD, search, and git sync.

Epoch

Time estimation MCP server for AI agents. It provides PERT, COCOMO II, Monte Carlo simulation, sprint forecasting, token-to-time and cost mapping, and schedule-risk tools.

ine-chile-mcp

MCP server exposing Chilean INE (Instituto Nacional de Estadísticas) public APIs as LLM tools. 11 tools for economic indicators, labor market data (ENE/ESI), automatic CAENES/CIUO-08 classification, and open datasets. No API key required.

kingsplaybook-mcp

Provides AI agents with direct access to KingsPlaybook's sports data including confirmed lineups, player projections, game lines, and pick history via native MCP tools.

Pentest MCP Server

Enables AI agents to perform autonomous penetration testing on any Linux distribution via SSH with persistent tmux sessions, supporting interactive tools like Metasploit, reverse shells, and complex multi-step security workflows.

cognigy-ai-mcp-management-server

MCP server for Cognigy.AI - 132 tools that let Claude, Cursor & other AI assistants build, configure, test & operate conversational AI agents via the Model Context Protocol.

@vorionsys/mcp-server

MCP server for AI-agent governance using trust scoring, behavioral signals, and pre-flight action checks.

Azure DevOps Multi-Organization MCP Server

Enables interaction with multiple Azure DevOps organizations simultaneously, providing access to pipelines, builds, repositories, and pull requests across different organizations without switching contexts or restarting the server.

PayHere Documentation MCP Server

Provides AI-ready documentation for the PayHere payment gateway, enabling access to API references, SDK guides, and documentation search through MCP tools.

trac-mcp-server

Enables AI agents to manage Trac projects with full CRUD operations on tickets, wiki pages, and milestones via the Model Context Protocol.

mcp-local-gateway

Minimal MCP server exposing a single tool, run_date, to execute the local date command via a Streamable HTTP endpoint.

BMAD MCP Server

A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copilot, enabling AI-assisted development workflows through specialized agent tools and prompts.

mcp-youtube

High-efficiency YouTube MCP server: Get token-optimized, structured data for your LLMs using the YouTube Data API v3.

mcp-server-creem

MCP server for Creem.io providing tools to manage subscriptions, products, payments, license keys, and more through the Creem API.

wiz-light-mcp

MCP server for controlling WiZ smart lights locally via UDP: discover bulbs, power control, color, temperature, and scenes.

Discogs MCP Server

Enables AI assistants to securely connect to a user's personal Discogs music collection for mood-aware searching, analytics, and context-aware recommendations via Cloudflare Workers.

whitelabel-fleet-mcp

Exposes file, shell, git, and memory tools from a host Mac to remote Claude clients (e.g., iPhone) via HTTPS and Tailscale, enabling full coding capabilities on the go.

graph-mcp

Exposes a Neo4j knowledge-graph index over personal markdown notes to LLM agents via MCP, enabling semantic search, tag navigation, and relationship discovery.

openhonest-umbra

Audits a module against its test suite and reports the cases the tests are structurally unable to see, then proves each gap with a real failing test rather than a warning. Covers Python, TypeScript, JavaScript, Java, Rust and Go.

memtrace

Memtrace is a persistent memory layer for coding agents, built as a bi‑temporal structural knowledge graph over your codebase (AST‑driven symbols and relationships, plus temporal evolution and cross‑service API topology)

Document Conversion Assistant

Enables conversion between multiple document formats including Markdown, HTML, TXT, PDF, and DOCX with automatic format detection. Supports high-fidelity document transformation while preserving content integrity.

sql-sop-mcp

MCP server that integrates sql-sop SQL linter into LLM clients, enabling linting SQL queries and listing lint rules via chat tools.

AstroMesh Compass MCP

Enables users to access five astrology tools via JSON-RPC, including natal chart, sun sign, market pulse, weather, and combined celestial conditions, integrating Free Astrology API, CoinGecko, and Open-Meteo.

Unsplash API MCP Server

An API that exposes Unsplash image search, listing, and random photo capabilities as MCP tools, enabling AI models like Claude to directly interact with Unsplash's services.

Pubtator MCP Server

Provides an async Python server for interacting with the PubTator3 API, exposing multiple biomedical text-mining tools compatible with the MCP agent protocol.

OpenRouter MCP Server

An intelligent, agentic MCP server gateway to OpenRouter's 200+ AI models. It provides budget controls, security features, semantic memory, and code search capabilities.

Supply Chain Disruption Monitor

MCP server that exposes tools for monitoring supply chain disruptions, including vessel positions, port weather, congestion, and news. Includes an AI agent that synthesizes these sources to assess route risks.

aura-mnemos

A persistent-memory MCP server for AI agents with an honest health endpoint that survives its store dying.

mcp-playwright-scraper

An MCP server that scrapes content from web pages, including JavaScript-heavy sites, and converts it into high-quality Markdown. It leverages Playwright for headless browser automation and Pypandoc for clean content conversion.