Discover Awesome MCP Servers

Enhanced Image Analysis MCP Server

Enables intelligent analysis and organization of image collections with smart filename generation, metadata extraction, and automated folder organization. Supports batch processing, color analysis, EXIF data extraction, and multiple naming styles for efficient photo management.

Byterover MCP Server

字节漫游者 MCP 服务器 (Zìjié mànyóuzhě MCP fúwùqì)

MCP-Mem0

A template implementation of the Model Context Protocol server that integrates with Mem0 to provide AI agents with persistent memory capabilities for storing, retrieving, and searching memories using semantic search.

Hello MCP Server 👋

一个简单的“Hello World”服务器，实现了模型上下文协议 (MCP)。

MCP Server demo

这是一个使用 Python 编写的 MCP 服务器的演示，旨在与 vscode Copilot 在 Agent 模式下进行测试。

Remote MCP Server on Cloudflare

A serverless implementation for deploying Model Context Protocol servers on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.

MCP Gemini API Server

一个服务器，通过 MCP 协议提供对 Google Gemini AI 功能的访问，这些功能包括文本生成、图像分析、YouTube 视频分析和网页搜索功能。

Fermat MCP

A FastMCP server for mathematical computations, including numerical and symbolic calculations with NumPy and SymPy integration, as well as data visualization through Matplotlib.

UML-MCP: A Diagram Generation Server with MCP Interface

UML-MCP Server 是一个基于 MCP (模型上下文协议) 的 UML 图生成工具，它可以帮助用户通过自然语言描述或直接编写 PlantUML、Mermaid 和 Kroki 来生成各种类型的 UML 图。

Math MCP Server for MacOS

实现一个使用模型控制协议的数学代理，该代理可以执行数学计算，并在 Keynote 中以可视化的方式呈现结果，同时允许在幻灯片上绘制形状和添加文本。

Multi-Tenant PostgreSQL MCP Server

Enables read-only access to PostgreSQL databases with multi-tenant support, allowing users to query data, explore schemas, inspect table structures, and view function definitions across different tenant schemas safely.

Java Testing Agent

Automates Java Maven testing workflows with decision table-based test generation, security vulnerability scanning, JaCoCo coverage analysis, and Git automation.

Redis MCP Server

Redis MCP 服务器 - 使用 Docker 的 Python 实现

SharePoint Excel Services MCP Server by CData

SharePoint Excel Services MCP Server by CData

dartpoint-mcp

MCP Server for public disclosure information of Korean companies, powered by the dartpoint.ai API.

My UV MCP Server

A basic demonstration MCP server that provides a simple greeting tool, showcasing how to build and integrate custom MCP servers with Claude Desktop using Python and the uv package manager.

IAPI MCP Server

Enables cryptocurrency investigation and analysis through the Chainalysis Investigations API. Provides access to 16 key endpoints for address clustering, transaction details, exposure analysis, and wallet observations across multiple blockchain assets.

Notion MCP Server

Enables AI agents to interact with Notion workspaces through the Notion API. Supports reading, writing, and managing pages, databases, and comments with optimized token consumption.

typecast-api-mcp-server-sample

镜子 (jìng zi)

WeWork MCP Server

A Model Context Protocol server providing access to WeWork project management data, enabling project search, task analysis, and statistics retrieval through Claude and other LLM clients.

MCP Filesystem Python

这个服务器通过 MCP 提供对目录文件的安全只读访问，支持文件搜索、.gitignore 兼容、路径遍历保护，以及使用 'file://' URI 方案进行 MIME 类型检测。

JobApply MCP Server

A Model Context Protocol server that helps with job applications by analyzing job postings and optimizing resumes and cover letters through document analysis tools.

MCP-Wait

一个简单的 MCP 服务器，提供等待功能，可以暂停直到其他任务完成，并提供进度报告，支持 CLI 或带有 SSE 的 HTTP 服务器。

docs2prompt MCP Server

一个 MCP 服务器，它允许客户端从 GitHub 仓库或托管网站的文档中提取对 LLM 友好的提示词。

SSL Monitor MCP Server

Enables monitoring of domain registration information via WHOIS lookup and SSL certificate validity checking. Provides domain expiration dates, registrar details, certificate validity periods, and issuer information for website security monitoring.

AppTweak MCP Server

Empowers users to search and analyze mobile apps via the AppTweak API, providing insights into app store data, reviews, ratings, and keyword performance on iOS and Android platforms.

MCP Server for MySQL based on NodeJS

镜子 (jìng zi)