Discover Awesome MCP Servers

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.

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)

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.

SuiAgentic

A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.

M365 Copilot MCP Server

Integrates with Microsoft 365 Copilot APIs to enable retrieval of content from SharePoint and OneDrive, document search across M365, and conversational AI interactions with your Microsoft 365 data while respecting access permissions.

MCP Hybrid Forecasting

Enables algorithmic stock trading analysis by combining ARIMA, ARIMA-GARCH, and XGBoost models to generate buy/sell/hold signals with risk management, portfolio comparison, and volatility analysis for various market sectors.

fast-pyairbyte

fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connector, with a single prompt.

PsiAnimator-MCP

Enables quantum physics simulations and visualizations by integrating QuTip for quantum computations with Manim for generating publication-quality animations of quantum states, circuits, and dynamics.

Slack Admin MCP Server

用于 Slack 频道管理的 MCP 服务器（创建、重命名、存档）

Exa MCP Server

Enables AI assistants to perform real-time web searches, company research, content crawling, LinkedIn searches, and deep research using the Exa AI Search API. Provides comprehensive web information retrieval capabilities in a safe and controlled manner.

TfL Journey Status MCP Server

Provides real-time access to Transport for London data, enabling users to check tube line statuses, get disruption details, and plan journeys between London locations. Uses the official TfL Unified API to deliver live transport information through AI assistants.

Source Map Parser MCP Server

能够将 JavaScript 错误堆栈跟踪映射回原始源代码，提取上下文信息以帮助开发人员定位和修复问题。

Internetsearch-mcp-server

镜子 (jìng zi)

MCSS MCP Server

用于 MCSS (Minecraft 服务器软体) 的模型上下文协议服务器

NPM Sentinel MCP

A Model Context Protocol server providing utility tools for development and testing, offering functionalities like personalized greetings, random card drawing, and datetime formatting with an extensible architecture.

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.

openapi-mcp-proxy

An MCP server that provides tools for exploring large OpenAPI schemas without loading entire schemas into LLM context. Perfect for discovering and analyzing endpoints, data models, and API structure efficiently.

Celigo MCP Server

Enables interaction with Celigo integrator.io API to manage integrations, flows, connections, and data operations. Supports integration lifecycle management, flow execution, and connection configuration through natural language commands.

C++ MCP Server

An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.

Python Weather MCP Server

Enables AI agents to fetch real-time weather data for any location using the OpenWeatherMap API. Demonstrates how to build a simple MCP server that exposes weather information as a tool for LLMs.

Flux Cloudflare MCP

一个 MCP 服务器，它通过 Cloudflare Workers 使 AI 助手能够使用 Black Forest Labs 的 Flux 模型生成图像。