# MCP Protocol

A browser automation proxy tool based on the MCP protocol

An MCP server based on DALL-E 3, providing high-quality image generation functions, supporting multiple size, quality, and style configurations, and having automatic file management and error handling capabilities.

FastAPI-MCP is a toolkit that automatically exposes FastAPI endpoints as MCP protocol tools without configuration, supporting the rapid construction of MCP servers and connection with client proxies.

The Alibaba Cloud Function Compute MCP Server project supports integrating Function Compute capabilities into proxy applications such as Cursor and Claude through the MCP protocol, providing rapid deployment and management functions.

The Vilnius Public Transportation MCP Server project provides large language models with the ability to access real-time traffic data through the MCP protocol.

The Locust-MCP-Server is a load testing server based on the Model Context Protocol framework, supporting seamless running of Locust performance tests through an AI development environment, providing configurable test parameters and real-time execution output.

VS Code extension bridging the MCP protocol service of Claude Desktop

This project guides you on how to build a client-host-server system based on the MCP protocol, including a FastAPI server, an MCP client, and an SSE streaming server. It enables the interaction of resources, tools, and prompts and supports integration with the Claude desktop application.

A weather information MCP server based on TypeScript, providing access to weather data resources, tools for obtaining and updating weather information, and the function of generating weather summaries.

A microCMS search server supporting the MCP protocol, used to retrieve and obtain microCMS content from LLMs.

The MCP server of Langfuse Prompt Management, which enables access and management of Langfuse prompts through the Model Context Protocol.

The LangChain MCP client is a project that demonstrates how to use MCP server tools through the LangChain ReAct agent. It supports flexible selection of LLM models and enables dynamic interaction via the CLI.

This project includes two servers based on the Model Context Protocol (MCP): an IoT device control server and a memory management server. The IoT server provides device control, status query, and real-time update functions, suitable for scenarios such as smart homes and industrial IoT; the memory management server provides long-term memory storage and semantic search functions, suitable for fields such as conversation history and knowledge management.

Tavily MCP is an open-source project that enables AI systems to seamlessly connect to Tavily's search and data extraction tools through the Model Context Protocol (MCP) standard, providing AI assistants like Claude with the ability to access real-time web information. The project offers search, extraction, mapping, and crawling tools and supports multiple client configurations.

Distri is a Rust-based composable AI agent framework that supports building and combining intelligent agent capabilities through the MCP protocol, offering modular design and high efficiency.

MCP TAVILY SEARCH is a service based on the Model Context Protocol (MCP) that provides search functionality through Tavily. It supports quick installation and configuration, can be run via the command line or Docker, and provides debugging tools. The main functions include news search, supporting parameter configuration such as keywords, time ranges, and quantity limits.

OmniMind is an open - source Python library designed to simplify Model Context Protocol (MCP) integration and support the development of AI agents, workflows, and automation. It offers plug - and - play functionality, has built - in multiple tools, and provides intelligent responses based on Google Gemini, making it suitable for developers and beginners to quickly build AI applications.

A tool for accessing the virtual machine command line via the MCP protocol, providing a Web terminal and automatic tunneling function.

This is a demonstration repository created through the GitHub MCP server, showcasing the functions of the MCP server, GitHub API integration, and multi-language support.

An MCP server project for interacting with the Bilibili API, providing search functionality and system integration capabilities.

An example Python server project based on the Model Context Protocol, providing BMI calculation and weather query tool functions for LLMs such as Claude AI.

MCP - Codex is a tool orchestration service based on the Model Context Protocol (MCP). It realizes the dynamic discovery and invocation of tools for AI assistants through the intelligent agent 'The Librarian', solving the problem that traditional MCP requires restarting to add new tools. Although the project has stopped development, its architectural design still has reference value in the field of AI tool orchestration.

A server tool that helps users access and query databases through Legion Query Runner and the MCP protocol

This is an MCP (Model Context Protocol) server plugin developed for the Binary Ninja reverse engineering tool, providing various disassembling and analysis functions, supporting interaction with clients through the MCP protocol, and realizing the automation of binary file analysis.

An MCP service based on Swift that controls applications via the macOS accessibility API, supports operations such as opening applications, clicking, and inputting text, and is compatible with MCP clients like Claude Desktop.

The Revit - MCP tool library provides comprehensive automated interaction functions for Autodesk Revit, enabling deep integration between AI assistants and Revit via the MCP protocol.

A lightweight clipboard server based on the MCP protocol, providing secure API token authentication and clipboard content management functions.

MCP Server and Client Project

The Symbol Blockchain MCP server provides support for REST API tools

An example of a time server based on the MCP protocol, providing the function of getting the current time and supporting time zone parameters.