发现优秀的 MCP 服务器

moderngl-docs-mcp

Enables hybrid keyword and semantic search over ModernGL documentation using FTS5 and vector embeddings, with a single search_docs tool.

MCQuest MCP

A read-only MCP server that gives AI coding agents structured access to a project's source code, architecture, documentation, and Git context through 16 tools for searching, reading, and comparing evidence without modifying files.

Google Sheets MCP Server

Enables AI agents to seamlessly interact with Google Sheets through secure OAuth 2.0 authentication. Supports reading, searching, updating spreadsheet data, and managing sheets with smart text replacement and batch operations.

Mcp Servers

MCP 服务器 (MCP fúwùqì)

mcp-zuul

An MCP server for Zuul CI. Debug build failures by asking questions, not clicking through web UIs. Read-only access to any Zuul instance — builds, logs, pipelines, jobs, and live status. Works with Claude Code, Claude Desktop, Cursor, and any MCP-compatible client.

WordPress MCP Proxy

Enables interaction with multiple WordPress sites through a proxy that connects to the MCP Expose Abilities plugin. Allows discovering and executing WordPress abilities across configured sites with secure authentication.

mcp-agent-forge

mcp-agent-forge

i18n-mcp

MCP server for managing i18n JSON translation files. Provides Claude with structured read/write access to translation files for adding keys, checking coverage, and finding duplicates.

yuque-mcp-plus

An enhanced MCP server for the Yuque knowledge base that provides advanced document management, directory tree navigation, and structural adjustment capabilities. It enables AI assistants to manage complex content hierarchies, move nodes, and execute general OpenAPI requests within the Yuque platform.

notion-private-api-mcp

Unofficial Notion MCP server built on Notion's private API (token_v2 cookie). Gives LLM agents full read/write access to the entire workspace — no integration token and no per-page sharing.

Hubitat MCP Server

Enables Claude to control Hubitat smart home hub devices, modes, HSM, and variables via MCP tools, with remote access via ngrok and device aliasing.

MCP Test Server

A Python MCP server with 65 deterministic tools across 8 groups, supporting stdio, HTTP, and REST API transports for consistent MCP protocol testing.

mcp-genoffice

An MCP server for byte-preserving, surgical editing of Office documents (docx, pptx) via the GenOffice engine, enabling extraction, patching, creation, deletion, watermarking, and app/CDP-driven operations without breaking layout.

oVirt MCP Server

Enables management of oVirt / Red Hat Virtualization environments via AI assistants, supporting VM lifecycle, power operations, snapshots, and infrastructure queries.

tmdb-mcp

MCP server for The Movie Database (TMDB): search and look up movies, TV shows and people, and read IMDb/Rotten Tomatoes/Metacritic ratings (via OMDb) in the same call.

ElevenLabs MCP Server

Official MCP server that enables interaction with ElevenLabs Text to Speech and audio processing APIs. It allows generating speech, cloning voices, transcribing audio, and creating sound effects through natural language.

safe-mcp-bridge-v2

A fail-closed policy boundary that translates local stdio MCP clients to authenticated Streamable HTTP servers, enforcing allowlists or read-only modes and redacting credentials from audit trails.

calibre-mcp

Enables searching, reading, and managing a Calibre ebook library through natural language, with features like metadata search, full-text search, content extraction, and library management.

MongoDB MCP Server

A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. It enables AI assistants to query, manage, and operate on MongoDB data and Atlas resources through natural language.

Playwright MCP

Provides browser automation via Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing vision models.

WebSearchAndCrawl

Enables authenticated web crawling via Firefox session tokens, regex-based content search, document parsing/downloading, and real-time streaming of results for MCP clients.

playwright-slim

Token-optimized Playwright MCP server that reduces context window usage by 73.8% by grouping 22 tools into 6 semantic operations, enabling AI assistants to control browsers with minimal token overhead.

mcp-data-mesa

Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's open data portal (Socrata) using natural language or direct SoQL queries.

facebook-mcp

Enables analytics and management of Facebook Pages through the Meta Graph API, including posts, insights, audience, and publishing.

sg-mobility-mcp

A grounded Singapore travel-planning brain for your AI personal assistant.

Agent Skills MCP

Enables discovery and installation of agent skills from curated GitHub repositories, allowing users to search large collections and inspect skill contents directly. It supports downloading skills locally and provides grounded scaffolds for creating new skills based on existing patterns.

Dev Team MCP

Autonomous AI software development pipeline that transforms tickets into production-ready code through planning, coding, testing, reviewing, and delivery stages.

mcp-el-salvador-dte

Provides tools for El Salvador electronic invoicing (DTE), including IVA calculation, document-type catalog, and DUI/NIT validation.

Weather MCP Server

A Model Context Protocol (MCP) server that provides real-time US weather alerts and forecasts by integrating with the National Weather Service API. It connects directly to Claude Desktop, enabling Claude to fetch live weather data through natural language requests.

sinum-mcp

MCP server for Sinum smarthome system, enabling device and scene management, and light toggling via natural language.