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

vinta/awesome-python resource

The definitive list that answers "I want to do X in Python, which tool should I use?" observed · 2026-08-28

github.com/vinta/awesome-python · homepage · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

77/100

  • Activity 99
  • Release rhythm 35
  • Longevity 100

Flags: no_releases 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: n/a
  • age_days: 4450
  • days_rel: n/a
  • days_push: 8
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

316276 stars · 28574 forks observed · 2026-08-28

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

A curated, opinionated list of the best Python frameworks, libraries, and tools, organized by category and searchable on a companion website. It serves as the canonical starting point for discovering Python tooling across AI, web, data, DevOps, and more.

Use cases

  • find the best python library for a task
  • discover python web frameworks
  • which tool should I use to do X in python
  • browse curated python libraries by category
  • find python tools for data science or machine learning
  • compare popular python packages for scraping or http

When to choose

  • starting a new Python project and unsure which library to pick
  • exploring the Python ecosystem by category
  • looking for well-regarded, community-vetted tools

When to avoid

  • needing detailed documentation or tutorials for a specific library
  • requiring an exhaustive, unopinionated index of every Python package
  • looking for tools in languages other than Python

Facets

learning-resource · maturity active

developer-tools documentation developer-tools awesome-lists python cross-platform awesome-list curated-list python-ecosystem resource-directory python

3 sources

Member repositories

RepositoryRoleHealth v2
vinta/awesome-pythonmain77

For agents

markdown · JSON · MCP: product_card(name="vinta/awesome-python")

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