# Stats Compass

> Use this tool when you need to streamline data analysis workflows, from loading and cleaning to visualization and machine learning, with a comprehensive suite of 50+ pandas-powered tools. It solves problems related to data preparation, insight generation, and model development, making it an ideal solution for data scientists and analysts. Stats Compass accepts various data inputs and outputs actionable insights, visualizations, and trained models, suitable for use in data-intensive projects and research contexts.

Canonical page: https://skillsregistry.net/skills/io-github-oogunbiyi21-stats-compass  
JSON: https://api.skillsregistry.net/v1/skills/io-github-oogunbiyi21-stats-compass

## Description

50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 0.2.6
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-04-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.oogunbiyi21%2Fstats-compass)
- **Repository:** <https://github.com/oogunbiyi21/stats-compass-mcp>

## 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": "io-github-oogunbiyi21-stats-compass"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-oogunbiyi21-stats-compass` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-oogunbiyi21-stats-compass/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