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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • mcp-server-data-exploration

    544

    MCP Server is a tool for interactive data exploration, acting as a personal data scientist assistant. It turns datasets into actionable insights, allowing users to explore data with specified topics

    Python
  • mcp-server-motherduck

    540

    This repository provides an MCP server that integrates MotherDuck and local DuckDB, enabling SQL analytics for Claude. It features hybrid execution, cloud storage integration, and serverless architecture, allowing users to

    Python
  • kicad-mcp

    536

    This repository provides a Model Context Protocol (MCP) server for KiCad, enabling communication with MCP-compliant clients like Claude Desktop for natural language interaction with KiCad projects. It supports macOS, Windows, and Linux.

    Python
  • mcp-hub

    525

    MCP Hub is a centralized manager for Model Context Protocol servers, offering dynamic server management, a REST API, a server marketplace, real-time status tracking, and client connection management.

    JavaScript
  • prometheus-mcp-server

    525

    This repository provides a Model Context Protocol (MCP) server for Prometheus, enabling AI assistants to query and analyze Prometheus metrics through standardized interfaces. It supports PromQL execution, metric discovery, and authentication.

    Python
  • mcp-server-bash-sdk

    515

    Yes Mcp server in bash

    Shell
  • copilot-mcp

    508

    This VSCode extension acts as a Model Context Protocol (MCP) client, integrating MCP tool servers with GitHub Copilot Chat. It enables tool discovery, server management, and real-time monitoring for interoperable AI applications.

    TypeScript
  • docker-mcp

    504

    Docker-mcp is a Model Context Protocol (MCP) server that uses Claude AI to manage Docker containers and compose stacks. It enables container creation, deployment, log retrieval, and status monitoring for

    Python
  • studio-rust-mcp-server

    502

    Standalone Roblox Studio MCP Server

    Rust
  • mcp-gsuite

    491

    This repository provides an MCP server, designed to interact with Google products like Gmail and Calendar, offering functionalities such as email management, event scheduling, and multiple account support.

    Python
  • awesome-mcp-devtools

    487

    A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.

  • docfork-mcp

    484

    @latest docs for 9000+ libraries in your AI code editor, with a single MCP.

    JavaScript
  • atlas-mcp-server

    481

    ATLAS is a task management system for LLM Agents, built on a three-tier architecture, that allows users to manage projects, tasks, and knowledge with defined schemas and completion requirements.

    TypeScript
  • create-python-server

    477

    This repository provides a tool to quickly create Model Context Protocol (MCP) server projects with zero configuration, leveraging uvx for package management and the MCP Python SDK for server structure.

    Python
  • applescript-mcp

    467

    MCP server that execute applescript giving you full control of your Mac

    JavaScript
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