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

mher/flower

Real-time monitor and web admin for Celery distributed task queue observed · 2026-08-28

github.com/mher/flower · homepage · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

87/100

  • Activity 98
  • Release rhythm 66
  • Longevity 100

Flags: no_license

How is this computed?

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

  • gap_med: n/a
  • age_days: 5169
  • days_rel: 17
  • days_push: 17
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

7235 stars · 1155 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Flower is an open-source web application for monitoring and managing Celery clusters in real time. It provides a dashboard for task and worker status, remote control of workers, broker statistics, authentication, Prometheus metrics, and a REST API.

Use cases

  • monitor celery workers and tasks in real time
  • view task progress, history, and details like arguments and runtime
  • restart or shut down celery workers from a web UI
  • revoke or terminate running celery tasks
  • inspect and manage queues a worker consumes from
  • export celery metrics to prometheus
  • manage celery cluster via a REST API
  • apply rate limits and time limits to tasks

When to choose

  • you run Celery and need a real-time dashboard for tasks and workers
  • you want remote control of workers (pool size, queues, shutdown) without SSH
  • you need Prometheus metrics for your Celery cluster
  • you want programmatic cluster management through a REST API

When to avoid

  • you don't use Celery or a compatible task queue
  • you need full APM/tracing beyond Celery events
  • you require a managed SaaS monitoring solution with alerting built in

Facets

application · maturity active

monitoring web-framework api-framework logging monitoring developer-tools microservices python self-hosted celery task-queue worker-monitoring prometheus rest-api rabbitmq redis devops web-server docker

2 sources

Member repositories

RepositoryRoleHealth v2
mher/flowermain87

For agents

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

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