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

MultiQC/MultiQC

Aggregate results from bioinformatics analyses across many samples into a single report. observed · 2026-08-28

github.com/MultiQC/MultiQC · homepage · JavaScript · GPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

88/100

  • Activity 97
  • Release rhythm 71
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 44
  • age_days: 4047
  • days_rel: 113
  • days_push: 21
  • n_releases_24m: 14

Full methodology

Adoption not part of the score

1489 stars · 682 forks observed · 2026-08-28

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

MultiQC is a Python command-line tool that scans directories for log files and outputs from 150+ bioinformatics tools and aggregates them into a single interactive HTML report. It is designed to be run at the end of analysis pipelines to summarize quality-control statistics across many samples and analysis steps.

Use cases

  • aggregate QC metrics from many sequencing samples into one report
  • summarize outputs of multiple bioinformatics tools in a single HTML page
  • detect outliers and batch effects across samples in an NGS pipeline
  • add a final QC reporting step to a Nextflow or other genomics pipeline
  • compare quality statistics across all samples without opening individual tool logs
  • parse custom script outputs into a standardized report

When to choose

  • you run bioinformatics pipelines with many samples and need consolidated QC reporting
  • you use popular genomics tools (FastQC, Samtools, etc.) whose logs MultiQC already parses
  • you want interactive, shareable HTML reports with plots and data exports

When to avoid

  • your domain is not bioinformatics/genomics and no module exists for your tool outputs
  • you need a real-time monitoring dashboard rather than a static report
  • you need programmatic APIs for downstream processing rather than human-readable reports

Facets

cli-tool · maturity stable

data-visualization analytics parser bioinformatics data-visualization analytics developer-tools python cli cross-platform quality-control html-reports sequencing ngs genomics pipeline-reporting reporting docker

7 sources

Member repositories

RepositoryRoleHealth v2
MultiQC/MultiQCmain88

For agents

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

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