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

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AI servers

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  • xiaozhi-esp32-server

    9908

    ESP32 server backend. Enables quick setup of ESP32 device control.

    Python
  • voltagent

    9814

    Open Source TypeScript AI Agent Framework

    TypeScript
  • mcp-go

    8850

    MCP Go is a Go implementation of the Model Context Protocol, enabling seamless integration between LLM applications and external data sources and tools. It simplifies building great tools by handling

    Go
  • kreuzberg

    8572

    A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

    Rust
  • git-mcp

    8217

    No description provided

    TypeScript
  • deep-searcher

    7905

    Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

    Python
  • lamda

    7849

    No description provided

    Python
  • agent-squad

    7677

    Flexible and powerful framework for managing multiple AI agents and handling complex conversations

    Python
  • code2prompt

    7439

    A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

    MDX
  • refly

    7417

    The world's first open-source "Vibe Workflow" platform for complex tasks.

    TypeScript
  • microsandbox

    6785

    Self-Hosted Plaform for Secure Execution of Untrusted User/AI Code

    Rust
  • stitch-skills

    6234

    A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.

    TypeScript
  • whatsapp-mcp

    5835

    WhatsApp MCP server

    Go
  • jscpd

    5819

    Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill and MCP server.

    TypeScript
  • klavis

    5763

    **Option 1 (Focus on integration):** Open Source MCP integration library for AI apps. (Klavis AI) **Option 2 (Focus on context):** Klavis AI's Open Source MCP: Context management for AI application

    Python
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