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

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  • applescript-mcp

    314

    This repository hosts an MCP server enabling LLM applications to interact with macOS via AppleScript, offering a standardized interface to control system functions, manage files, handle notifications, and integrate with

    TypeScript
  • kicad-mcp

    302

    This repository provides a Model Context Protocol (MCP) server for KiCad, enabling communication with MCP-compliant clients like Claude Desktop for natural language interaction with KiCad projects. It supports macOS, Windows, and Linux.

    Python
  • RetroMCP-Java

    300

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

    Java
  • automcp

    298

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

    Python
  • 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-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
  • code-sandbox-mcp

    269

    This repository provides a secure code execution environment using Docker containers, enabling AI applications to safely run code in isolated environments with features like flexible container management and real-time logging.

    Go
  • mcpsvr

    265

    MCPSvr is a community-driven directory for discovering and sharing MCP servers, enabling developers to find exceptional tools and streamline the process of contributing their own server creations. MCPSvr is a

    TypeScript
  • mcp-manager

    264

    This repository provides a desktop application, MCP Manager, for MacOS that simplifies the management of Model Context Protocol (MCP) servers, enabling Claude Desktop to access various services and data sources locally.

    TypeScript
  • MCP-Server-Playwright

    260

    This repository provides a Model Context Protocol (MCP) server leveraging Playwright for browser automation. It enables LLMs to interact with web pages, capture screenshots, and execute JavaScript within a real browser environment.

    JavaScript
  • model-context-protocol-resources

    257

    This repository offers resources for the Model Context Protocol (MCP), including guides, utilities, and client/server implementations in TypeScript, Python, and Kotlin, facilitating LLM interaction with external systems. This repository offers

  • perplexity-mcp

    251

    The MCP-researcher Server provides a research assistant for Cline, utilizing Perplexity's Sonar Pro API to offer documentation, API discovery, and deprecated code checks, enhanced with Chain of Thought Reasoning and

    JavaScript
  • mcp-trader

    247

    The MCP Trader Server repository provides a Model Context Protocol server equipped with tools for stock analysis and trading, including technical analysis, relative strength calculations, and position sizing.

    Python
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