Releases: ml-tooling/best-of-python-dev
Update: 2025.11.06
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- ruff (🥇47 · ⭐ 44K · 📈) - An extremely fast Python linter and code formatter, written in Rust.
MIT - playwright-python (🥈39 · ⭐ 14K · 📈) - Python version of the Playwright testing and..
Apache-2 - wemake-python-styleguide (🥇38 · ⭐ 2.8K · 📈) - The strictest and most opinionated python linter ever!.
MIT - pyarmor (🥈35 · ⭐ 4.7K · 📈) - A tool used to obfuscate python scripts, bind obfuscated..
❗️SGI-B-2.0 - Fixit (🥉25 · ⭐ 690 · 📈) - Advanced Python linting framework with auto-fixes and..
❗Unlicensed
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- pip (🥇47 · ⭐ 10K · 📉) - The Python package installer.
MIT - flake8 (🥇41 · ⭐ 3.7K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned..
MIT - logbook (🥈34 · ⭐ 1.5K · 📉) - A cool logging replacement for Python.
❗Unlicensed - xar (🥉19 · ⭐ 1.6K · 💀) - executable archive format.
BSD-3 - flake8-mypy (🥉17 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy.
MIT
Update: 2025.10.30
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- pytest (🥇50 · ⭐ 13K · 📈) - The pytest framework makes it easy to write small tests, yet..
MIT - pip (🥇48 · ⭐ 10K · 📈) - The Python package installer.
MIT - Nuitka (🥇40 · ⭐ 14K · 📈) - Nuitka is a Python compiler written in Python. Its fully..
Apache-2 - tox (🥇40 · ⭐ 3.9K · 📈) - Command line driven CI frontend and development task automation tool.
MIT - flake8-isort (🥈31 · ⭐ 180 · 📈) - flake8 plugin that integrates isort.
❗️GPL-2.0
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- pipenv (🥈42 · ⭐ 25K · 📉) - Python Development Workflow for Humans.
MIT - wheel (🥈36 · ⭐ 540 · 📉) - The official binary distribution format for Python.
MIT - py-spy (🥈35 · ⭐ 14K · 📉) - Sampling profiler for Python programs.
MIT - freezegun (🥈34 · ⭐ 4.4K · 📉) - Let your Python tests travel through time.
Apache-2 - pyarmor (🥉33 · ⭐ 4.7K · 📉) - A tool used to obfuscate python scripts, bind obfuscated..
❗️SGI-B-2.0
Update: 2025.10.23
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- bandit (🥇38 · ⭐ 7.4K · 📈) - Bandit is a tool designed to find common security issues in..
Apache-2 - pyflakes (🥇36 · ⭐ 1.4K · 📈) - A simple program which checks Python source files for errors.
MIT - flake8-bugbear (🥈33 · ⭐ 1.1K · 📈) - A plugin for Flake8 finding likely bugs and design..
MIT - colorlog (🥈32 · ⭐ 940 · 📈) - A colored formatter for the python logging module.
MIT - Yappi (🥈30 · ⭐ 1.7K · 📈) - Yet Another Python Profiler, but this time multithreading, asyncio and..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- tox (🥇39 · ⭐ 3.8K · 📉) - Command line driven CI frontend and development task automation tool.
MIT - setuptools_scm (🥇39 · ⭐ 930 · 📉) - the blessed package to manage your versions by scm tags.
MIT - mkdocstrings (🥈33 · ⭐ 2K · 📉) - Automatic documentation from sources, for MkDocs.
ISC - alive-progress (🥉31 · ⭐ 6.2K · 📉) - A new kind of Progress Bar, with real-time throughput, ETA,..
MIT - tabulate (🥉31 · ⭐ 2.5K · 📉) - Pretty-print tabular data in Python, a library and a command-line..
MIT
Update: 2025.10.16
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- hypothesis (🥇42 · ⭐ 8.1K · 📈) - The property-based testing library for Python.
MPL-2.0 - setuptools_scm (🥇40 · ⭐ 920 · 📈) - the blessed package to manage your versions by scm tags.
MIT - Nuitka (🥇39 · ⭐ 14K · 📈) - Nuitka is a Python compiler written in Python. Its fully..
Apache-2 - invoke (🥈38 · ⭐ 4.6K · 📈) - Pythonic task management & command execution.
BSD-2 - check-manifest (🥈28 · ⭐ 290 · 📈) - Tool to check the completeness of MANIFEST.in for Python..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- xonsh (🥇35 · ⭐ 9K · 📉) - Python-powered shell. Full-featured and cross-platform.
❗️BSD-1-Clause - bandit (🥈35 · ⭐ 7.4K · 📉) - Bandit is a tool designed to find common security issues in..
Apache-2 - rope (🥇34 · ⭐ 2.1K · 📉) - a python refactoring library.
❗️LGPL-3.0 - pyflakes (🥈33 · ⭐ 1.4K · 📉) - A simple program which checks Python source files for errors.
MIT - pytest-randomly (🥉29 · ⭐ 680 · 📉) - Pytest plugin to randomly order tests and control random.seed.
MIT
Update: 2025.10.09
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- flake8 (🥇42 · ⭐ 3.7K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned..
MIT - prospector (🥇33 · ⭐ 2K · 📈) - Inspects Python source files and provides information about..
❗️GPL-2.0 - ruff (🥈31 · ⭐ 43K · 📈) - An extremely fast Python linter and code formatter, written in Rust.
MIT - wily (🥉25 · ⭐ 1.3K · 💀) - A Python application for tracking, reporting on timing and..
Apache-2 - flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Glances (🥇38 · ⭐ 30K · 📉) - Glances an Eye on your system. A top/htop alternative for..
❗️LGPL-3.0 - Nuitka (🥇38 · ⭐ 14K · 📉) - Nuitka is a Python compiler written in Python. Its fully..
Apache-2 - playwright-python (🥈38 · ⭐ 14K · 📉) - Python version of the Playwright testing and..
Apache-2 - pyenv (🥈34 · ⭐ 43K · 📉) - Simple Python version management.
MIT - breathe (🥈31 · ⭐ 790 · 📉) - ReStructuredText and Sphinx bridge to Doxygen.
BSD-3
Update: 2025.10.02
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- isort (🥈42 · ⭐ 6.8K · 📈) - A Python utility / library to sort imports.
MIT - pipx (🥉36 · ⭐ 12K · 📈) - Install and Run Python Applications in Isolated Environments.
MIT - pyarmor (🥈34 · ⭐ 4.6K · 📈) - A tool used to obfuscate python scripts, bind obfuscated..
❗️SGI-B-2.0 - buildbot (🥉33 · ⭐ 5.4K · 📈) - Python-based continuous integration testing framework; your..
❗️GPL-2.0 - pytype (🥉33 · ⭐ 5K · 📈) - A static type analyzer for Python code.
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- pipenv (🥈42 · ⭐ 25K · 📉) - Python Development Workflow for Humans.
MIT - ruff (🥈28 · ⭐ 43K · 📉) - An extremely fast Python linter and code formatter, written in Rust.
MIT - prospector (🥈28 · ⭐ 2K · 📉) - Inspects Python source files and provides information about..
❗️GPL-2.0 - wily (🥉21 · ⭐ 1.3K · 💀) - A Python application for tracking, reporting on timing and..
Apache-2 - flake8-mypy (🥉15 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy.
MIT
Update: 2025.09.25
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- black (🥇45 · ⭐ 41K · 📈) - The uncompromising Python code formatter.
MIT - flake8 (🥇42 · ⭐ 3.7K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned..
MIT - tox (🥇40 · ⭐ 3.8K · 📈) - Command line driven CI frontend and development task automation tool.
MIT - flake8-black (🥉27 · ⭐ 160 · 📈) - flake8 plugin to run black for checking Python coding style.
MIT - massedit (🥉20 · ⭐ 110 · 📈) - Programmatically edit text files with Python. Useful for source to..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- rich (🥇45 · ⭐ 54K · 📉) - Rich is a Python library for rich text and beautiful formatting in the..
MIT - wemake-python-styleguide (🥇37 · ⭐ 2.8K · 📉) - The strictest and most opinionated python linter ever!.
MIT - xonsh (🥇36 · ⭐ 9K · 📉) - Python-powered shell. Full-featured and cross-platform.
❗️BSD-1-Clause - pudb (🥇33 · ⭐ 3.2K · 📉) - Full-screen console debugger for Python.
❗Unlicensed - buildbot (🥉32 · ⭐ 5.4K · 📉) - Python-based continuous integration testing framework; your..
❗️GPL-2.0
Update: 2025.09.18
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- psutil (🥇47 · ⭐ 11K · 📈) - Cross-platform lib for process and system monitoring in Python.
BSD-3 - poetry (🥈42 · ⭐ 34K · 📈) - Python packaging and dependency management made easy.
MIT - sphinx_rtd_theme (🥈36 · ⭐ 5K · 💤) - Sphinx theme from Read the Docs.
MIT - invoke (🥈36 · ⭐ 4.6K · 📈) - Pythonic task management & command execution.
BSD-2 - asv (🥈32 · ⭐ 940 · 📈) - Airspeed Velocity: A simple Python benchmarking tool with web-based..
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- rich (🥇46 · ⭐ 54K · 📉) - Rich is a Python library for rich text and beautiful formatting in the..
MIT - setuptools (🥇43 · ⭐ 2.8K · 📉) - Official project repository for the Setuptools build system.
MIT - jedi (🥇41 · ⭐ 6K · 📉) - Awesome autocompletion, static analysis and refactoring library for python.
MIT - flake8 (🥇41 · ⭐ 3.7K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned..
MIT - tox (🥈39 · ⭐ 3.8K · 📉) - Command line driven CI frontend and development task automation tool.
MIT
Update: 2025.09.11
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- ruff (🥇47 · ⭐ 42K · 📈) - An extremely fast Python linter and code formatter, written in Rust.
MIT - tox (🥇41 · ⭐ 3.8K · 📈) - Command line driven CI frontend and development task automation tool.
MIT - playwright-python (🥇40 · ⭐ 14K · 📈) - Python version of the Playwright testing and..
Apache-2 - twine (🥈38 · ⭐ 1.7K · 📈) - Utilities for interacting with PyPI.
Apache-2 - pytest-randomly (🥉30 · ⭐ 680 · 📈) - Pytest plugin to randomly order tests and control random.seed.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- pytest-cov (🥈37 · ⭐ 1.9K · 📉) - Coverage plugin for pytest.
MIT - buildbot (🥈35 · ⭐ 5.4K · 📉) - Python-based continuous integration testing framework; your..
❗️GPL-2.0 - sqlmap (🥈34 · ⭐ 35K · 📉) - Automatic SQL injection and database takeover tool.
❗️GPL-3.0 - coveralls-python (🥉31 · ⭐ 570 · 📉) - Show coverage stats online via coveralls.io.
MIT - pylint-django (🥈28 · ⭐ 610 · 📉) - Pylint plugin for improving code analysis for when..
❗️GPL-3.0
Update: 2025.09.04
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- jedi (🥇42 · ⭐ 6K · 📈) - Awesome autocompletion, static analysis and refactoring library for python.
MIT - pytest-mock (🥈38 · ⭐ 2K · 📈) - Thin-wrapper around the mock package for easier use with..
MIT - pyautogui (🥈36 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings...
BSD-3 - sqlmap (🥈35 · ⭐ 35K · 📈) - Automatic SQL injection and database takeover tool.
❗️GPL-3.0 - executing (🥇33 · ⭐ 360 · 📈) - Get information about what a Python frame is currently doing,..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- sphinx (🥇43 · ⭐ 7.3K · 📉) - The Sphinx documentation generator.
❗Unlicensed - Glances (🥇38 · ⭐ 30K · 📉) - Glances an Eye on your system. A top/htop alternative for..
❗️LGPL-3.0 - scons (🥈38 · ⭐ 2.3K · 📉) - SCons - a software construction tool.
MIT - pycodestyle (🥇35 · ⭐ 5.1K · 📉) - Simple Python style checker in one Python file.
MIT - invoke (🥉35 · ⭐ 4.6K · 📉) - Pythonic task management & command execution.
BSD-2