# MetroAI — KOLAS Compliance OS

> Use this tool when you need to ensure compliance with ISO/IEC 17025 and KOLAS standards in laboratory measurements, as it provides a measurement uncertainty calculation server with calibration templates and audit signatures. It solves problems related to data accuracy and reliability in nano-metrology fields such as TEM, SEM-EDS, and AFM. It takes in measurement data and calibration parameters as inputs and outputs uncertainty calculations with provenance and audit trails.

Canonical page: https://skillsregistry.net/skills/kyb8801-metroai  
JSON: https://api.skillsregistry.net/v1/skills/kyb8801-metroai

## Description

Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited laboratories. GUM/MCM/QMC engine + 9 calibration templates (TEM/SEM-EDS/AFM/OCD nano-metrology) + reverse_uncertainty (novel within prior-art search) + Ed25519 audit signatures + W3C PROV-O provenance. v0.6.0, 36 passing tests on Python 3.10–3.12.

## Trust

- **Trust score (0–1):** 0.78
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/wlqpue5aro)
- **Repository:** <https://github.com/kyb8801/metroai>

## 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": "kyb8801-metroai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kyb8801-metroai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kyb8801-metroai/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