# MCP Data Wrangler

> Use this tool when you need to standardize and streamline data preprocessing, transformation, and analysis tasks. The MCP Data Wrangler provides a unified interface for data aggregation, descriptive statistics, and other data wrangling tasks, solving problems related to data inconsistency and inefficiency. It accepts raw data as input and outputs transformed, aggregated, and analyzed data, making it ideal for use cases that require robust data preparation and insights generation.

Canonical page: https://skillsregistry.net/skills/shibuiwilliam-mcp-server-data-wrangler  
JSON: https://api.skillsregistry.net/v1/skills/shibuiwilliam-mcp-server-data-wrangler

## Description

A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/duw4x5d0ns)
- **Repository:** <https://github.com/shibuiwilliam/mcp-server-data-wrangler>

## 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": "shibuiwilliam-mcp-server-data-wrangler"
    }
  }
}
```

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