# Auto-Manager MCP

> Auto-Manager MCP — maxpeng59-auto-manager. Use this tool when you need to analyze mechanical test data files, such as CSV, TDMS, and MDF, to extract insights and generate reports. It solves problems related to data interpretation, fatigue analysis, and thermal state detection, providing outputs like channel statistics, spectrum analysis, and rainflow fatigue counting. Ideal for use cases where natural language analysis of large datasets is required, enabling efficient data-driven decision-making.

Canonical page: https://skillsregistry.net/skills/maxpeng59-auto-manager  
JSON: https://api.skillsregistry.net/v1/skills/maxpeng59-auto-manager

## Description

Enables natural language analysis of mechanical test data files (CSV, TDMS, MDF) by providing tools for channel statistics, spectrum analysis, rainflow fatigue counting, thermal state detection, and report generation.

## 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:** file-system
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ixc8y1fbmm)
- **Repository:** <https://github.com/Maxpeng59/auto-manager>

## 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": "maxpeng59-auto-manager"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/maxpeng59-auto-manager` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/maxpeng59-auto-manager/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