flake8

Wraps pycodestyle, pyflakes, and McCabe complexity into a single command-line linter with a plugin system.

linting-and-formatting-frameworksInactive
71
Hero Score
Popularity
64
Performance
30
Ecosystem
100
Maturity
85
Dev Experience
75
⭐ 3,794 stars⬇ 10.7M downloads/wkFirst release: Aug 2010Last release: Jun 2025
Async Support: NoPlugin Extensions: Very highSpeed: MediumDoc Quality: HighLearning Curve: Easy

Pros

  • Huge plugin ecosystem (flake8-bugbear, flake8-comprehensions, flake8-docstrings, and many more) for tailored rule sets
  • Lightweight, predictable, and well-understood — a long-standing default in Python projects and CI pipelines
  • Combines style, error, and complexity checks in one command without deep static inference overhead

Cons

  • Significantly slower than Ruff, which reimplements most flake8 rules in Rust
  • No autofix support — only reports issues, leaving fixes manual or to other tools
  • Configuration is split across setup.cfg/tox.ini conventions that feel dated next to pyproject.toml-native tools

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