Ross ROSS = Recommend OSS · open-source software intelligence for agents

bcbio/bcbio-nextgen

Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis observed · 2026-08-28

github.com/bcbio/bcbio-nextgen · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

23/100

  • Activity 0
  • Release rhythm 8
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 4956
  • days_rel: n/a
  • days_push: 739
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1030 stars · 355 forks observed · 2026-08-28

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

bcbio-nextgen is a validated, community-developed pipeline toolkit for high-throughput sequencing analysis, including variant calling, RNA-seq, and small RNA workflows. Users write a high-level configuration file that drives distributed, idempotent, transactional parallel execution across multicore machines, clusters, or the cloud.

Use cases

  • call variants from whole genome sequencing data
  • run RNA-seq differential expression pipelines
  • analyze small RNA sequencing data
  • scale sequencing analysis across a compute cluster
  • validate variant calls against reference materials
  • run single-cell RNA-seq analysis pipelines

When to choose

  • you need validated, best-practice genomics pipelines with automated validation against reference materials
  • you need to scale whole genome or population-level sequencing analysis across clusters or the cloud
  • you want a single config-driven pipeline covering variant calling, RNA-seq, and small RNA analysis

When to avoid

  • the project was officially discontinued in August 2024, so new features and fixes should not be expected
  • you need actively maintained tooling for production pipelines
  • you need a lightweight single-purpose tool rather than a full pipeline framework

Facets

application · maturity abandoned

workflow-automation etl data-science bioinformatics python cloud cli genomics variant-calling rna-seq sequencing-pipelines high-throughput discontinued data-engineering automation linux docker

2 sources

Member repositories

RepositoryRoleHealth v2
bcbio/bcbio-nextgenmain23

For agents

markdown · JSON · MCP: product_card(name="bcbio/bcbio-nextgen")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem