# MCP protocol

This project is a CSS teaching MCP server built on Node.js and TypeScript, providing personalized CSS feature update services, including resource management, tool invocation, and prompt guidance functions.

The Bitrefill MCP server is an MCP - protocol - based service written in TypeScript, providing an interface to access Bitrefill services such as gift cards and mobile top - ups. It supports AI assistants to perform product searches, detail queries and order management through the MCP protocol.

An MCP server implementation for Azure DevOps that provides a standardized protocol for AI assistants to access the Azure DevOps API

This is an example project of building an MCP server with Go language, showing how to create an MCP service and call it through GitHub Copilot.

MCP protocol server based on InterSystems IRIS

A server based on the MCP protocol that supports large language models to control WizConnected smart lighting fixtures.

MemCP is an extensible memory MCP server designed for AI programming agents. It is extended based on Zep AI's Graphiti project, supports building, maintaining, and querying temporal knowledge graphs, and provides entity extraction, persistent storage, and support for multiple transport protocols.

The Sherlock MCP Server is a service for purchasing and managing domain names. It implements a simple note storage system, including a custom URI scheme, note summarization function, and a tool for adding notes.

A minimal MCP server project demonstrating how to implement Entra ID authentication, including support for the HTTP+SSE transport protocol.

A service that executes JMeter tests via the MCP protocol, supporting the execution of test scripts in both GUI and non - GUI modes.

A basic MCP server for AI clients to interact with etcd

An MCP server implemented purely in Node.js, providing the function of generating random combinations of US state names and specialty soups, supporting the JSON - RPC 2.0 protocol, and including a custom logging system and tool verification.

A Discourse forum search service based on Node.js that implements the MCP protocol to provide post search functionality

A lightweight MCP server for querying software package vulnerability information in the OSV database.

A simple example project of an MCP Server that implements weather query and message push functions through the Gaode Weather API and DingTalk robot

The SQL Server MCP Server is a tool based on the Model Context Protocol that allows large language models to query and inspect SQL Server databases through a standardized protocol, providing database query and schema inspection functions.

An AI agent server based on the Model Context Protocol, providing system prompt and tool management functions

The API-MARKET MCP Server is a model context protocol server that exposes over 200 API endpoints from API-Market as MCP resources, enabling large language models to discover and interact with them through the MCP protocol.

The Telegram MCP Server is a Node.js-based service that allows LLMs to send notifications and receive user responses via Telegram and supports integration with MCP-compatible applications such as Cline.

The Jupyter MCP Server is a service that implements the Model Context Protocol (MCP) and supports interaction with Jupyter notebooks.

This project is a set of tools for interacting with the TMDB movie database based on the Model Context Protocol (MCP), providing various movie information query functions, including queries for actor cooperation, movie staff, and movie works, etc.

This project is a server based on the MCP protocol that can securely and efficiently execute any terminal commands, support cross - platform operations, and provide system resource information.

An MCP server project that connects ArduPilot drones with LLM natural language interaction, supporting natural - language control of drone flights through tools such as Claude or Cline.

A UUID v4 generation server based on the MCP protocol, providing a simple installation and usage process, and supporting deployment in development and production environments.

An AI-driven browser automation server based on the MCP protocol, supporting natural language control of web page operations and in-depth web research.

ReyxGPT is a Minecraft server management agent based on the MCP protocol, which enables server command execution and status monitoring through RCON.

An MCP service implementation for PostgreSQL, providing an HTTP interface for read-only queries and database resource browsing

MCP server project based on TypeScript

iRacing MCP is a Python project that integrates iRacing data through the Model Context Protocol, providing tools for obtaining user data and building custom applications.

A Rust - based MCP server that provides functions to interact with Google Drive and Google Sheets, supporting operations such as file listing and spreadsheet reading/writing, and can be integrated into distributed proxy workflows.