发现优秀的 MCP 服务器

gitlab-duo-mcp-bridge

Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get structured Duo reviews via duo_review.

DepHealth MCP

Dependency security & health auditing for AI agents with no account or API key required.

Groundcheck

Verifies factual claims against live sources and returns a verdict, confidence score, and citations for any agent to use before stating uncertain facts.

ModelScope MCP Server

Enables AI agents and chatbots to access ModelScope's ecosystem of AI resources, including image generation, resource discovery, and more through conversational interactions.

Milvus MCP Server

Enables large language models to interact with Milvus vector databases through natural language, supporting semantic search with built-in OpenAI-compatible embedding services and comprehensive collection management.

brain-mcp

Provides intelligent conversation memory storage using DuckDB, with support for multiple storage backends and automatic memory consolidation.

ops-mcp

Enables unified management of maintenance windows and incidents across Atlassian Statuspage and Uptime Kuma. It allows AI assistants to schedule maintenance, update service statuses, and list monitors through a single MCP-compatible interface.

goodmorning-mcp

Exposes models available on the gm inference gateway as callable tools, enabling coding agents to query models and list available ones via natural language.

Spinitron API MCP Server

Enables interaction with Spinitron's radio playlist management and broadcasting data through a Multi-Agent Conversation Protocol interface, allowing users to query and manage radio station playlists, spins, and other broadcasting data via natural language.

mcp-labrat

An MCP server that enables interaction with CalDAV calendars to manage events and check availability through natural language or voice commands. It provides specific tools for listing, searching, and creating calendar entries using an OpenAI-compatible interface.

sfluv-mcp

MCP server for SFLUV that exposes workflows, votes, and wallet data to AI agents with per-user OAuth authorization.

hello-mcp

A simple MCP server that provides a greeting tool using FastMCP, with support for both local and containerized deployment.

myinvois-mcp

Enables issuing and managing validated Malaysian e-invoices via MyInvois (LHDN) directly from MCP clients, with tools for TIN validation, invoice drafting, submission, and document management.

ravendb-mcp

A Model Context Protocol server that enables AI assistants to interact with RavenDB databases through a standardized interface, supporting document operations, collection exploration, and RQL queries.

demo-mcp-server

A modular Python MCP server providing tools for text echoing, system information, time queries, arithmetic, file reading, and more, designed for seamless integration with Cline and other MCP clients.

MCP Manuels

Enables Claude Desktop to read and search through PDF technical manuals, answering questions in natural language with citations.

Ollama-MCP Bridge WebUI

一个将本地 Ollama LLM 连接到模型上下文协议 (MCP) 服务器的 Web 界面。它使开源模型能够使用类似于商业 AI 助手的 文件操作、网络搜索和推理工具——所有这些都在您自己的硬件上私下运行。

PostgreSQL MCP Server

使 AI 代理能够通过模型上下文协议与 PostgreSQL 数据库交互，从而提供数据库模式探索、表结构检查和 SQL 查询执行能力。

mcp-fcc-ecfs

MCP server for searching and retrieving FCC ECFS filings, dockets, and proceedings via the public API.

jinaju

A drop-in MCP server compatible with Jina AI, using a stealth Chromium browser with CapSolver captcha solving for web scraping and reading, with fallback to Jina's MCP proxy.

Raspberry Pi MCP Audio Control System

Enables remote control of audio playback and system volume on a Raspberry Pi via the Model Context Protocol (MCP).

desktop-touch-mcp

Allows AI clients to see and control Windows 10/11 desktops via MCP, with screenshots, UI Automation, Chrome CDP, keyboard/mouse, and terminal using semantic element targeting.

Bing Search MCP Server

A Model Context Protocol server that provides AI-grounded Bing search capabilities using the Azure AI Project Client. It enables intelligent web searches with automated citation tracking and URL extraction for seamless AI integration.

debug-mcp-server

Bridges web browsers and Claude Code for seamless debugging workflows by receiving debug data from browser widgets and exposing it to Claude Code via MCP protocol.

google-drive-files-mcp

A focused MCP server for Google Drive file management, Google Sheets editing, and surgical Google Docs editing with 23 granular, single-purpose tools.

JSR MCP

Model Context Protocol server for the JSR (JavaScript Registry)

kaist-beast-baseball-mcp

Collects baseball league data from gameone.kr and enables Claude Desktop to perform team analysis, lineup recommendations, and opponent strategy through natural language.

ckg-mcp

A Compact Knowledge Graph MCP server providing pre-structured domain knowledge as a routing layer for agent stacks, enabling efficient structural queries (e.g., prerequisites, dependency chains) without hallucinations.

ToolBastion

A zero-trust security gateway for MCP tool calls, inspecting tool identity, arguments, execution decisions, and returned content before risk reaches your coding agent.

Auth0 User Monitor MCP Server

Enables monitoring Auth0 users by collecting summaries, storing reports in SQLite, and auto-blocking suspicious admins, all through MCP tools without an LLM.