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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • a2a-mcp-tutorial

    95

    A tutorial on how to use Model Context Protocol by Anthropic and Agent2Agent Protocol by Google

    Python
  • mcp_on_ruby

    94

    💎 A Ruby implementation of the Model Context Protocol

    Ruby
  • UnityMCPIntegration

    93

    This repository provides a seamless integration between Model Context Protocol (MCP) and Unity, enabling AI assistants to understand and interact with Unity projects in real-time. AI can access scene data,

    C#
  • vectorize-mcp-server

    93

    This repository provides a Model Context Protocol (MCP) server that integrates with Vectorize for vector retrieval and text extraction. It enables advanced document processing and search functionalities using the Vectorize platform.

    JavaScript
  • mcp-windows-desktop-automation

    91

    This repository offers a TypeScript MCP server for automating Windows desktop tasks using AutoIt, exposing its functions as tools for LLM applications. It supports file access, screenshots, and common automation prompts.

    TypeScript
  • bsc-mcp

    88

    The BNB Chain MCP Server is a backend service for executing secure transactions on the Binance Smart Chain, including BNB and BEP-20 token transfers, and smart contract interactions.

    TypeScript
  • gtasks-mcp

    88

    This repository provides an MCP server that integrates with Google Tasks, enabling users to list, search, create, update, and delete tasks, as well as manage task lists. This repository provides

    TypeScript
  • mcp-server-and-gw

    87

    This repository provides a bridge, server, and client for connecting Claude Desktop to remote servers via HTTP SSE, enabling independent server development and faster iteration cycles. This repository provides a

    TypeScript
  • mcp-vegalite-server

    86

    This repository provides a Model Context Protocol (MCP) server that enables LLMs to visualize data using Vega-Lite. It offers tools to save data and generate visualizations, returning either Vega-Lite specifications

    Python
  • terminal-controller-mcp

    86

    This repository provides a Model Context Protocol (MCP) server, enabling secure terminal command execution, directory navigation, and file system operations through a standardized interface. It supports cross-platform functionality and offers security measures.

    Python
  • TRAVEL-PLANNER-MCP-Server

    86

    This repository provides a Travel Planner Model Context Protocol (MCP) server that enables LLMs to interact with Google Maps for travel-related tasks like searching places, getting details, and calculating routes.

    JavaScript
  • gossiphs

    85

    "Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rust. Based on tree-sitter and git analysis. Support MCP and ready for AI🤖

    Rust
  • frappe_mcp_server

    85

    A server that implements the Anthropic Model Control Protocol (MCP) server for accessing Frappe.

    TypeScript
  • mcp-web-ui

    84

    MCP Web UI is a web interface for interacting with LLMs, offering a unified platform for multiple providers, real-time chat, flexible configuration, and advanced context handling. MCP Web UI is

    Go
  • discord-mcp

    83

    This repository provides a Model Context Protocol (MCP) server for the Discord API, enabling integration of Discord bots with MCP-compatible applications like Claude Desktop. It allows users to retrieve server

    Java
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