# MCP protocol

This project is a server based on the MCP protocol, specifically designed to check domain name availability through WHOIS queries and support the integration of domain name checking functionality into tools such as AI assistants.

OpenGenes-MCP is a server based on the Model Context Protocol (MCP), which provides a standardized interface for the OpenGenes database to access data on aging and longevity research. The server automatically downloads the latest OpenGenes database from the Hugging Face Hub to ensure that users can always access the latest data. The database contains experimental data on lifespan changes, gene classification standards, associations with aging markers, and longevity-related research. It supports converting natural language queries into SQL queries, making it convenient for researchers and AI assistants to use.

An MCP server based on the DeepL API, providing text translation and language list functionality.

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

This project implements a server based on the Model Context Protocol (MCP) for deploying web applications to AWS serverless infrastructure, supporting automatic deployment of front - end, back - end, and full - stack applications.

The MCP Sound Tool is an implementation based on the Model Context Protocol (MCP), providing sound feedback functions for MCP-compatible environments such as Cursor AI.

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

A tool for downloading songs and playlists from Soundcloud via Claude

This project contains two core files, client.py and server.py, which implement an AI tool interaction system based on the MCP protocol. The client manages the interaction process between the user, the LLM, and the tools, and the server provides tool functions such as file operations and web page crawling and offers services through the MCP protocol.

A C# implementation tool for the MCP protocol based on Pieces' long-term memory function, which can query memory content from the past 7 days through the Claude desktop application.

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.

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

The Agglayer MCP Server is a tool for cross - chain settlement layer interaction, providing functions such as blockchain network information query, cross - chain transfer, balance check, and liquidity query.

A lightweight SharePoint MCP server that provides a standardized interface for document and folder management and supports seamless integration with MCP clients such as Claude.

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.

Implement the MCP service function for PC WeChat, and specify the Python virtual environment and script path through the configuration file

An MCP protocol test server implemented in Rust, supporting basic commands and tool calls.

Obsidian iCloud MCP is a tool that connects the Obsidian knowledge base stored in iCloud Drive to AI through the Model Context Protocol (MCP), mainly supporting the MacOS system.

A language server tool based on the MCP protocol, providing precise code analysis capabilities for LLMs

This is a supOS server project based on the MCP protocol, providing supOS open API interface services and supporting functions such as querying the topic tree structure, details, and real - time data.

The Databricks MCP server is a tool that provides a Model Context Protocol interface for interacting with the Databricks workspace, supporting queries of catalogs, schemas, tables, and SQL execution.

This project implements a ClickHouse MCP server for seamless integration of the ClickHouse database with AI applications such as large language models (LLMs), supporting functions such as querying databases and obtaining table structures.

Google Custom Search Engine MCP Server provides search capabilities for LLMs

A Kubernetes cluster management server based on the MCP protocol, supporting interaction with the Kubernetes cluster through the command line or chat interface, providing functions such as resource management and Helm chart operations.

A server project based on the MCP protocol for implementing the echo function.

A TypeScript implementation of the NHL API, adopting the Model - Context Protocol (MCP) mode, providing access to team, player, ranking, schedule, and statistical data.

This project implements an MCP server based on the FAISS vector database, supporting the Retrieval Augmented Generation (RAG) function, including a complete workflow such as GitHub file download, document indexing, local query, and LLM integration.

The Image Gen MCP Server is a general AI image generation service that provides cross - platform and multi - model image generation capabilities for various LLM chatbots through the Model Context Protocol (MCP) standard protocol. It supports multiple image models from OpenAI and Google, enabling seamless conversion from text conversations to visual content.

Spire.XLS MCP Server is an independent Excel processing tool based on Python. It can implement functions such as creating, editing, converting Excel files, and data analysis through the Model Context Protocol (MCP) without installing Microsoft Office.

The Allora MCP Server is an implementation based on the Model Context Protocol (MCP) that provides the function of obtaining machine learning inference data from the Allora network, enabling AI systems to seamlessly access Allora prediction market data.