# 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.

An MCP server that provides powerful search capabilities for Jewish texts, supporting full - text retrieval, advanced query syntax, and relevance scoring.

A simple MCP server implemented in Go language, which communicates with AI models using the JSON - RPC 2.0 protocol through standard input and output streams.

A basic MCP server for AI clients to interact with etcd

An MCP server based on TypeScript that implements a simple note system, providing note resource management, creation tools, and summary generation functions.

OpsNow MCP Cost Server is an MCP - protocol - based service that provides OpsNow cost data to desktop applications such as Claude

A Spotify server based on the MCP protocol that allows interaction with a Spotify account via Claude, enabling functions such as searching for songs, creating playlists, and getting recommendations.

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 quick-start example project for an MCP weather service, providing a weather service implementation based on the Kotlin SDK

A lightweight MCP server that allows large language models to interact with SQLite databases autonomously

MCProto is a Ruby gem for chaining MCP servers with Ruby code to build custom solutions. It supports creating multiple server instances and achieving functional combinations through chained calls.

A time zone conversion and time operation server built based on the MCP protocol standard, providing multi - time zone current time query and time zone conversion functions.

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.

A Java - based Excel operation service that implements the Model Context Protocol (MCP), providing functions such as reading Excel file header information, data rows, and worksheet names, and supporting performance caching and multi - workspace verification.

An Arduino development tool bridging service based on FastMCP, providing arduino - cli function management through the Model Context Protocol (MCP), supporting operations on sketches, development boards, library files, and WireViz circuit diagram generation.

A Python - based LINE MCP server that allows language models to read and analyze LINE conversation messages through a standardized interface. The project uses the FastAPI framework, supports text, sticker, and image message processing, and provides core functions such as message storage and API endpoints.

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

MCP server connection project for Ardour 9 DAW

The official MCP server of phospho, implementing the model context protocol, supporting the control of physical robots through natural language, and providing functions for performing actions and camera image streaming.

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

The NAP MCP Server is an implementation based on the Model Context Protocol (MCP) that provides a standardized way to interact with the NAP API through MCP tools, supporting functions such as project management, workflow creation, and import/export.

A financial data crawler tool based on Playwright, supporting multi - website queries and the MCP protocol, providing table data crawling and large language model calling functions.

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

This project implements an MCP protocol server that provides a web search tool based on OpenRouter and can generate concise and real - time answers.

An MCP server that provides access to JSR module documentation, obtaining and returning module documentation information through the Deno documentation API.

An MCP server implementation based on the ElevenLabs Scribe speech-to-text API, providing real-time transcription, file transcription, context management, and two-way streaming communication capabilities.

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

The Outlook MCP server is a service that provides a standardized interface, allowing LLMs and other MCP clients to read, search, and manage emails through Microsoft Outlook. It supports functions such as folder management, email listing, search, viewing details, composing, and replying.

The Explorium MCP Server is a service based on the Model Context Protocol that connects AI assistants to the Explorium business database and provides enterprise data query functionality.

mcp-gateway-go is a lightweight gateway based on Go that can convert MCP servers with standard input/output to SSE endpoints for real-time HTTP communication with clients (such as browsers or AI agents).