Open Science Desktop

Local-first, model-agnostic AI research workbench connecting agents, notebooks, files, figures, and reports.

Desktopfreeglobal

A local-first, model-agnostic desktop workbench that brings agents, notebooks, files, figures, runs, and reports into a single auditable workflow for AI-assisted research. It addresses the need to avoid stitching together separate tools by providing an open-source, self-hosted alternative to cloud-only science workbenches, intended for researchers and teams who need reproducible, reviewable analysis.

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Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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