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

streamlit/streamlit

Streamlit — A faster way to build and share data apps. observed · 2026-08-28

github.com/streamlit/streamlit · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

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 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 13.0
  • age_days: 2567
  • days_rel: 14
  • days_push: 7
  • n_releases_24m: 43

Full methodology

Adoption not part of the score

45620 stars · 4368 forks observed · 2026-08-28

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

Streamlit is an open-source Python framework that turns data scripts into interactive web apps in minutes, with widgets, charts, and dataframes built in and no front-end code required. Apps update live as the script is edited and can be deployed via Streamlit Community Cloud or other hosting.

Use cases

  • build interactive dashboards from pandas dataframes
  • turn a python data script into a shareable web app
  • prototype an ML model demo with sliders and inputs
  • create a chatbot UI for an LLM
  • visualize csv data with charts without writing javascript
  • deploy a quick internal data tool

When to choose

  • you know Python but not front-end development
  • you need fast interactive prototypes or internal dashboards
  • you want widgets, charts, and caching from a simple script API
  • you want to demo ML/AI models to non-technical users

When to avoid

  • you need fine-grained control over routing, URLs, or custom front-end components
  • you are building a production multi-user web application with complex auth
  • you need a highly customized design system or pixel-perfect UI
  • your app requires real-time high-concurrency request handling

Facets

framework · maturity stable

web-framework data-visualization ui-components charts chat-interface caching data-science data-visualization machine-learning web-development developer-tools python cross-platform cli data-apps dashboards prototyping interactive-widgets pure-python no-frontend web-server

7 sources

Member repositories

RepositoryRoleHealth v2
streamlit/streamlitmain99

For agents

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

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