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The Model Context Protocol (MCP) is an open standard for AI model communication.
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AI servers

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  • mcp-server-apple-shortcuts

    351

    This repository provides an MCP server enabling AI assistants like Claude to control Apple Shortcuts on macOS, allowing them to list and run shortcuts for safe and controlled automation.

    JavaScript
  • hass-mcp

    344

    Hass-MCP is a Model Context Protocol server that integrates Home Assistant with AI assistants like Claude, enabling them to query, control, and summarize smart home devices and automations.

    Python
  • mcp

    336

    Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration

  • mcp-llm-bridge

    333

    This repository provides a bridge connecting Model Context Protocol (MCP) servers to OpenAI-compatible LLMs, enabling the use of MCP-compliant tools with models like GPT-4o through a standardized interface.

    Python
  • facebook-ads-library-mcp

    307

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

    Python
  • blender-mcp-vxai

    300

    Blender MCP VXAI allows controlling Blender with natural language via MCP Clients, enabling users to create and modify 3D models, animations, and scenes efficiently. It bridges AI language models and 3D creation.

    Python
  • wikipedia-mcp

    298

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

    Python
  • rust-docs-mcp-server

    297

    🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

    Rust
  • mcp-server

    294

    This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

    Python
  • dify-mcp-server

    281

    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

    277

    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

    272

    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
  • Google-Search-MCP-Server

    256

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

    TypeScript
  • mcp-telegram

    252

    MCP Server for Telegram

    Python
  • mcp-compass

    244

    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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