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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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  • blender-mcp-vxai

    299

    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
  • rust-docs-mcp-server

    292

    🦀 Prevents outdated Rust code suggestions from AI assistants.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

    292

    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
  • facebook-ads-library-mcp

    289

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

    Python
  • wikipedia-mcp

    285

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

    Python
  • 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
  • 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
  • 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
  • xiyan_mcp_server

    241

    XiYan MCP Server is a Model Context Protocol server enabling natural language queries to databases, powered by XiYan-SQL, a state-of-the-art text-to-SQL system on open benchmarks. It offers various resources, including

    Python
  • PIXRA

    239

    Pixelize the real world on-chain

    Java
  • uber-eats-mcp-server

    235

    This repository provides a proof-of-concept MCP server built on top of Uber Eats, enabling seamless integration between LLM applications and external tools using the Model Context Protocol. This repository provides

    Python
  • mcp-server-wazuh

    233

    MCP Server for Wazuh SIEM

    Rust
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