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

Streamlit

Streamlit — A faster way to build and share data apps. observed · 2026-10-11

github.com/streamlit/streamlit · homepage · Python · Apache-2.0 (permissive) observed · 2026-10-11

Health v2 · maintenance only

99/100

  • Activity 99
  • Release rhythm 98
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 13.0
  • age_days: 2615
  • days_rel: 18
  • days_push: 10
  • n_releases_24m: 45

Full methodology

Adoption not part of the score

45933 stars · 4416 forks observed · 2026-10-11

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-28, confidence 0.99

Streamlit is an open‑source Python framework that turns scripts into interactive web apps with minimal code. It provides a simple API for widgets, charts, and layout, plus a cloud service for easy deployment.

Use cases

  • Create interactive data dashboards from pandas DataFrames
  • Build quick demos for machine‑learning models
  • Develop custom reporting tools without writing HTML or JavaScript
  • Prototype data‑driven web apps for internal stakeholders
  • Share live visualizations of geospatial or computer‑vision results

When to choose

  • You need to prototype a data app in minutes and have Python expertise but no front‑end experience.
  • The project is a proof‑of‑concept, demo, or internal tool where rapid iteration is critical.
  • You want a single‑file, script‑based workflow that updates instantly on code changes.

When to avoid

  • You require a highly scalable, multi‑service architecture with custom backend logic.
  • Performance or low‑latency constraints demand a hand‑crafted front‑end or compiled language.
  • Your deployment target is a strict enterprise environment that disallows third‑party cloud services.

Facets

framework · maturity active

web-framework ui-components data-visualization cli data-science machine-learning web-development python windows cross-platform streamlit rapid-prototyping low-code interactive-dashboards linux macos

7 sources

Member repositories

For agents

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

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem