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Deepscient
Deepscient is a scientific research workbench running on a dedicated runtime to manage research tasks.
DeepScient is a research workbench that operates on the DeepSeek platform runtime to assist humans with complex scientific tasks. It divides the scientific process into twelve visible stages and fifty-five gates, supported by thirty-six tools, ninety-eight skills, and an auditable evidence chain. The platform handles literature retrieval, experiments, analysis, writing, and peer review response without acting as a generic paper generator. It ensures reproducibility by recording experiment environments, versions, and random seeds while leaving judgment calls to the user. The software provides desktop installers for Windows and macOS alongside source builds for developers. It integrates with literature sources like Crossref, OpenAlex, arXiv, PubMed, Semantic Scholar, and Europe PMC.
Deepscient at a glance
- Best for: Researcher
- Runs on: Web, macOS, Windows, self-hosted, open source
- Pricing: Free
- Released: October 2026
- Category: AI research tool
- Website: github.com/yzlin286-wq/deepscient
Key features
- Manage twelve research stages and fifty-five gates
- Utilize thirty-six scientific tools
- Access ninety-eight skills and fifty-five disciplines
- Retrieve literature from eight built-in sources
- Run local scientific computation tools
- Audit evidence chains for conclusions
- View journal intelligence for over 5000 journals
Use it for
- Conducting scientific literature reviews
- Running and recording reproducible experiments
- Preparing academic manuscripts and figures
- Managing research projects across stages
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