发现优秀的 MCP 服务器

microCMS MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with microCMS content management system through six core tools for performing CRUD operations on microCMS list-type APIs.

GitHub MCP Server

An MCP server that enables AI agents to directly manage GitHub repositories, including PRs, issues, and code search, using natural language.

mcp-graph-engine

A graph database MCP server that lets AI assistants build, analyze, and visualize relationship graphs with algorithms like PageRank and cycle detection.

Azure CLI MCP

一个封装了 Azure CLI 的 MCP 服务器。 由于 LLM 非常擅长生成 Azure CLI 命令，这个服务器允许你的 LLM 列出资源、更新/创建/删除资源、修复错误（通过查看日志）、修复安全问题……

etf-flow-mcp

etf-flow-mcp

Flight + Stay Search MCP

Enables searching for flights (one-way, round-trip, multi-city) and hotels using the Duffel API, with support for detailed offer information, cabin class preferences, and guest reviews.

Weather MCP Server

一个 MCP 服务器，通过 OpenWeatherMap API 提供实时天气信息，包括温度、湿度、风速以及日出/日落时间。

MCP Prow Server

Enables users to interact with Prow CI/CD systems, retrieving build logs and diagnosing PR build issues through natural language.

WordPress MCP Server

A local server that enables Claude or other MCP tools to manage WordPress posts and media via REST API.

Google Calendar MCP Server

Enables interaction with Google Calendar through the Google Calendar API. Supports listing calendars, creating/deleting events, and retrieving calendar events with OAuth2 authentication.

ticktick-mcp

MCP server for TickTick — create, update, complete, move, and filter tasks (plus subtasks, completed-task retrieval, and recurring reminders) via the TickTick v2 API. Maintained fork of jen6/ticktick-mcp adding field-preserving updates, day-of-week date validation, completion tracking and more.

codex-mcp-async

Enables Claude Code to run OpenAI Codex (GPT-5) tasks asynchronously in the background, filtering out thinking logs to save 95% context tokens and allowing parallel execution.

GitLab MCP

Enables AI assistants to manage GitLab projects by providing tools for issues, milestones, and team reports through a read/write interface. Users can interact with project data using natural language directly within Claude Desktop or Claude Code.

Kapruka MCP Server

Python MCP server that wraps the Kapruka.com REST API and exposes it as tools for LLMs and third-party MCP clients.

@git-fabric/aiana

A composable semantic memory layer that provides cross-project recall and session context using Qdrant and OpenAI embeddings. It enables users to securely store, search, and manage persistent memories with built-in secret scrubbing for privacy.

Memory MCP Server

一个提供知识图谱管理功能的模型上下文协议服务器。

Miro MCP Server

Enables Claude Desktop to interact with Miro boards to list projects, retrieve board items like sticky notes and frames, and search for specific text content. It facilitates seamless board management and information retrieval through the Miro API.

libretexts-mcp

MCP server that enables searching, fetching, and navigating LibreTexts open textbooks in physics, math, chemistry, engineering, biology, statistics, and geosciences.

IPMA Weather MCP Server

Provides comprehensive access to Portuguese weather data from IPMA, including forecasts, warnings, sea state, fire risk, UV index, seismic activity, and weather station observations for all Portuguese cities and islands.

lenis-mcp-server

MCP server providing embedded Lenis smooth scroll expertise to AI assistants, enabling setup generation, API reference, debugging, scroll patterns, and performance optimization without network requests.

UNO-MCP

统一叙事算子，无缝丰富和扩展文本，五合一自主设计。

WinWright

civyk-winwright is a Playwright-style MCP server for Windows desktop and browser automation. It provides 59 tools for controlling WPF, WinForms, Win32 apps, and Chrome/Edge via the Model Context Protocol. A unified automation layer connecting Claude and MCP-compatible agents to native Windows UI and web interfaces.

@minamorl/openapi-mcp-bridge

Runtime MCP server that dynamically bridges any OpenAPI 3.x spec to MCP tools.

VidLens

Enables AI agents to search, analyze, and extract insights from YouTube videos including transcripts, visual frames, and benchmarks without requiring API keys. Supports semantic search across playlists, sentiment analysis, and visual content indexing with automatic fallback chains for reliable access.

3D MCP Server

Enables AI-driven 3D model generation and manipulation using OpenSCAD through natural language commands. Users can create primitives, apply transformations, perform boolean operations, and export models to various formats like STL and OBJ.

Caiyun Weather MCP Server

彩云天气 API 的模型上下文协议 (MCP) 服务器

ragic-mcp

Enables AI agents to interact with Ragic databases via MCP protocol, supporting form exploration, data CRUD, approval, and locking operations.

Pipedrive MCP Server

Enables AI assistants to analyze Pipedrive sales pipeline, deal velocity, and activity engagement, helping sales teams understand where deals are stalling.