# mcp-data-profiler

> mcp-data-profiler — ridadata-mcp-data-profiler. Use this tool when you need to understand the structure and quality of local data files without accessing raw data, and generate compact summaries with data-quality flags for AI agents. It profiles various file formats such as CSV, Parquet, JSON, and Excel, and returns structured summaries as output. Ideal for use cases where data discovery, quality assessment, and preprocessing are required before AI model training or data analysis.

Canonical page: https://skillsregistry.net/skills/ridadata-mcp-data-profiler  
JSON: https://api.skillsregistry.net/v1/skills/ridadata-mcp-data-profiler

## Description

MCP server that profiles local data files (CSV, Parquet, JSON, Excel) and returns compact structured summaries with data-quality flags, enabling AI agents to understand datasets without seeing raw rows.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pv5e2kk264)
- **Repository:** <https://github.com/Ridadata/mcp-data-profiler>

## 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": "ridadata-mcp-data-profiler"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ridadata-mcp-data-profiler` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ridadata-mcp-data-profiler/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