mcp-server-data-wrangler

8 stars PythonServers & Infrastructure Updated Aug 28, 2025

Documentation

mcp-data-wrangler: MCP server for Data Wrangling

Overview

This is a Model Context Protocol server for Data Wrangling, providing a standardized interface for data preprocessing, transformation, and analysis tasks. It enables seamless integration of data wrangling operations into the MCP ecosystem.

Features

Data aggregation
Descriptive statistics

Run this project locally

This project is not yet set up for ephemeral environments (e.g. `uvx` usage). Run this project locally by cloning this repo:

bash

git clone https://github.com/yourusername/mcp-data-wrangler.git
cd mcp-data-wrangler

You can launch the MCP inspector via npm:

bash

npx @modelcontextprotocol/inspector uv --directory=src/mcp_data_wrangler run mcp-data-wrangler

Upon launching, the Inspector will display a URL that you can access in your browser to begin debugging.

OR Add this tool as a MCP server:

json

{
  "data-wrangler": {
    "command": "uv",
    "args": [
      "--directory",
      "/path/to/mcp-data-wrangler",
      "run",
      "mcp-data-wrangler"
    ]
  }
}

Development

1. Create and activate a virtual environment:

bash

python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

2. Install dependencies:

bash

pip install -e ".[dev]"

3. Run tests:

bash

pytest -s -v tests/

License

Frequently asked questions

What is mcp-server-data-wrangler?

mcp-server-data-wrangler is a Model Context Protocol (MCP) server listed in the TrackMCP directory.

How do I install mcp-server-data-wrangler?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is mcp-server-data-wrangler open source?

Yes — it is hosted on GitHub at https://github.com/shibuiwilliam/mcp-server-data-wrangler and has 8 stars.

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