Discover Awesome MCP Servers

Semantic PostgreSQL MCP Server

A PostgreSQL MCP server with semantic search capabilities for AI chatbots

Graphiti MCP Server

Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti

IoT Realm MCP Server 🌐🔌

🌐🔌 An MCP server that exposes real-time sensor data from IoT Realm devices—such as ESP32-based DHT11 clients—to LLMs via the Model Context Protocol. This enables AI agents to access, analyze, and act upon live environmental data.

Test Mcp Helloworld

Hello world example for MCP server

bluesky-daily-mcp

An MCP Server to help you surface the most interesting topics from your Bluesky follows daily.

Crawl4AI Web Scraper MCP Server

MCP Server leveraging crawl4ai for web scraping and LLM-based content extraction (Markdown, text snippets, smart extraction). Designed for AI agent integration.

🖼️ Unsplash Smart MCP Server

AI-powered FastMCP server for intelligent stock photo search, download, and attribution management from Unsplash

Weather MCP Server

A weather MCP server that provides weather forecasts and alerts using the National Weather Service API

DART-mcp-server

한국의 전자공시시스템 API를 활용하는 mcp 서버

Memory MCP 服务器

一键启动 memory mcp ，对外提供sse服务

🛰️ Space Flight News MCP Server

This project is a Model Context Protocol (MCP) server that integrates with the Space Flight News API to provide up-to-date spaceflight-related news articles.

Model Context Protocol

Resources to Understand MCPs and Interacts with MCP Server

attAck-mcp-server

This project is an MCP (Model Context Protocol) server for querying ATT&CK (Adversarial Tactics, Techniques, and Common Knowledge) techniques and tactics. It provides a way to access and retrieve information about various attack techniques and tactics used by adversaries.

LAPRAS MCP Server

lapras.com 公式MCP Server

MCP Kali Server

MCP configuration to connect AI agent to a Linux machine.

URL-Based MCP Server

URL MCP is a proof of concept stateless MCP server builder that allows users to build MCP servers without writing or hosting code. It's intended for protocol and security experimentation rather than for building real world MCP integrations.

Azure Database for PostgreSQL MCP Server (Preview)

Azure Database for PostgreSQL MCP Server

ArxivAutoJob

This repo just collect arxiv paper with [arxiv_mcp_project](

writers-muse-mcp

An MCP server that analyses a writer’s style and generates a blog post.

MCP Snowflake Reader

A Model Context Protocol (MCP) server that provides secure, read-only access to Snowflake databases. Allows LLMs to safely query tables and describe schemas without write permissions. Built with Python and the official Snowflake SDK.

MCP Server for Wolfram Alpha Integration

A Python-powered Model Context Protocol MCP server that uses Wolfram Alpha via API.