Dolex

About

Dolex functions as an AI data analyst, addressing the challenges AI assistants face in performing complex data analysis and generating informative visualizations. It replaces the cumbersome Python REPL loop and the limited default chart options often produced by AI, offering a complete analytical engine. By integrating with AI assistants as an MCP server, Dolex provides a robust query engine for various data sources, a collection of 43 handcrafted and intelligent visualization patterns, multi-view interactive dashboards, and auto-analysis planning capabilities, all designed to deliver deep insights from raw data without the need for traditional programming.

Key Features

• Declarative query engine with aggregations, joins, window functions, and time bucketing
• 43 handcrafted visualization patterns with expert-encoded selection rules
• Pattern intelligence to recommend the most insightful visualization for data and intent
• Multi-view interactive dashboards with global filters and cross-view interactions
• Auto-analysis planning that generates structured analysis steps for any dataset
• 0 GitHub stars

Use Cases

• Empowering AI assistants to perform complex data analysis and generate visualizations without traditional coding
• Creating interactive multi-panel dashboards from raw data with global filter controls
• Automatically generating structured analysis plans for new datasets to guide exploration