Engineer Your Data

io.github.eghuzefaPublished by GitHub account eghuzefav0.1.3Updated Oct 24, 2026

MCP server for data engineering: validation, transformation, visualization, and APIs.

VerifiedSTDIODesktop onlyData & Analytics

Overview

AI-generated overview

A local MCP server for data engineering that lets an assistant validate, transform and visualize data and work with APIs.

What you can do
Validate datasets and check data quality as part of an engineering workflow. Transform data between formats and shapes. Produce visualizations from data. Work with APIs as part of data engineering tasks. The manifest lists no individual tools, so the exact operations are not documented here.
When to use it
Consider it when an assistant should help with data engineering chores such as checking, reshaping or charting datasets, or connecting data work to APIs, on a desktop machine.
Requirements
Runs as a local process on the user's machine, installed from the PyPI package engineer-your-data over stdio, so a Python environment is needed. Desktop only; no web executable. No authentication, environment variables or headers are declared.
Before you install
No tools, README or instructions are published, so what each operation does to your data cannot be verified before installing. Treat any transformation or API interaction as potentially modifying data and review actions before running them on real datasets.

Installation

In SourceWeft

  1. Open Engineer Your Data in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.1.3LatestSep 16, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.