lukasmasuch/best-of-python resource
🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly. observed · 2026-08-28
Health v2 · maintenance only
98/100
- Activity 98
- Release rhythm 97
- 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: 7.0
- age_days: 2060
- days_rel: 20
- days_push: 13
- n_releases_24m: 47
Adoption not part of the score
4583 stars · 341 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A weekly-updated, ranked list of 400 awesome open-source Python libraries and tools, organized into 28 categories with quality scores computed from GitHub and package manager metrics. It is a curated discovery resource rather than software itself.
Use cases
- find the best python library for a task
- discover popular python open-source projects
- compare python libraries by quality score
- find python data serialization libraries
- find python cli development tools
- browse curated python libraries by category
When to choose
- you want a curated, quality-ranked overview of the Python ecosystem
- you need to discover libraries in a specific category like dataframes, validation, or CLI development
- you want weekly-updated recommendations based on objective metrics
When to avoid
- you need working software rather than a list of links
- you need in-depth tutorials or documentation for a specific library
- you need an exhaustive directory rather than a curated selection
Facets
learning-resource · maturity active
developer-tools documentation developer-tools awesome-lists python cli awesome-list curated-list python-libraries pypi project-ranking best-of python
2 sources
- readme: https://github.com/lukasmasuch/best-of-python · fetched 2026-08-28 · 2722c1cc4040
- homepage: https://python.best-of.org · fetched 2026-08-29 · cfdb6e4d8432
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| lukasmasuch/best-of-python | main | 98 |
For agents
markdown · JSON · MCP: product_card(name="lukasmasuch/best-of-python")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem