# DataFrame Analyst MCP

> Use this tool when you need to analyze and understand the structure and content of datasets from various sources, such as CSV/Excel files and Google Sheets. It solves problems related to data quality and insight by providing comprehensive data profiling tools, including schema inference, missing value reports, and correlation analysis. The tool accepts dataset inputs from local storage, Google Sheets, or Google Drive, and outputs analytical reports in multiple formats to local storage or Google Drive.

Canonical page: https://skillsregistry.net/skills/diederichsolis-dataframe-analyst-mcp  
JSON: https://api.skillsregistry.net/v1/skills/diederichsolis-dataframe-analyst-mcp

## Description

Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/rvzd5jzame)
- **Repository:** <https://github.com/DiederichSolis/dataframe-analyst-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": "diederichsolis-dataframe-analyst-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/diederichsolis-dataframe-analyst-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/diederichsolis-dataframe-analyst-mcp/pull`

---
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