Discover Awesome MCP Servers

Model Context Protocol Server

A server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.

agentops-mcp-server

Official MCP server for the AgentOps SDK

Cloud Life Sciences API MCP Server

An MCP Server that provides access to Google Cloud Life Sciences API, enabling users to run biomedical workloads in the cloud through natural language interactions.

ShipStation API MCP Server

一个全面的模型上下文协议服务器，使用户能够通过结构化工具与 ShipStation API 交互，从而管理订单、货运、承运商、仓库、产品、客户、商店、网络钩子和履行。

Prowler MCP Server

Analyzes Prowler security scan results for cloud environments, providing detailed security analysis and summary reports through Claude Desktop.

Beatport MCP Server

一个模型上下文协议（MCP）服务器，提供对 Beatport 开发者 API 的访问，允许 Claude 与 Beatport 电子音乐目录中的音乐数据进行交互。

Smart Connections MCP Server

Enables Claude to perform semantic search across your Obsidian vault using Smart Connections vector database. Provides meaning-based search, related note discovery, and context retrieval for RAG queries instead of basic keyword matching.

GitHub See MCP Server

A server-side implementation that handles context processing between GitHub repositories and AI models, enabling seamless integration of AI capabilities with codebases through the Model Context Protocol.

Apple Find My MCP Server

Enables interaction with Apple's Find My network to track devices, check battery status, and manage device information. Provides secure authentication and caching for efficient access to your Apple devices' location and status data.

OAuth MCP Server

A complete OAuth 2.1 server implementation for FastMCP with PKCE support, enabling secure authentication and authorization flows. Provides authorization code exchange, token management, and refresh capabilities for building authenticated MCP applications.

Jokes MCP Server

An MCP server that provides jokes on demand, allowing users to request different types of jokes (Chuck Norris, Dad jokes, etc.) through natural language in both GitHub Copilot and Microsoft Copilot Studio.

SafetyCulture MCP Server

镜子 (jìng zi)

AgentMCP: Multi-Agent Collaboration Platform

具有模型上下文协议 (MCP) 功能的用于多智能体协作的 MCPAgent

HuggingMCP

A Model Context Protocol server that allows Claude and other MCP-compatible AI assistants to interact with the Hugging Face ecosystem, enabling repository management, file operations, search, and collections management through natural language.

MCP Tool

一个基于 mcp-framework 构建的服务器，它可以通过模型上下文协议 (Model Context Protocol) 实现与 Claude Desktop 的集成。

Athena Health MCP Server

Enables interaction with Athena Health's API for comprehensive healthcare practice management. Supports appointment scheduling, provider and department management, patient search, and available slot discovery through natural language.

Ectlocal Connect MCP Server

Enables connection to PostgreSQL databases for EC solution platforms to query and manage e-commerce data including orders, members, and other business information. Provides tools for direct SQL execution, table structure analysis, and specialized e-commerce data retrieval functions.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

mcp-server-requests

镜子 (jìng zi)

StatCan Web Data Service MCP Server

一个使用加拿大统计局 (StatCAN) 数据的 MCP 服务器

MCP Debugger Tools

A VSCode extension that enables AI agents to programmatically control VSCode's debugging features through the Model Context Protocol (MCP).

MAVLinkMCP

用于通过 MAVLink 协议进行 LLM 与无人机通信的 MCP 服务器

Node.js MCP Weather Server

An MCP server that provides weather information like forecasts and alerts for US locations using the National Weather Service API.

paperless-mcp

paperless-mcp

ChatBI MCP Server

Enables AI-powered business intelligence and data analysis using pandas and LLM code generation. Supports automated data processing, statistical analysis, and visualization creation through natural language interactions.

All-Search MCP Server

An MCP server that enables web search and document retrieval capabilities through Tavily API and LangConnect vector database, supporting AI agents in gathering information for comprehensive report generation.

Task Manager

Enables users to manage tasks through a simple JSON file interface. Provides basic task management functionality by reading and writing to a configurable tasks.json file.

Finance MCP Server

Provides real-time financial data from Yahoo Finance to Large Language Models through the Model Context Protocol, enabling AI models to access stock prices, historical data, and company information.

AetherLink SDR MCP

Enables control of Software Defined Radios and decoding of radio protocols through an AI-friendly Model Context Protocol interface, supporting RTL-SDR and HackRF hardware for signal analysis and protocol decoding.