# MCP protocol

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.

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 Model Context Protocol (MCP) server built on the mcp-framework, providing various modeling tools and resource management functions

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.

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

This is a bilingual visual novel game server supporting multi - branch storylines, which can be used as a learning resource for the MCP protocol, supporting YAML - format script writing and expansion.

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

A tool for text translation using the MCP protocol

An MCP server implementation based on the Cloudflare Flux 1 Schnell AI model, providing a service interface for text-to-image generation.

An MCP server based on TypeScript that provides access to the Pixabay image search API

MCP integration for UploadThing, supporting AI assistants to upload files via the MCP protocol.

An API server that provides an interface for interacting with n8n workflows through the MCP protocol, supporting listing workflows, triggering workflows with custom data, and integrating with MCP clients such as Claude.

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

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.

MCP server for the MegaBird project

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

An MCP server that provides time and time zone conversion functions, supporting getting the current time and cross - time - zone time conversion, and automatically detecting the system time zone.

This is a Docker-based Python server template that implements the Model Context Protocol (MCP), built with the FastMCP library, and supports real-time interaction with large language models (LLMs) through Server-Sent Events (SSE).

This is a simple PostgreSQL MCP server template project designed to help developers quickly build their own MCP servers. The project provides tools, resources, and prompt templates for interacting with the PostgreSQL database, supporting querying database content through natural language.

MegaTool is a multi-functional command-line tool that integrates multiple practical services through the MCP protocol

An MCP server that enables human-machine interaction via Discord, allowing AI assistants to ask humans for input or judgment when needed.

An MCP server connecting Claude Desktop with government open data

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 high - performance backend for 12306 train ticket queries based on the MCP protocol, supporting queries for remaining tickets, stations, stop stations, transfers, and intelligent time tools, suitable for AI/automation scenarios

A tool for interacting with Gmail via the MCP protocol, providing functions such as email listing, searching, and retrieval.

A server that runs Postman collections through the MCP protocol, supporting Newman to execute API tests and return detailed results

An example server based on the MCP protocol in Swift, communicating with applications such as Claude Desktop through standard input/output, demonstrating the tool registration and invocation functions.

MCP-Twikit is a Model Context Protocol (MCP) server for interacting with Twitter. It supports automatic installation through Smithery or manual configuration, provides functions such as searching for tweets and retrieving timelines, and supports advanced applications such as sentiment analysis.

This project demonstrates how to use the MCP protocol to interact with OpenAI, Azure OpenAI, and GitHub models in Azure container applications. It provides a simple terminal application demonstration for interacting with the TODO list agent. The project includes core components such as the MCP host, client, server, LLM provider, Postgres database, and toolset.

A TypeScript server that connects Hevy fitness data with language models and provides tools for fitness history, training progress, and personal records through the MCP protocol.