# mcp-unwrangle

> mcp-unwrangle — pipeworx-io-mcp-unwrangle. Use this tool when you need to organize and standardize cross-retailer product and reviews data from multiple sources. It solves problems of data inconsistency and incompatibility, enabling easier analysis and comparison of products across different retailers. The tool takes in raw data as input and outputs cleaned and structured data, making it ideal for use cases involving data integration and product research.

Canonical page: https://skillsregistry.net/skills/pipeworx-io-mcp-unwrangle  
JSON: https://api.skillsregistry.net/v1/skills/pipeworx-io-mcp-unwrangle

## Description

Unwrangle MCP — cross-retailer product + reviews data (unwrangle.com)

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/pipeworx-io/mcp-unwrangle)

## 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": "pipeworx-io-mcp-unwrangle"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/pipeworx-io-mcp-unwrangle` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/pipeworx-io-mcp-unwrangle/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