# MCP protocol

BrowserTools MCP is a powerful browser monitoring and interaction tool that enables AI applications to capture and analyze browser data through Chrome extensions and a local Node server, and is compatible with multiple MCP clients.

Provide a virtual machine environment based on Magalu Cloud, enabling code execution and virtual resource interaction through the Model Context Protocol (MCP). Support the secure integration of LLMs with sandboxed VMs to enhance agent capabilities.

The Redis MCP server is a server that implements the Redis Model Context Protocol, allowing LLMs to interact with Redis key - value storage through standardized tools.

This project is an implementation of the MCP server based on TypeScript. It uses Server-Sent Events (SSE) for real-time message transmission and conducts secure authentication through Bearer Token. It supports real-time communication with clients such as LLM hosts and provides four basic math tools as examples.

An MCP server implementation that provides git-spice document search functionality for the Cursor IDE

An elegant and efficient MCP server for managing motivational quotes, supporting seamless integration with MCP clients such as Claude for Desktop and providing complete CRUD functionality.

A simple example project of an MCP Server that implements weather query and message push functions through the Gaode Weather API and DingTalk robot

An MCP server application built on the Apache Superset REST API, implementing database query functions through large models

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

A secure MCP server implementation for executing controlled command-line operations with comprehensive security features.

A Webex MCP server implemented based on TypeScript, which supports integration with Webex API and provides model context protocol services.

A CLI tool that converts Markdown documents into an MCP server, enabling AI assistants to access and search document content.

MCP protocol server based on InterSystems IRIS

UML-MCP is a server that supports multiple diagram generations. It enables seamless integration with AI assistants through the MCP protocol and provides the function of generating multiple diagram types such as UML and Mermaid.

Text-to-speech server based on MCP

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.

An MCP integration server for Azure OpenAI DALL-E 3, providing image generation and download functions

A simple calculator service based on a custom model context protocol (MCP), supporting basic arithmetic operations and deployed via Docker containers.

BNBChain MCP is a plug-and-play tool server that supports functions such as BNB transfers, BEP-20 token operations, and smart contract interactions on Binance Smart Chain, and integrates Claude Desktop and developer tools.

The MetaTool MCP Server is a proxy server used to connect multiple MCP servers and forward tool calls to the appropriate servers. It is used in conjunction with the metatool-app to provide GUI tool management functions. The project is deprecated, and the Node.js alternative version is recommended.

This project is a Dify plugin that exposes Dify workflows to AI clients through the MCP protocol, supporting tool auto - discovery and stateless service mode.

A server project that interacts with MySQL databases through the MCP protocol, providing functions for database table query, data reading, and SQL execution, and supporting the WSL environment.

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

A simple Python client for connecting to the arXiv MCP server for paper search, using the Groq language model to process queries and providing a chat interaction interface.

A Notion API server based on the MCP protocol that converts the functions of the Notion SDK into a toolset, enabling large language models to directly manipulate Notion content through natural language instructions.

Provide tools for direct interaction with Gamecube games in the Dolphin emulator via the MCP protocol

A blockchain - based AI MCP server project that supports installing dependencies and running services through the uv tool and can be integrated into the Claude desktop application.

An example of an MCP server for weather information based on Node.js, providing query functions for weather alerts and forecasts in the US

An experimental weather information scraping project based on the MCP protocol, using OpenAI's lightweight LLM and FastAPI to obtain and structure real-time weather data from open web sources, exploring the ability of LLM as an intelligent agent to process unstructured web data.

The MCP Continuity Server is a project state management and continuous development tool based on the MCP protocol, providing functions such as project state initialization, repository analysis, and continuity prompt generation.