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

    537

    The mcp-pandoc repository hosts a Model Context Protocol server that leverages pandoc for document format conversion, enabling transformation between various formats while preserving structure and formatting; PDF support is under development.

    Python
  • mcp-server-data-exploration

    536

    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
  • gateway

    530

    CentralMind Gateway simplifies exposing databases to AI agents via MCP or OpenAPI. It generates AI-optimized APIs, filters sensitive data for compliance, and provides fast, secure data access for LLM-powered applications.

    Go
  • mcp-youtube

    523

    This repository uses yt-dlp to download YouTube subtitles and connects them to claude.ai via the Model Context Protocol, allowing Claude to summarize YouTube videos when prompted with the video URL.

    JavaScript
  • n8n-workflow-builder

    519

    This repository provides an MCP server for managing n8n workflows, enabling users to list, create, update, and control workflow states using npm. Configuration relies on environment variables and a JSON settings file.

    JavaScript
  • youtube-mcp-server

    517

    This repository provides a Model Context Protocol (MCP) server for YouTube, enabling AI language models to interact with YouTube content through a standardized interface. It supports video, transcript, channel, and playlist management.

    TypeScript
  • mcp-send-email

    511

    This repository provides a simple MCP server that leverages Resend's API to send emails directly from Cursor or Claude Desktop, eliminating copy-pasting. It supports plain text, HTML emails, scheduling, CC/BCC,

    TypeScript
  • mcp-server-bash-sdk

    507

    Yes Mcp server in bash

    Shell
  • copilot-mcp

    489

    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
  • mcp-hub

    489

    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
  • mcp-gsuite

    486

    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
  • mcp-server-motherduck

    482

    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
  • docker-mcp

    480

    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
  • docfork-mcp

    478

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

    JavaScript
  • 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
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