# AutoDL MCP Server

> AutoDL MCP Server — wuzihuang-autodl-plugin. Use this tool when you need to manage and optimize GPU resources for automated deep learning (AutoDL) tasks, solving problems such as resource allocation and deployment scalability. It provides a typed interface for instance lifecycle management, balance queries, and elastic deployments, with outputs including notifications and resource utilization updates. Ideal for use cases requiring efficient GPU resource management in deep learning environments.

Canonical page: https://skillsregistry.net/skills/wuzihuang-autodl-plugin  
JSON: https://api.skillsregistry.net/v1/skills/wuzihuang-autodl-plugin

## Description

Enables management of AutoDL GPU resources including instance lifecycle, balance queries, elastic deployments, and notifications through typed MCP tools.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gyfx0cd7oa)
- **Repository:** <https://github.com/wuzihuang/AUTODL-PLUGIN>

## 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": "wuzihuang-autodl-plugin"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/wuzihuang-autodl-plugin` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/wuzihuang-autodl-plugin/pull`

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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