# data-profiler-mcp

> data-profiler-mcp — haiiibin-data-profiler-mcp. Use this tool when you need to analyze and understand the structure and content of tabular data files, such as CSV, Parquet, Excel, or JSON, to identify data quality issues and inform data processing decisions. It extracts schema, statistics, and dtype suggestions, and returns the results as structured JSON, helping to solve data discovery and profiling problems. Ideal for use cases where data exploration and preparation are crucial, such as data science, machine learning, and data engineering workflows.

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

## Description

Enables LLMs to profile and analyze tabular data files (CSV, Parquet, Excel, JSON) by extracting schema, statistics, data quality issues, and dtype suggestions, returning structured JSON.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/v97449pomz)
- **Repository:** <https://github.com/haiiibin/data-profiler-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": "haiiibin-data-profiler-mcp"
    }
  }
}
```

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