# Protocol service

React MCP is a service that implements the Model Context Protocol, providing Claude AI with the ability to interact with React applications, supporting the creation, running, and management of React projects, as well as file operations and terminal command execution.

Model context protocol server for NPM trend data

A MongoDB server based on the Model Context Protocol (MCP) that allows LLMs to interact directly with MongoDB databases, supporting operations such as querying, schema inspection, and data management.

Lucidity is a Model Context Protocol (MCP) server that aims to improve the quality of AI-generated code through intelligent prompt analysis. It provides structured guidance to help identify and resolve code quality issues, supports multiple programming languages, and can seamlessly integrate with AI assistants.

A markdownlint service based on the MCP protocol for validating whether Markdown content meets the specifications, supporting custom configuration and AI integration.

A Model Context Protocol server for integrating Ollama with MCP clients such as Claude Desktop

The MySQL MCP Server is a model context protocol server designed for MySQL databases, enabling the interaction between AI models and MySQL databases through a structured interface.

WebSearch-MCP is a service that implements the Model Context Protocol (MCP). It provides web search capabilities by integrating the WebSearch Crawler API and supports multiple AI clients to obtain web information in real-time.

DB MCP Server is a multi-database supported server that implements the Model Context Protocol (MCP) and provides AI assistants with the ability to access databases in a structured manner. It supports MySQL and PostgreSQL, can connect to multiple databases simultaneously, automatically generates dedicated tools, and follows a clear architecture design.

The Civitai MCP Server is a protocol server that provides AI assistants with comprehensive access to AI models, creators, and generated content on the Civitai platform, supporting browsing, searching, and discovering various AI models.

Mobi MCP Server is a service based on the Model Context Protocol, used to enable the interaction between AI models and the Mobi knowledge management platform, providing functions such as search, data retrieval, content creation, and version control.

Model Context Protocol server implementation based on the GitHub API

An MCP server that connects AI assistants with the Metabase analytics platform, providing functions such as data query and dashboard access, and supporting two authentication methods.

Math MCP is a mathematical operation protocol service that follows the MCP standard, providing dynamically integrated mathematical operation functions for Claude Desktop.

A server-side project that implements the Model Context Protocol (MCP), supporting AI assistants to interact with external services and data sources, and providing functions for task creation, running, and debugging

Kubernetes MCP is a model context protocol server implemented in Go language, specifically designed to interact with Kubernetes clusters. It provides rich Kubernetes resource management functions through the MCP protocol, supports multiple transmission methods, and includes advanced features such as cluster metric monitoring and log analysis.

GBox MCP Server is a server implementation based on the FastMCP protocol, supporting real-time communication with the GBox game engine and integrating ComfyUI to achieve AI-assisted game development.

mcp-find is a command-line tool for searching MCP servers through the API of mcprepository.com, which helps developers quickly find the required protocol services.

This project provides a series of Model Context Protocol (MCP) servers for enhancing the external capabilities of AI assistants, including independent implementation modules for specific functions such as educational course queries.

This project is a Model Context Protocol (MCP) server implementation for terminal commands, allowing terminal commands to be executed in a specified directory through Claude configuration.

An implementation of the MCP server for Apache Doris, providing model context protocol services and supporting running through the command line and development mode.

The Databricks MCP Server is a service based on the MCP protocol that allows LLM tools to interact with the Databricks platform, providing management functions for clusters, jobs, notebooks, etc.

Code Index MCP is a code indexing and analysis server based on the Model Context Protocol (MCP), providing functions such as code search, file analysis, and intelligent filtering. It supports multiple programming languages and helps developers efficiently manage codebases.

MCP Ayd Server is a model context protocol server designed for Ayd, allowing clients to query Ayd's status information through the MCP protocol.

MCP API Connect is a tool that connects any REST API through the Model Context Protocol (MCP) server. Users can quickly access it by providing the API documentation and key.

This project is a YouTube music control server based on the Model Context Protocol, which implements music search and playback functions through an AI model and supports cross - platform operations (mainly for Chrome automation on macOS).

An MCP protocol server that integrates AI agents with MagicPod

Snowflake MCP Service is a server that implements the Model Context Protocol (MCP), providing the ability for MCP-compatible clients to access Snowflake databases. It supports two authentication methods: password and key pair, and includes core functions such as connection management and query processing.

An implementation of the Model Context Protocol (MCP) server based on RabbitMQ, allowing MCP clients to interact with queues and topics in RabbitMQ instances.

A Medullar space data retrieval server based on the MCP protocol, providing the function of obtaining user space data.