Discover Awesome MCP Servers

Gallabox MCP Server

一个用于 Gallabox WhatsApp API 的模型上下文协议 (MCP) 服务器实现。 该服务器充当 MCP 客户端和 Gallabox API 之间的中间件，为发送 WhatsApp 消息提供一个标准化的接口。

GraphRAG Llama Index MCP Server

Enables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.

Tushare_MCP

A Model Context Protocol server that provides intelligent stock data assistance through Tushare's financial data API, enabling users to query comprehensive stock information, financial data, and market indices through natural language.

Anomaly Detection MCP Server

A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.

DeepResearch MCP

一个强大的研究助理，可以通过网络搜索、分析和全面的报告生成，对任何主题进行智能的、迭代的研究。

Live2D Automation MCP Server

Enables the automatic generation of complete Live2D models from a single photo by automating segmentation, rigging, and physics configuration. It provides a full pipeline for creating layered art meshes and motion files through a suite of specialized animation tools.

FastMCP Training Course Server

An educational MCP server example built with FastMCP that demonstrates how to expose tools, resources, and prompts to AI clients. Provides a learning foundation for building MCP servers with Python and integrating them with AI applications like IDEs and chatbots.

Figma MCP Tool

Enables interaction with Figma designs through the Figma API, allowing users to export images in multiple formats, extract style data and CSS, analyze design elements, and retrieve SVG code from Figma files. Supports batch operations and comprehensive design element analysis including images, vectors, and components.

toyMCP To-Do List Server

这是一个简单的示例服务器，它使用模型上下文协议 (MCP) 的概念实现了一个待办事项列表的 CRUD API，特别是使用基于 HTTP 的 JSON-RPC 2.0。它使用 Node.js、Express 和 PostgreSQL（通过 Docker）进行持久化。

MCP Access OAuth Server

A Cloudflare Workers-based MCP server that enables secure remote connections using built-in OAuth authentication via Cloudflare Access. It provides identity-based access control for MCP tools and supports persistent state management through Durable Objects and SSE.

Crawl4AI MCP Wrapper

Enables web scraping, crawling, and content extraction through Crawl4AI Docker API. Supports markdown extraction, screenshots, PDFs, JavaScript execution, and multi-URL crawling with reliable stdio transport.

Multichat MCP Server

一个服务器，可以同时与多个基于 Unichat 的 MCP 服务器进行通信，允许用户查询不同的语言模型，并将它们的响应组合起来，以获得更全面的结果。

JFrog MCP Server

一个实验性的模型上下文协议服务器，可以访问 JFrog 平台 API 的各项功能，包括仓库管理、构建跟踪、构件搜索和软件包安全分析。

Hacker News MCP Server

Enables access to Hacker News data including top stories, new stories, specific story details, and search functionality. Integrates with Poke to provide Hacker News content through natural language interactions.

GitLab MCP Server

Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic project detection and intelligent polling. It provides reliable API integration for checking build progress directly within AI-powered development environments.

General MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to search and retrieve content from Reddit, YouTube, and Twitter through simple API calls.

pure.md MCP Server

Enables AI assistants to reliably fetch web content as markdown and search the web by bypassing bot detection and rendering JavaScript. Provides tools to unblock URLs and search the web with results converted to markdown format.

ethereum-tools

一个全面的工具包，用于在 Claude AI 中进行以太坊区块链分析，支持合约审计、钱包分析、盈利能力追踪和链上数据检索。

Remote MCP Server with GitHub OAuth

A Cloudflare Workers-deployed MCP server that provides secure remote access to MCP tools through GitHub OAuth authentication. Includes example tools for basic math operations, user info retrieval, and image generation with configurable user access controls.

MCP VTEX Server

Enables complete VTEX e-commerce platform integration through natural language, allowing management of catalog, inventory, pricing, promotions, orders, marketplace operations, checkout, customer data, and payment configurations via AI conversations.

Angular Component Inspector

Enables dynamic exploration of Angular library components by reading and analyzing the public API exports. Provides tools to list available components and retrieve detailed component information.

Hi-AI

A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.

Weather MCP Server

Provides real-time weather updates and city geocoding by integrating the Nominatim and Open-Meteo APIs. It enables users to retrieve current weather conditions for any location through natural language queries in MCP-compatible clients.

Weather MCP Server

Retrieves current weather information for any location using the OpenWeatherMap API with configurable temperature units (Celsius or Fahrenheit).

Exa Websets MCP Server

A Model Context Protocol server that enables interaction with Exa's Websets API for AI-powered web search and data collection, allowing users to create and manage customized websets through natural language queries.

Music and Madness Sync Bridge

Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

Spotify MCP Server

通过对话将 Claude 连接到 Spotify，以控制播放、搜索音乐、获取曲目信息和管理队列。