# guarftrain MCP Server

> guarftrain MCP Server — washington5533-guarftrain. Use this tool when you need to monitor and control machine learning training runs from external agents, solving problems of transparency and management in ML model development. It provides inputs on training status, checkpoints, and experiments, and outputs control over recovery and dashboard configuration through 35 MCP tools. Ideal for use cases requiring centralized management of ML training processes.

Canonical page: https://skillsregistry.net/skills/washington5533-guarftrain  
JSON: https://api.skillsregistry.net/v1/skills/washington5533-guarftrain

## Description

Enables external agents to monitor and control ML training runs via 35 MCP tools. Covers training status, checkpoints, experiments, recovery, and dashboard configuration.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** data-analytics
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/dascf8nw7y)
- **Repository:** <https://github.com/Washington5533/guarftrain>

## 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": "washington5533-guarftrain"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/washington5533-guarftrain` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/washington5533-guarftrain/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