# MCP protocol

This project is an implementation of a Model Context Protocol (MCP) server interface for Rust documentation on Docs.rs, which can expose Rust documentation content to MCP - compatible clients (such as the Claude desktop version). Currently, the project has stopped maintenance but is still functional.

A basic MCP server for AI clients to interact with etcd

A service based on the Model Context Protocol (MCP) that provides AI assistants with the ability to access and analyze AWS CloudWatch logs, supporting functions such as log search, summary generation, and error pattern recognition.

A Python implementation of an MCP server for Bitbucket integration, providing a variety of Bitbucket operation tools, such as repository management, branch operations, file reading and writing, etc., supporting local running and secure interaction with AI applications.

An MCP server that provides read-only access to the Snowflake database, enabling data query functions through a secure protocol

The Scenario.com MCP Server project provides API services for text-to-image generation and image background removal.

An MCP protocol server that interfaces with POKEAPI, providing a tool service to obtain Pokemon information through JSON - RPC.

An MCP server based on Aider, providing AI programming capabilities and supporting multiple models and transport protocols.

A hot news server based on the MCP protocol that aggregates real - time hot topics from 9 major Chinese mainstream social platforms and news websites, supporting AI model integration and popularity index display.

The MOEX Stocks & News MCP Server is an interface service based on the Model Context Protocol, which provides functions for querying and analyzing stock quotes and financial news of the Moscow Exchange, and supports integration with large language models.

An MCP server that provides Hacker News data, supporting the retrieval of popular, best, and latest stories, as well as user information

The MySQL MCP Server is a MySQL database operation server based on the MCP protocol, providing a set of tools for AI models to interact with MySQL, supporting various database operations and data analysis functions.

An MCP server based on TypeScript, integrating the Google Gemini Pro model

A server based on the MCP protocol that utilizes the built-in Google Search function of Gemini to provide real-time web search services, supporting two access methods, Google AI Studio and Vertex AI.

An MCP server implementation based on Kotlin that integrates the Spotify Web API and provides functions such as playback control, playlist management, and user information retrieval.

Baidu Maps MCP Server is the first domestic map service compatible with the MCP protocol, offering 10 standardized API interfaces such as geocoding and route planning, supporting quick access via Python and Typescript, and enabling agents to implement map - related functions.

The Telegram MCP server is a bridge connecting the Telegram API with AI assistants. Based on the Model Context Protocol (MCP), it provides read-only access to the Telegram API.

GeminiMcpServer is an MCP server that connects LM Studio with the Google Gemini API, supporting image generation and multimodal task processing.

An MCP server that provides context optimization tools for AI programming assistants, saving context space and improving assistant efficiency by accurately extracting information instead of processing a large amount of terminal output and files.

The AFFiNE MCP server is a middleware based on the Model Context Protocol, providing seamless integration with self - hosted or cloud - based AFFiNE instances, and supporting more than 30 functions such as document, workspace, and user management through a standardized interface.

Homelab MCP is a collection of Model Context Protocol servers used to manage and monitor home lab infrastructure through Claude Desktop. It supports multiple services such as Docker, Ollama, Pi-hole, Unifi, and UPS, and offers both unified and independent deployment modes.

The KiCad MCP project integrates the MCP protocol into the KiCad electronic design software. Through the built - in MCP server and client, it provides AI - assisted functions for PCB and schematic editors.

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.

A server implementation based on the Model Context Protocol (MCP) for integrating with Recraft.ai services, enabling AI assistants to generate images using Recraft's API through the MCP framework.

The Symbol blockchain MCP server provides REST API tool support

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.

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

An AI agent server based on the Model Context Protocol (MCP), providing system prompt management and tool expansion functions, supporting the creation, management, and version control of AI agents.

Flux ImageGen MCP Server is a dedicated server based on the Model Context Protocol (MCP), focusing on providing image generation and processing functions through Pollinations AI. It supports generating image URLs from text prompts, directly generating images, and managing multiple image generation models.