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

    301

    MemoryMesh is a knowledge graph server for AI models, ideal for text-based RPGs and interactive storytelling, helping AI maintain consistent, structured memory across conversations for richer interactions. MemoryMesh is a

    TypeScript
  • hermes-mcp

    301

    Elixir Model Context Protocol (MCP) SDK

    Elixir
  • RetroMCP-Java

    300

    A rewrite of MCP to provide support for many versions of Minecraft which were never supported by original MCP

    Java
  • mcp-server-airbnb

    299

    This repository provides an MCP server for searching Airbnb listings and retrieving detailed information about specific listings using tools like `airbnb_search` and `airbnb_listing_details`. No API key is required.

    JavaScript
  • mcp-sse

    298

    This repository demonstrates an SSE-based Model Context Protocol (MCP) server and client pattern, enabling decoupled processes for cloud-native agent interactions with tools like weather forecasting. It uses tools from the

    Python
  • automcp

    298

    Easily convert tool, agents and orchestrators from existing agent frameworks to MCP servers

    Python
  • mcp-graphql

    295

    The mcp-graphql repository provides a Model Context Protocol server that enables LLMs to interact with GraphQL APIs by offering schema introspection and query execution capabilities, facilitating dynamic API usage.

    TypeScript
  • mcp-nixos

    295

    MCP-NixOS - Model Context Protocol Server for NixOS resources

    HTML
  • mcprouter

    288

    The mcprouter repository provides a proxy and API server for MCP (Managed Configuration Protocol) servers, enabling interaction with MCP clients like Cursor by routing requests and managing configurations through a defined API.

    Go
  • mcp-servers-hub

    288

    This repository is a centralized hub for Model Context Protocol (MCP) servers, offering a comprehensive catalog of open-source and proprietary options with features, documentation, and contributors. A webpage provides an

  • aws-mcp

    285

    AWS MCP is a Model Context Protocol server that allows AI assistants like Claude to interact with your AWS environment using natural language for querying and managing resources. It offers

    TypeScript
  • mcp-webresearch

    281

    This repository provides an MCP server for web research, integrating Google search, webpage content extraction, research session tracking, and screenshot capture for use with the Claude Desktop app.

    JavaScript
  • mcp-git-ingest

    280

    The MCP Git Ingest repository provides a Model Context Protocol server that reads GitHub repository structures and important files, offering tools to analyze directory structure and file contents for code understanding.

    Python
  • llm-context.py

    278

    LLM Context helps developers inject relevant code/text content into LLM chats. It uses `.gitignore` patterns for file selection and offers clipboard workflow and direct LLM integration via the Model Context Protocol.

    Python
  • blender-mcp-vxai

    278

    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
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