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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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  • deep-research

    4103

    No description provided

    JavaScript

  • ruoyi-ai

    4079

    RuoYi AI 是一个全栈式 AI 开发平台，旨在帮助开发者快速构建和部署个性化的 AI 应用。

    Java

  • casibase

    4074

    ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports Ch

    Go

  • microsandbox

    3809

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

    Rust

  • learn-agentic-ai

    3676

    This repository provides learning materials for the Panaversity Certified Agentic & Robotic AI Engineer program, covering AI-201 and AI-202 courses focused on building conversational and autonomous AI agents.

    Jupyter Notebook

  • LitServe

    3579

    **Concise Description:** Deploy agents, models, RAG & pipelines easily. MCP server simplifies AI deployment. No YAML/MLOps needed.

    Python

  • voltagent

    3485

    Open Source TypeScript AI Agent Framework

    TypeScript

  • mcp-feedback-enhanced

    3251

    Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detec

    JavaScript

  • MCP-Chinese-Getting-Started-Guide

    2954

    This repository provides a quick start guide for Model Context Protocol (MCP) programming, focusing on building MCP servers with tools for large language models. It uses Python and the `uv` package manager.

  • mcp-server-chart

    2916

    MCP server chart: Generates visual charts (25+) using @antvis. Model context visualization.

    TypeScript

  • mcp

    2905

    **Concise Descriptions:** * **Browser MCP: AI-driven browser control server. Model Context Provider.** (60 chars) * **MCP server for AI browser automation. Provides model context.** (55 chars) * **AI

    TypeScript

  • mcp-containers

    2875

    **Option 1 (Focus on containers):** Containerized MCP servers. Deploy & scale MCP easily. **Option 2 (Focus on scalability):** Scalable MCP: Containerized servers for easy deployment & management.

    TypeScript

  • exa-mcp-server

    2818

    The Exa MCP server enables AI assistants like Claude to perform web searches using the Exa AI Search API, providing structured results and real-time web crawling in a safe, controlled environment.

    JavaScript

  • awesome-mcp-servers

    2806

    This repository provides a curated list of Model Context Protocol (MCP) servers, offering reference implementations for various services like file systems, Git repositories, databases, Slack, Sentry, and more.

  • mcp-server-browserbase

    2682

    This repository provides a server implementing the Model Context Protocol (MCP) with cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand, enabling LLMs to interact with web pages and external data.

    TypeScript
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