发现优秀的 MCP 服务器

Bitbucket

Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts.

Firefly III MCP Server

Enables interaction with Firefly III personal finance management instances via the Firefly III API, deployed as a Cloudflare Worker. It allows AI tools to manage transactions, accounts, budgets, and reporting through natural language.

obsidian-git-sync-mcp

A dockerised, self-hostable host that runs an Obsidian vault headlessly and serves it to MCP clients, with pluggable sync (git first).

PubMed MCP Server

Enables searching PubMed's biomedical literature database and retrieving article metadata, abstracts, and full content through the E-utilities API. Supports advanced queries, batch operations, and multiple output formats with automatic rate limiting.

SD Elements MCP Server

A Model Context Protocol server that provides SD Elements API integration. This server enables LLMs to interact with SD Elements security development lifecycle platform.

scream-void

Provides a tool to scream into the void and receive a random number, useful for generating unpredictable values or adding chaos to logic.

gamedev-mcp-server

Curated game development knowledge for AI coding tools. 144 docs covering MonoGame, Godot, game design, and programming patterns.

Workspace Qdrant MCP

Project-scoped semantic workspace memory for AI coding assistants. Watches your project files and auto-indexes code and docs into Qdrant using tree-sitter semantic chunking and hybrid search (dense + sparse + RRF)

Letz AI MCP

一个模型上下文协议服务器，它使 Claude 能够通过 Letz AI API 生成和放大图像，从而允许用户直接在 Claude 对话中创建图像。 (Or, a slightly more formal/technical translation:) 一个模型上下文协议 (Model Context Protocol) 服务器，该服务器使 Claude 能够通过 Letz AI API 生成和放大图像，从而允许用户直接在 Claude 对话中创建图像。

AMapMCP

A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive map navigation with real-time route planning and WebSocket communication.

LLM Jukebox MCP Server

Enables LLMs to search, download, and extract information from YouTube music videos, converting them to high-quality MP3 files.

dnomia-knowledge

Local knowledge engine for codebases with hybrid search, knowledge graph, and interaction tracking, enabling Claude Code to search and interact with project knowledge locally.

Weather & Prayer Times MCP Server

Enables users to get weather information and Islamic prayer (Namaz) times, along with motivational prompts and random quotes. Integrates with OpenWeatherMap and Aladhan APIs to provide location-based weather data and prayer schedules.

Model Context Protocol Server

一个 Kubernetes 部署的 Model Context Protocol 服务器，它支持与可配置环境变量的安全通信、健康监控，以及在 Azure Kubernetes Service 上的可扩展部署。

bim-change-engine

Provides a change-intelligence layer for BIM models, enabling diff analysis of Speckle versions with persona-specific lenses (coordination, cost, field) and a groundedness contract that separates verified facts from inferred impacts.

MCP Universal DB Client

Enables connecting to and querying multiple database types (PostgreSQL, MySQL, SQLite) through a unified interface. Supports managing multiple concurrent database connections with connection pooling and SQL query execution through MCP tools.

Mapbox MCP Server

镜子 (jìng zi)

Aleph-10: Vector Memory MCP Server

向量内存 MCP 服务器 - 一个具有基于向量的内存存储功能的 MCP 服务器

OpenProject MCP

An MCP server that lets local AI agents read and manage OpenProject project data through structured, guarded tools, with write operations requiring explicit confirmation.

XcodeMCPWrapper

A Python wrapper that makes Xcode's MCP bridge compatible with strict spec-compliant clients like Cursor by fixing response formatting. It enables AI assistants to build projects, run tests, and query Xcode project data through the Model Context Protocol.

crewio-mcp

Hosted HTTP MCP server that exposes Crewio CRM as tools for AI assistants, enabling CRUD operations on deals, contacts, companies, comments, and full-text search.

Jules MCP Server

Enables orchestration of multiple Jules AI workers for tasks like code generation, bug fixing, and review using the Google Jules API. It features git integration, a shared memory system, and real-time activity monitoring for complex, multi-agent development workflows.

Jira MCP Server

Enables Jira integration for comprehensive issue management, board operations, time tracking, and project management through natural language.

view-image-mcp

Enables Claude Code to display images inline within supported terminals like Ghostty and Kitty using the Kitty graphics protocol on macOS. It allows users to view various image formats including PNG, JPEG, GIF, and WebP directly in the terminal interface.

monarch-mcp-server

MCP Server for Monarch Money, utilizing an unofficial api.

Airtable MCP

将人工智能工具直接连接到 Airtable，允许用户使用自然语言查询、创建、更新和删除记录。

mcp-video

An MCP server that enables LLMs to analyze video content by extracting frames as base64 images and retrieving video metadata using ffmpeg.

LMS MCP Server

Automates interactions with the PAF-IAST University LMS to provide AI assistants with access to academic data like attendance, marks, and schedules. It features smart authentication with CAPTCHA solving and secure session management for seamless integration with tools like Claude and Cursor.

MCP Server Go

用 Go 编写的一个简单的 MCP 服务器实现