Discover Awesome MCP Servers

secure-mcp-proxy

A MCP Proxy (Local <-> SSE) with token based authentication.

Swagger Explorer MCP

一个管理控制平面服务器，允许用户探索和分析 Swagger/OpenAPI 规范，提供诸如端点探索、模式分析和可定制的响应格式等功能，并支持身份验证以及与 Claude 等工具的集成。

NLSQL MCP Server

An MCP (Model Context Protocol) server that exposes natural language to SQL functionality, allowing any MCP-compatible client to convert plain English questions into SQL queries for database interaction using AI.

Kubernetes Tools MCP Server

Provides a set of read-only Kubernetes functions via an MCP server, enabling interaction with Kubernetes clusters through agents or coding assistants like GitHub Copilot.

Keycloak MCP Server

A Model Context Protocol server that enables management of Keycloak users and realms through a standardized interface, providing tools for user creation, deletion, role assignment, and group management.

Google Search Console API MCP Server

An MCP Server that provides access to Google's Search Console API, allowing users to interact with website search performance data and manage search presence through natural language.

Reddit MCP Tool

Enables browsing and searching Reddit content through read-only tools that access Reddit's official API. Supports searching posts, retrieving subreddit information, fetching hot posts, and getting detailed post information.

fast-filesystem-mcp

A completely stabilized filesystem MCP server optimized for Claude with overflow-proof design. Supports simultaneous multi-block editing with zero-failure guarantee, advanced error recovery, and performance-tuned parameters for maximum reliability.

AI Development Pipeline MCP

A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

MCP API Server

A modular MCP server that connects to external APIs, providing tools for weather data, user management, and company operations. Features a scalable architecture with TypeScript support, HTTP client abstraction, and robust error handling.

Nanana AI Image Generation Server

Enables AI assistants to generate images from text prompts and transform existing images using Google Gemini's nano banana model through the Nanana AI service. Supports both text-to-image generation and image-to-image transformation capabilities.

Memory MCP Server

Exposes local persistent memory as an MCP server with Markdown storage, PARA organization, Zettelkasten linking, and SQLite FTS5 search. Enables Claude and other MCP-compatible agents to store, organize, and retrieve knowledge with context-based recommendations through the Olima association engine.

User Management System

使用 MCP 服务器上传的练习项目

SiYuan MCP Server

Enables interaction with SiYuan Note through its API for comprehensive note management. Supports searching, creating, editing documents, managing notebooks, and daily notes operations through natural language commands.

Slack-MCP

A Message Control Protocol server that integrates with Slack to provide channel management, messaging capabilities, and log monitoring across multiple servers, enabling teams to share logs and receive automated alerts in Slack channels.

ioBroker MCP Server

Provides a configurable web server foundation for ioBroker home automation systems to implement Model Context Protocol functionality. Features HTTP/HTTPS support, authentication, and basic REST API endpoints for adapter integration.

mcp-projects

MCP (模型上下文协议) 的项目仓库

PR Reviewer

一个智能的 Pull Request 分析助手，它将 GitHub 与 Notion 集成，通过 MCP（模型-控制器-提供者）服务器架构实现自动化审查文档。

TongXiao Common Search MCP Server

A Model Context Protocol server that provides enhanced real-time search capabilities by integrating with Alibaba Cloud IQS APIs to deliver clean, accurate results from multiple data sources.

NPM Package Docs MCP

Fetches up-to-date documentation for any npm package directly in your IDE by retrieving README files from GitHub repositories or package tarballs. Provides real-time access to current package documentation and API information.

e签宝 MCP Server

基于 Model Context Protocol (MCP) 的电子签署工具，支持文件上传、PDF转换、签署流程创建和状态查询等功能。

MCP Voice/Text-Controlled Q-SYS Demo

AI-powered system that enables voice and text control for Q-SYS audio systems using OpenAI Agents SDK and Model Context Protocol.

Wolfram Alpha MCP Server

Enables scientific computing, mathematical problem solving, and step-by-step mathematical solutions through Wolfram Alpha's mobile API. Supports real-time streaming responses and multiple output formats for enhanced mathematical and scientific queries.

Meilisearch MCP Server

使 AI 助手能够通过模型上下文协议与 Meilisearch 交互，从而通过标准化接口实现全面的索引、文档和搜索管理。

Ensembl MCP Server

A comprehensive Model Context Protocol (MCP) server that provides access to the Ensembl REST API for genomic data, comparative genomics, and biological annotations.

AiDD

AiDD MCP 服务器提供了一个安全的接口，供 AI 代理执行文件系统操作和代码分析，从而增强跨多种编程语言的 AI 辅助开发工作流程。