Discover Awesome MCP Servers

🔗 Unified MCP Tool Graph: A Neo4j-Powered API Intelligence Layer for Dynamic Tool Retrieval

Instead of dumping 100+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.

Shield MCP

A shield for logging, deep debug and sanitization for MCP servers at development stage

Enkrypt AI MCP Server

Mirror of

MCP-Server-MySSL

MySSL MCP Server

MCP Wolfram Alpha Server

The MCP server that uses Wolfram Alpha via API.

Indian Railways MCP Server

The Indian Railways MCP Server provides live station status and train information using the Model Context Protocol (MCP). This server is designed to handle requests for live data from Indian Railways.

LeetCode Crawler

mcp server for craw the interview questions in discussion

FlightRadar MCP Server

Mirror of

MCP Weather Server Setup Guide

MCP server to get wearer forecast.

Spring AI MCP Batch Job Server

A Spring Boot Model Context Protocol (MCP) server that provides batch processing tools for financial transactions.

Azure Data Explorer MCP Server

Mirror of

Ransomware Live MCP Server

Ransomware Live MCP Server ✨🔐

MCP-server-HF-papers

This repository is an MCP server that let's me talk to HF daily papers via WhatsApp.

mcp-label-studio: A Label Studio MCP server

mcp server for label studio

Anki MCP Server

Mirror of

MCP 学习项目⚡

个人学习MCP

Math Agent with Microsoft Word and Gmail Integration

MCP server for Math Agent with Microsoft Word and Gmail Integration

🌐 Welcome to Fetch-MCP Repository 🌟

An MCP server for fetching URLs / Youtube video transcript.

Scanpy MCP server

MCP server for Scanpy

天气 MCP 服务器

这是一个基于 FastMCP 构建的天气查询 MCP 服务器

insights-mcp-server

Red Hat Insights MCP Server POC

Yahoo Finance MCP Server

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.

Exchange Rate MCP Server

Toy MCP server that provides access to exchange rate data from the Norges Bank API.

LeetCode MCP (Model Context Protocol)

MCP Server to generate Leetcode Notes

MCP Gateway

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.