# MCP Protocol

This is an MCP server based on OmniParser that can analyze screen content and automatically operate the GUI interface, mainly running on the Windows system.

A memory bank server based on the Model Context Protocol (MCP) for cross - session management of project documents and context, helping AI agents (such as Claude) maintain consistent project knowledge through structured JSON - formatted global and branch - specific memory banks.

A lightweight implementation of the MCP server that exposes custom tools via SSE for AI client integration.

An MCP server project that supports interaction between AI assistants and the macOS version of the ChatGPT desktop application, enabling cross - application command sending and response retrieval.

Mail MCP is an email tool based on the MCP protocol that allows AI models to access email services through standardized interfaces, supporting functions such as sending, receiving, and managing emails and attachments.

A TypeScript - based MCP server for analyzing GitHub Pull Requests.

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.

The FIWARE MCP Server is a bridge that connects the Context Broker and other services, providing basic interaction operations and tools.

The Hypernym MCP Server provides semantic text analysis and compression tools through the standard MCP interface, helping LLMs access advanced semantic classification and compression functions.

CData's Shopify MCP Server project exposes Shopify data in a relational SQL model through the JDBC driver, building a read-only MCP server that enables LLMs to query real-time data using natural language.

A service implementation for retrieving data such as PDF from AWS S3 via the MCP protocol

A service that allows AI assistants to control Apple Shortcuts through the MCP protocol

An example of a weather information MCP server based on Node.js, which can obtain weather alert and forecast data for the United States through the Model Context Protocol.

The project aims to connect RAG applications to open-webui through the MCP protocol to achieve model context interaction, including basic PoC verification, knowledge base integration, and client docking.

An open - source MCP document management server that provides document crawling, indexing, and search functions

An MCP server based on TypeScript, providing real-time web search services through OpenAI's web search preview feature.

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.

MCP Flight Search is a flight search service based on the Model Context Protocol (MCP). It implements flight query functions by integrating SerpAPI Google Flights, supports one-way and round-trip flight searches, and provides an MCP-compatible tool interface.

The MCP Weather Server is a weather service application built on the Model Context Protocol (MCP), providing access to real-time weather data and alerts. It obtains weather forecasts and alerts for the US through the US National Weather Service (NWS) API and seamlessly integrates with AI assistants as an MCP server.

This is an MCP demonstration server based on FastMCP, used to host the documentation service of Clever Cloud. The project supports connection through an MCP client and provides development and testing tools.

An MCP protocol server implementation based on Pyodide, providing Python code execution capabilities for large language models

A Git server based on the Model Context Protocol that provides a standardized Git repository management interface for AI assistants and LLM agents

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 server designed for the Flow EVM blockchain, providing a simplified interface for interacting with Flow EVM, supporting operations such as querying network information, account balance, and sending transactions.

The Nano Currency MCP Server is an MCP protocol server that provides Nano cryptocurrency transaction functions for AI agents, supporting sending Nano, querying account and block information.

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

Claude Terminal Monitoring Plugin, enabling real-time terminal output monitoring via the MCP protocol

AbletonMCP is an integration tool that connects Ableton Live and Claude AI. It enables two - way communication via the Model Context Protocol (MCP), allowing AI to directly control and operate Ableton Live for music creation and production.

The XRPL MCP Service is a model context protocol server based on FastAPI, providing comprehensive XRPL ledger interaction functions, including account query, transaction operations, decentralized exchange, and NFT management services.

A local server project based on the MCP protocol, supporting custom tool integration