Engineer Your Data

概要

Engineer Your Data is a Model Context Protocol (MCP) server crafted for data engineers and business intelligence professionals. It provides a robust, AI-assisted platform for data engineering tasks that execute entirely locally, eliminating internet dependencies and ensuring data sovereignty. This server enables users to build ETL/ELT pipelines, perform rigorous data quality assurance, create sophisticated analytics models, and generate various data visualizations directly within their on-premises environment, leveraging popular Python data science libraries.

主な機能

• Comprehensive File Operations (Read, Write, List, Info)
• Robust Data Validation & Quality (Schema, Nulls, Duplicates, Reports)
• Extensive Data Transformation (Filter, Aggregate, Join, Pivot, Clean)
• Versatile Visualization & Analysis (Multiple Chart Types, Summaries, Export)
• 4 GitHub stars
• Seamless API Integration (Fetch, Monitor, Batch Calls, Authentication)

ユースケース

• Automating data quality checks and generating detailed reports
• Performing complex ETL/ELT data transformations on local datasets
• Creating visual analytics and statistical summaries for business intelligence