Discover Awesome MCP Servers

MQScript MCP Server

Enables AI applications to generate and execute MQScript mobile automation scripts for controlling mobile devices. Supports touch operations, UI creation, color detection, file operations, and system control functions.

Google Indexing API MCP Server

An MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.

Alpha Vantage Stock Server

一个使用 Alpha Vantage API 查询股票信息的 MCP 服务器。

mcp-wordpress-instaWP

mcp-wordpress-instaWP

MCP Document Processor

An intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).

Model Context Protocol Server

A stateful gateway server for AI applications that solves the memory limitations of Large Language Models by maintaining separate conversation contexts for each user.

macOS Tools MCP Server

Provides advanced system monitoring and file search capabilities for macOS, allowing users to track performance metrics and perform enhanced file searches with content analysis and tagging features.

RAG Document Server

Enables semantic search and question-answering over uploaded documents using vector embeddings and Google AI. Supports document organization with tags, section-aware queries, and hierarchical markdown structure preservation.

Remote MCP Server Authless

A deployable MCP server on Cloudflare Workers that enables tool integration without authentication requirements, allowing connection from AI Playground or Claude Desktop.

Coyote MCP Server

An MCP server that provides easy setup and configuration for multiple AI development environments including Claude Desktop, VS Code, and Windsurf. Offers automated installation scripts and manual configuration options for seamless integration across different MCP-compatible clients.

Duck Duck MCP

这个 MCP 服务器使用 DuckDuckGo 进行网页搜索，提供结构化的搜索结果，包含元数据以及智能内容分类和语言检测等功能，从而方便与支持 MCP 协议的 AI 客户端集成。

mcp-utils

用于处理 MCP 服务器的 Python 实用程序

Pinecone Economic Books

Enables semantic search through a Pinecone vector database containing economic books and academic papers using natural language queries. Provides 10 specialized search tools with metadata filtering for precise discovery of economic theories, concepts, and research by author, subject, or book.

MCP (Model Context Protocol) 介紹

MCP 天气服务器的演示项目。

GA4 MCP Server

Enables interaction with Google Analytics 4 data through the Google Analytics Data API. Built using Google ADK UI and deployed on Google Cloud Platform with proper service account authentication for GA4 data access.

Anyquery

Connect to more than 40 apps with a single binary

Weather MCP Server

Provides weather forecast and alert information for US locations using the National Weather Service API. Enables users to get detailed weather forecasts by coordinates and retrieve active weather alerts by state.

Vibe Coder MCP

一个 MCP 服务器，通过强大的软件开发工具增强 AI 助手的功能，从而能够通过自然语言交互进行研究、规划、代码生成和项目脚手架搭建。

MUXI Framework

一个可扩展的 AI 代理框架 (Yī gè kě kuòzhǎn de AI dàilǐ kuàngjià)

Generalized MCP Server

Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-friendly gRPC interface. Enables interaction with cloud services and platforms using natural language by automatically converting SDK functionality into callable functions.

Figma MCP Server

镜子 (jìng zi)

MCP-Ambari-API

Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9

MCP AI Hub

Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS Bedrock and other providers through a single MCP interface. Enables seamless switching between different AI models using LiteLM's unified API without requiring separate integrations for each provider.

focMCP SDK

为构建完全链上的 Minecraft 协议服务器提供工具和基础设施，使开发者能够使用区块链技术创建去中心化的游戏体验。

Knesset MCP Server

用于访问以色列议会信息的 Model Context Protocol (MCP) 服务器

Zerodha Trading MCP

A Model Context Protocol server that enables AI models to interact with the Zerodha trading platform, allowing users to execute trades, view portfolio holdings, and manage positions through a standardized interface.

mcp-pandoc-md2pptx

Enables conversion of Markdown content into PowerPoint presentations using pandoc. Supports custom templates for consistent branding and can process both direct markdown text and files.