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

Parallels/rq-dashboard

Flask-based web front-end for monitoring RQ queues observed · 2026-08-28

github.com/Parallels/rq-dashboard · homepage · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

89/100

  • Activity 91
  • Release rhythm 79
  • Longevity 100

Flags: no_license

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: 46.0
  • age_days: 5329
  • days_rel: 62
  • days_push: 56
  • n_releases_24m: 9

Full methodology

Adoption not part of the score

1520 stars · 333 forks observed · 2026-08-28

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

rq-dashboard is a lightweight Flask-based web front-end for monitoring RQ (Redis Queue) queues, jobs, and workers in realtime. It can be installed from PyPI or run via Docker and configured through CLI options or environment variables.

Use cases

  • monitor RQ job queues in a web browser
  • view failed jobs and requeue them
  • check status of RQ workers in realtime
  • inspect queued jobs across multiple Redis instances
  • debug background task processing in a Python app

When to choose

  • you use RQ for background jobs and need a visual monitoring dashboard
  • you want a lightweight, self-hosted queue UI installable via pip or Docker
  • you need to inspect and manage jobs and workers across multiple Redis connections

When to avoid

  • you use Celery or another non-RQ job queue
  • you need a full metrics/alerting platform rather than a queue dashboard
  • you require a stable 1.0 release and cannot tolerate beta-stage software

Facets

application · maturity active

monitoring web-framework http-server monitoring developer-tools self-hosted python self-hosted rq redis job-queues dashboard flask background-jobs web-server docker

4 sources

Member repositories

RepositoryRoleHealth v2
Parallels/rq-dashboardmain89

For agents

markdown · JSON · MCP: product_card(name="Parallels/rq-dashboard")

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