Discover Awesome MCP Servers

Finance MCP Server

A minimal MCP server built with Python that exposes two example tools: one to convert a company name into a stock symbol, and another to fetch financial data from Yahoo Finance. The project focuses on learning how to build and run an MCP server—using a simple financial scenario purely as a demo use case.

RAG Application

A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.

서울시 교통 데이터 MCP 서버

서울시 교통 데이터 MCP 서버 - 실시간 교통 정보, 대중교통, 따릉이 등의 데이터를 제공하는 MCP 서버

ピティナニュースMCPサーバー

MCP Server for PTNA news feeds

flightradar-24-mcp-server

Flightrader24 MCP Server

Groq MCP Server

Groq MCP server

AFL (Australian Football League) MCP Server

This is a Model Context Protocol (MCP) server that provides AFL (Australian Football League) data from Squiggle API.

Mcp Memory Bank

A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it provides persistent, project-specific memory capabilities that enhance your AI's understanding and response quality.

MCP Analyst

MCP Analyst is an MCP server that empowers claude to analyze local CSV or Parquet files.

golf-course-project-mcp-server

Golf Course Project MCP Server

MCP_claude

This is to demonstrate how an MCP server can be built for Claude Desktop MCP Client

MCP Server with Gemini AI Integration

MCP server client with basic tools

Personal Context Technology MCP Server

Personal Context Technology for AI Personalization MCP server

Weather API MCP Server

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data.

Wireshark MCP Server

TShark/Wireshark MCP server for network packet analysis via Claude

Awesome MCP

Due to the naming issue of the model providers, let's review the model names.