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

Documentation

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AI servers

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  • AI-Infra-Guard

    4009

    A comprehensive, intelligent, easy-to-use, and lightweight AI Infrastructure Vulnerability Assessment and MCP Server Security Analysis Tool.

    Go

  • mcp-context-forge

    3985

    MCP Gateway & Registry: Manages LLM tool/prompt access via MCP. Converts APIs, composes servers, & bridges protocols (REST, stdio, SSE).

    Python

  • LitServe

    3902

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

    Python

  • mcp-feedback-enhanced

    3790

    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

  • ha-mcp

    3723

    The Unofficial and Awesome Home Assistant MCP Server

    Python

  • MCP-Chinese-Getting-Started-Guide

    3530

    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.

  • agentgateway

    3529

    Next Generation Agentic Proxy

    Rust

  • java-sdk

    3498

    The MCP Java SDK provides tools for Java applications to interact with AI models using the Model Context Protocol, offering standardized communication and Spring Boot integration for client and server applications.

    Java

  • mcp-server-browserbase

    3388

    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

  • mcp-containers

    3310

    **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

  • 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

  • ableton-mcp

    2750

    AbletonMCP integrates Ableton Live with Claude AI via the Model Context Protocol, enabling AI-powered music production, track manipulation, and session control through two-way communication and a socket-based server.

    Python

  • linkedin-mcp-server

    2571

    This LinkedIn MCP server allows Claude and other AI assistants to access your LinkedIn. It can scrape LinkedIn profiles and companies, get your recommended jobs, and perform job searches.

    Python

  • brightdata-mcp

    2483

    A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

    JavaScript

  • shippie

    2437

    extendable code review and QA agent 🚢

    TypeScript
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