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MLX Launcher

Verified Integration
Author: @globalpocket•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Python#Git#AI#GitHub#Node.js

Client Configuration

— Connect MLX Launcher to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "mlx-launcher": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mlx-launcher"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Autonomously manages, launches, and shuts down local `mlx-lm` instances on Apple Silicon for AI agents.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for MLX Launcher

MLX Launcher is an MCP (Model Context Protocol) server designed for Apple Silicon Macs. It autonomously manages, launches, and shuts down local `mlx-lm` instances, empowering AI agents to control LLMs on demand.

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