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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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  • mcp-context-forge

    4813

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

    Python

  • deep-research

    4686

    No description provided

    JavaScript

  • mcp-server-chart

    4418

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

    TypeScript

  • awesome-mcp-servers

    4409

    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.

  • learn-agentic-ai

    4398

    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

  • Observal

    4297

    Observal is an observability platform and local registry for MCPs, hooks, skills, graphRAGs and more!

    Python

  • linkedin-mcp-server

    4211

    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

  • LitServe

    4002

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

    Python

  • java-sdk

    3767

    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-feedback-enhanced

    3752

    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

    3583

    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-browserbase

    3397

    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

    3375

    **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

  • ableton-mcp

    3358

    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

  • freecad-mcp

    3296

    FreeCAD MCP(Model Context Protocol) server

    Python
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