# mcp-ml-lab

> mcp-ml-lab — rohithraju-ops-mcp-ml-lab. Use this tool when you need to streamline machine learning workflows and automate model optimization. It solves problems related to data profiling, model tuning, and feature importance analysis by taking in natural language inputs and CSV files, and producing markdown reports as output. Ideal for use cases where rapid model development and hyperparameter tuning are required, such as data science competitions or fast-paced research environments.

Canonical page: https://skillsregistry.net/skills/rohithraju-ops-mcp-ml-lab  
JSON: https://api.skillsregistry.net/v1/skills/rohithraju-ops-mcp-ml-lab

## Description

An MCP server that gives AI agents the ability to profile a CSV, define an ML task, tune XGBoost and LightGBM with Optuna, and produce a markdown report with feature importance, all from natural language.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/f79ylrjopa)
- **Repository:** <https://github.com/rohithraju-ops/mcp-ml-lab>

## 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": "rohithraju-ops-mcp-ml-lab"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/rohithraju-ops-mcp-ml-lab` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/rohithraju-ops-mcp-ml-lab/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