ml-tooling/best-of-python-dev resource

Health v2 · maintenance only

Adoption not part of the score

1297 stars · 78 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated, ranked list of 270 open-source Python developer tools and libraries, organized into 17 categories such as linters, formatters, testing, debugging, and packaging. Projects are scored automatically from GitHub and package manager metrics, and the list is regenerated weekly.

Use cases

• find the best python linter
• discover python testing libraries
• curated list of python developer tools
• which python code formatter should I use
• python debugging tools recommendations
• best python packaging and build tools
• compare python type checkers

When to choose

• you want a quality-ranked, regularly updated overview of the Python dev tooling ecosystem
• you are setting up a new Python project and need to pick linters, formatters, and test tools
• you want to discover lesser-known but well-scored Python libraries by category

When to avoid

• you need a runnable tool rather than a reference list
• you need tools for a language other than Python
• you require in-depth tutorials or documentation rather than links and rankings

Facets

learning-resource · maturity active

developer-tools linter formatter testing documentation logging build-tool package-manager developer-tools awesome-lists testing python cross-platform awesome-list curated-list python-devtools ranked-list auto-updated style-checkers debugging code-quality python command-line

Member repositories

For agents

markdown · JSON · MCP: product_card(name="ml-tooling/best-of-python-dev")