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Local-first ETL/ELT studio: a drag-and-drop visual pipeline designer that compiles to SQL and runs on DuckDB. Tiny desktop app, no servers, git-friendly workspaces.

584 starsRust

Duckle a drag-and-drop visual pipeline designer

by souravroy78·Jun 22, 2026·4 points·4 comments

AI Analysis

●●SolidSlickNiche Gem

Local-first ETL with on-device AI assistant, but visual pipeline builders already exist.

Strengths
  • ~65 MB single-file desktop app with no servers or cloud dependencies required
  • On-device AI assistant runs entirely on CPU without sending data externally
  • 290+ connectors and 50+ transforms with Git-friendly workspace versioning
Weaknesses
  • Visual ETL category already has established players like KNIME, Alteryx, and n8n
  • Local-first is nice but limits collaboration features teams often need
Target Audience

Data engineers and analysts who need local ETL workflows without cloud dependencies

Similar To

KNIME · Alteryx · n8n

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