# mcp-mlx-launcher

> mcp-mlx-launcher — globalpocket-mcp-mlx-launcher. Use this tool when you need to autonomously manage local machine learning instances on Apple Silicon devices. It solves problems related to launching, managing, and shutting down mlx-lm instances, providing a seamless experience for users. The mcp-mlx-launcher takes input from the local environment and outputs managed mlx-lm instances, ideal for use cases requiring automated machine learning workflow management on Apple Silicon platforms.

Canonical page: https://skillsregistry.net/skills/globalpocket-mcp-mlx-launcher  
JSON: https://api.skillsregistry.net/v1/skills/globalpocket-mcp-mlx-launcher

## Description

An MCP server to autonomously launch, manage, and shutdown local mlx-lm instances on Apple Silicon.（Apple Silicon上でローカルLLM (mlx-lm) を自律的に起動・管理・停止するためのMCPサーバー。）

## Trust

- **Trust score (0–1):** 0.92
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-24

## Source

- **Source listing:** [GitHub](https://github.com/globalpocket/mcp-mlx-launcher)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "globalpocket-mcp-mlx-launcher"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/globalpocket-mcp-mlx-launcher` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/globalpocket-mcp-mlx-launcher/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt