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

rio-labs/rio

WebApps in pure Python. No JavaScript, HTML and CSS needed observed · 2026-08-28

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

Health v2 · maintenance only

71/100

  • Activity 99
  • Release rhythm 39
  • Longevity 62
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: 123
  • age_days: 872
  • days_rel: 245
  • days_push: 9
  • n_releases_24m: 4

Full methodology

Adoption not part of the score

3634 stars · 159 forks observed · 2026-08-28

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

Rio is a pure-Python framework for building websites and apps with React-style components, requiring no HTML, CSS, or JavaScript. Apps can run locally on the desktop or be deployed to the web.

Use cases

  • build web apps in pure python
  • create dashboards without javascript
  • build crud applications quickly
  • make data science apps with a gui
  • prototype machine learning demos as web apps
  • build internal tools without html css

When to choose

  • you know Python but not web frontend technologies
  • you want React-style component architecture in Python
  • you need apps that run both locally and on the web
  • you're building data apps, dashboards, or internal tools

When to avoid

  • you need fine-grained control over HTML, CSS, or JavaScript
  • you're building a large production SPA with complex frontend requirements
  • you need a mature ecosystem comparable to React or Vue
  • SEO-critical public websites where server-rendered HTML matters

Facets

framework · maturity active

web-framework frontend-framework ui-components data-visualization web-development frontend data-science developer-tools python cross-platform pure-python react-style-components no-javascript data-apps crud web-server

2 sources

Member repositories

RepositoryRoleHealth v2
rio-labs/riomain71

For agents

markdown · JSON · MCP: product_card(name="rio-labs/rio")

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