quiltdata/quilt

Health v2 · maintenance only

Adoption not part of the score

1370 stars · 90 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Quilt is a scientific data management platform built on AWS that turns S3 data into deeply versioned, metadata-rich data packages for teams and AI to find, trust, and reuse. The open-source portion provides a Python SDK (quilt3) and CLI for creating, installing, and uploading packages, while the enterprise platform adds hosted search, visualization, and governance.

Use cases

• version and package scientific datasets stored in S3
• manage omics and NGS pipeline data with reproducibility
• bundle data with metadata and lineage for reuse
• make lab instrument data searchable and shareable
• prepare AI-ready versioned datasets in your own AWS account
• push and pull data packages from Python or the CLI

When to choose

• your team works with large scientific or life-sciences datasets on AWS S3
• you need data versioning, lineage, and documentation alongside raw files
• you want governed, reproducible data packages without migrating data off S3

When to avoid

• you need only the hosted search and visualization catalog without the enterprise platform
• your data is not on AWS or you cannot use S3
• you want a lightweight general-purpose data versioning tool outside the AWS ecosystem

Facets

application · maturity active

database search-engine serialization sdk cli data-science etl data-science bioinformatics healthcare cloud-computing self-hosted cloud python data-versioning data-packages s3 data-lake scientific-data-management parquet lineage reproducibility life-sciences data-engineering typescript web-server docker

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markdown · JSON · MCP: product_card(name="quiltdata/quilt")