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

    289

    MCP Server for Facebook ADs Library - Get instant answers from FB's ad library

    Python
  • video-editing-mcp

    287

    This repository provides a server for uploading, editing, searching, and generating videos using Video Jungle, leveraging custom URIs and metadata for efficient video management and edit creation. This repository provides

    Python
  • mcp-openapi-server

    286

    This repository provides an OpenAPI MCP server, enabling Large Language Models to interact with REST APIs defined by OpenAPI specifications through the Model Context Protocol. It simplifies API discovery and

    JavaScript
  • wikipedia-mcp

    285

    A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

    Python
  • mcp-gdrive

    284

    This repository provides an MCP server integrating with Google Drive, enabling file listing, reading, searching, and Google Sheets manipulation through tools for reading and updating spreadsheet data. This repository provides

    TypeScript
  • mcp-mongo-server

    283

    The MCP MongoDB Server provides LLMs access to MongoDB databases, enabling schema inspection and operation execution through a Model Context Protocol, and supports read-only mode for enhanced safety.

    JavaScript
  • dify-mcp-server

    280

    This repository provides a Model Context Protocol (MCP) server implementation for integrating Dify workflows, enabling their invocation through MCP tools with configuration via a `config.yaml` file. This repository provides a

    Python
  • mcp-reasoner

    276

    The MCP Reasoner enhances Claude Desktop with Beam Search and Monte Carlo Tree Search (MCTS) algorithms, including experimental alpha variations, to improve its complex problem-solving capabilities by incorporating policy and search methods.

    TypeScript
  • osp_marketing_tools

    273

    This repository offers marketing tools for LLMs, based on Open Strategy Partners' methodologies and the Model Context Protocol, to create value maps, taglines, position statements, and more for effective product communication.

    Python
  • mcp-trader

    273

    The MCP Trader Server repository provides a Model Context Protocol server equipped with tools for stock analysis and trading, including technical analysis, relative strength calculations, and position sizing.

    Python
  • win-cli-mcp-server

    268

    This repository provides an MCP server for Windows, enabling secure command-line interactions via PowerShell, CMD, Git Bash, and SSH. It allows controlled access for MCP clients to perform operations on your system.

    JavaScript
  • Google-Search-MCP-Server

    252

    MCP Server built for use with VS Code / Cline / Anthropic - enable google search and ability to follow links and research websites

    TypeScript
  • firebase-mcp

    248

    This repository provides a Model Context Protocol (MCP) server that enables LLM clients to interact with Firebase services like Authentication, Firestore, and Storage. It allows LLMs to access Firebase data and tools.

    TypeScript
  • mcp-telegram

    247

    MCP Server for Telegram

    Python
  • mcp-compass

    245

    MCP Compass is a discovery and recommendation service that helps AI assistants find and understand Model Context Protocol servers using natural language queries. It simplifies discovering the right tools for specific tasks.

    JavaScript
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