Best-of Python Developer Tools

🏆  A ranked list of awesome python developer tools and libraries. Updated weekly.

This curated list contains 270 awesome open-source projects with a total of 1.1M stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!

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Contents

• Linters & Style Checkers 41 projects
• Type checkers 5 projects
• Code Formatters 7 projects
• Code Refactoring 18 projects
• Code Security 8 projects
• Virtual Environments 10 projects
• Dependency & Package Managers 11 projects
• Code Metrics & Complexity 6 projects
• Logging 21 projects
• Shell 2 projects
• Documentation 28 projects
• Debugging Tools 13 projects
• Testing Tools 43 projects
• Code Packaging 16 projects
• Build Tools 14 projects
• System Monitoring & Profiling 18 projects
• AST Tools 6 projects
• Others 1 projects

Explanation

• 🥇🥈🥉  Combined project-quality score
• ⭐️  Star count from GitHub
• 🐣  New project (less than 6 months old)
• 💤  Inactive project (6 months no activity)
• 💀  Dead project (12 months no activity)
• 📈📉  Project is trending up or down
• ➕  Project was recently added
• ❗️  Warning (e.g. missing/risky license)
• 👨‍💻  Contributors count from GitHub
• 🔀  Fork count from GitHub
• 📋  Issue count from GitHub
• ⏱️  Last update timestamp on package manager
• 📥  Download count from package manager
• 📦  Number of dependent projects
•   Flake8 related project
•   Pytest related project
•   Pylint related project
•   Sphinx related project
•   MkDocs related project

Linters & Style Checkers

ruff (🥇35 · ⭐ 49K) - An extremely fast Python linter and code formatter, written in Rust. MIT

- [GitHub]() (👨‍💻 960 · 🔀 2.4K · 📦 230K):

git clone https://github.com/charliermarsh/ruff

- [PyPi](https://pypi.org/project/ruff) (📥 340M / month · 📦 89K · ⏱️ 27.08.2026):

pip install ruff

- [Conda](https://anaconda.org/conda-forge/ruff) (📥 8.6M · ⏱️ 27.08.2026):

conda install -c conda-forge ruff

pylint (🥇30 · ⭐ 5.7K · 📉) - python code static checker. ❗️GPL-2.0

- [GitHub]() (👨‍💻 670 · 🔀 1.3K · 📦 490K):

git clone https://github.com/PyCQA/pylint

- [PyPi](https://pypi.org/project/pylint) (📦 14K · ⏱️ 09.08.2026):

pip install pylint

- [Conda](https://anaconda.org/conda-forge/pylint) (📥 8.6M · ⏱️ 10.08.2026):

conda install -c conda-forge pylint

flake8 (🥇29 · ⭐ 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT

- [GitHub](https://github.com/PyCQA/flake8) (👨‍💻 180 · 🔀 350 · 📦 690K):

git clone https://github.com/PyCQA/flake8

- [PyPi](https://pypi.org/project/flake8) (📦 27K · ⏱️ 20.06.2025):

pip install flake8

- [Conda](https://anaconda.org/conda-forge/flake8) (📥 11M · ⏱️ 26.06.2025):

conda install -c conda-forge flake8

wemake-python-styleguide (🥇29 · ⭐ 2.9K) - The strictest and most opinionated python linter ever!. MIT

- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨‍💻 230 · 🔀 430 · 📦 18K):

git clone https://github.com/wemake-services/wemake-python-styleguide

- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 260K / month · 📦 130 · ⏱️ 22.08.2026):

pip install wemake-python-styleguide

beartype (🥈28 · ⭐ 3.5K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT

- [GitHub](https://github.com/beartype/beartype) (👨‍💻 33 · 🔀 80 · 📦 14K):

git clone https://github.com/beartype/beartype

- [PyPi](https://pypi.org/project/beartype) (📥 94M / month · 📦 1.3K · ⏱️ 08.08.2026):

pip install beartype

- [Conda](https://anaconda.org/conda-forge/beartype) (📥 820K · ⏱️ 14.12.2025):

conda install -c conda-forge beartype

parso (🥈28 · ⭐ 670) - A Python Parser. MIT

- [GitHub](https://github.com/davidhalter/parso) (👨‍💻 54 · 🔀 120 · 📦 610K):

git clone https://github.com/davidhalter/parso

- [PyPi](https://pypi.org/project/parso) (📦 1.2K · ⏱️ 01.05.2026):

pip install parso

- [Conda](https://anaconda.org/conda-forge/parso) (📥 40M · ⏱️ 02.05.2026):

conda install -c conda-forge parso

pycodestyle (🥈27 · ⭐ 5.2K · 💤) - Simple Python style checker in one Python file. MIT

- [GitHub](https://github.com/PyCQA/pycodestyle) (👨‍💻 140 · 🔀 750):

git clone https://github.com/PyCQA/pycodestyle

- [PyPi](https://pypi.org/project/pycodestyle) (📥 81M / month · 📦 2.2K · ⏱️ 20.06.2025):

pip install pycodestyle

- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 11M · ⏱️ 22.06.2025):

conda install -c conda-forge pycodestyle

hacking (🥈26 · ⭐ 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

- [GitHub](https://github.com/openstack/hacking) (👨‍💻 190 · 🔀 65 · 📦 8K):

git clone https://github.com/openstack/hacking

- [PyPi](https://pypi.org/project/hacking) (📥 120K / month · 📦 110 · ⏱️ 11.06.2026):

pip install hacking

mypy-protobuf (🥈25 · ⭐ 710) - Generate mypy stub files from protobuf specs. Apache-2

- [GitHub]() (👨‍💻 40 · 🔀 82 · 📦 4.8K):

git clone https://github.com/dropbox/mypy-protobuf

- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 8.2M / month · 📦 300 · ⏱️ 28.04.2026):

pip install mypy-protobuf

- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (📥 200K · ⏱️ 28.04.2026):

conda install -c conda-forge mypy-protobuf

flake8-isort (🥈25 · ⭐ 180 · 💤) - flake8 plugin that integrates isort. ❗️GPL-2.0

- [GitHub](https://github.com/gforcada/flake8-isort) (👨‍💻 40 · 🔀 200 · 📦 29K):

git clone https://github.com/gforcada/flake8-isort

- [PyPi](https://pypi.org/project/flake8-isort) (📥 1.4M / month · 📦 630 · ⏱️ 25.10.2025):

pip install flake8-isort

- [Conda](https://anaconda.org/conda-forge/flake8-isort) (📥 110K · ⏱️ 25.10.2025):

conda install -c conda-forge flake8-isort

flake8-bugbear (🥈24 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT

- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨‍💻 94 · 🔀 120 · 📦 43K):

git clone https://github.com/PyCQA/flake8-bugbear

- [PyPi](https://pypi.org/project/flake8-bugbear) (📦 1.5K · ⏱️ 29.11.2025):

pip install flake8-bugbear

- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 930K · ⏱️ 02.12.2025):

conda install -c conda-forge flake8-bugbear

flake8-comprehensions (🥈24 · ⭐ 470 · 💤) - A flake8 plugin to help you write better.. MIT

- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨‍💻 16 · 🔀 23 · 📦 30K):

git clone https://github.com/adamchainz/flake8-comprehensions

- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.7M / month · 📦 780 · ⏱️ 09.09.2025):

pip install flake8-comprehensions

- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 1.2M · ⏱️ 10.09.2025):

conda install -c conda-forge flake8-comprehensions

pylint-django (🥈23 · ⭐ 620) - A Pylint plugin to help Pylint understand the Django.. ❗️GPL-3.0

- [GitHub]() (👨‍💻 73 · 🔀 120 · 📦 33K):

git clone https://github.com/PyCQA/pylint-django

- [PyPi](https://pypi.org/project/pylint-django) (📦 180 · ⏱️ 11.07.2026):

pip install pylint-django

- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 570K · ⏱️ 11.07.2026):

conda install -c conda-forge pylint-django

flake8-black (🥉22 · ⭐ 160 · 💤) - flake8 plugin to run black for checking Python coding style. MIT

- [GitHub](https://github.com/peterjc/flake8-black) (👨‍💻 11 · 🔀 11 · 📦 8.8K):

git clone https://github.com/peterjc/flake8-black

- [PyPi](https://pypi.org/project/flake8-black) (📥 600K / month · 📦 540 · ⏱️ 21.09.2025):

pip install flake8-black

- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 500K · ⏱️ 22.09.2025):

conda install -c conda-forge flake8-black

flake8-commas (🥉22 · ⭐ 130 · 💤) - Flake8 extension for enforcing trailing commas in python. MIT

- [GitHub](https://github.com/PyCQA/flake8-commas) (👨‍💻 15 · 🔀 30 · 📦 19K):

git clone https://github.com/PyCQA/flake8-commas

- [PyPi](https://pypi.org/project/flake8-commas) (📥 280K / month · 📦 220 · ⏱️ 16.05.2024):

pip install flake8-commas

flake8-builtins (🥉22 · ⭐ 120 · 💤) - Check for python builtins being used as variables or.. ❗️GPL-2.0

- [GitHub](https://github.com/gforcada/flake8-builtins) (👨‍💻 21 · 🔀 25 · 📦 12K):

git clone https://github.com/gforcada/flake8-builtins

- [PyPi](https://pypi.org/project/flake8-builtins) (📥 880K / month · 📦 590 · ⏱️ 25.10.2025):

pip install flake8-builtins

- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 720K · ⏱️ 27.10.2025):

conda install -c conda-forge flake8-builtins

check-manifest (🥉21 · ⭐ 290 · 💤) - Tool to check the completeness of MANIFEST.in for Python.. MIT

- [GitHub](https://github.com/mgedmin/check-manifest) (👨‍💻 23 · 🔀 37 · 📦 12K):

git clone https://github.com/mgedmin/check-manifest

- [PyPi](https://pypi.org/project/check-manifest) (📦 5K · ⏱️ 15.10.2025):

pip install check-manifest

- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 220K · ⏱️ 15.10.2025):

conda install -c conda-forge check-manifest

nitpick (🥉20 · ⭐ 410 · 💤) - Enforce the same settings on multiple projects. MIT

- [GitHub](https://github.com/andreoliwa/nitpick) (👨‍💻 18 · 🔀 24 · 📦 1.4K):

git clone https://github.com/andreoliwa/nitpick

- [PyPi](https://pypi.org/project/nitpick) (📥 21K / month · 📦 26 · ⏱️ 30.11.2025):

pip install nitpick

flake8-import-order (🥉19 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0

- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨‍💻 50 · 🔀 73):

git clone https://github.com/PyCQA/flake8-import-order

- [PyPi](https://pypi.org/project/flake8-import-order) (📦 650 · ⏱️ 24.06.2025):

pip install flake8-import-order

- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (📥 620K · ⏱️ 26.06.2025):

conda install -c conda-forge flake8-import-order

flake8-simplify (🥉19 · ⭐ 200 · 💤) - A flake8 plugin that helps you to simplify code. MIT

- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨‍💻 16 · 🔀 23):

git clone https://github.com/MartinThoma/flake8-simplify

- [PyPi](https://pypi.org/project/flake8-simplify) (📥 390K / month · 📦 140 · ⏱️ 01.01.2026):

pip install flake8-simplify

- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (📥 78K · ⏱️ 06.01.2026):

conda install -c conda-forge flake8-simplify

Show 21 hidden projects...

- pyflakes (🥇30 · ⭐ 1.4K · 💀) - A simple program which checks Python source files for errors. MIT - pydocstyle (🥈28 · ⭐ 1.1K · 💀) - docstring style checker. MIT - darglint (🥈25 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT - flake8-quotes (🥈25 · ⭐ 180 · 💀) - Flake8 extension for checking quotes in python. MIT - pylama (🥈23 · ⭐ 1K · 💀) - Code audit tool for python. MIT - pep8-naming (🥈23 · ⭐ 530 · 💀) - Naming Convention checker for Python. ❗️Saxpath - flake8-eradicate (🥈23 · ⭐ 310 · 💀) - Flake8 plugin to find commented out or dead code. MIT - coala (🥉22 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0 - data-science-types (🥉21 · ⭐ 200 · 💀) - Type stubs for Python machine learning libraries. Apache-2 - flake8-bandit (🥉20 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8. MIT - Fixit (🥉19 · ⭐ 690 · 💤) - Advanced Python linting framework with auto-fixes and.. ❗Unlicensed - pandas-vet (🥉18 · ⭐ 170 · 💀) - A plugin for Flake8 that checks pandas code. MIT - pylint-flask (🥉18 · ⭐ 64 · 💀) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0 - pycycle (🥉17 · ⭐ 340 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT - flakehell (🥉17 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT - imhotep (🥉15 · ⭐ 220 · 💀) - A static-analysis bot for Github. MIT - flake8-mypy (🥉14 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. MIT - yala (🥉14 · ⭐ 14 · 💀) - Yet Another Linter Aggregator. MIT - bellybutton (🥉13 · ⭐ 270 · 💀) - Custom Python linting through AST expressions. MIT - linty_fresh (🥉12 · ⭐ 180 · 💀) - Surface lint errors during code review. Apache-2 mypy - lintlang (🥉9 · ⭐ 62 · 🐣) - Static analysis for AI agent configs, tool descriptions, and.. Apache-2

Type checkers

pyright (🥈31 · ⭐ 16K) - Static Type Checker for Python. MIT

- [GitHub](https://github.com/Microsoft/pyright) (👨‍💻 160 · 🔀 1.8K · 📦 1.8K):

git clone https://github.com/Microsoft/pyright

- [npm](https://www.npmjs.com/package/pyright) (📥 3.6M / month · 📦 110 · ⏱️ 14.08.2026):

npm install pyright

pyre-check (🥉24 · ⭐ 7.2K) - Performant type-checking for python. MIT

- [GitHub](https://github.com/facebook/pyre-check) (👨‍💻 310 · 🔀 450 · 📦 24):

git clone https://github.com/facebook/pyre-check

- [PyPi](https://pypi.org/project/pyre-check) (📥 220K / month · 📦 110 · ⏱️ 06.08.2026):

pip install pyre-check

Show 3 hidden projects...

- mypy (🥇35 · ⭐ 21K) - Optional static typing for Python. ❗Unlicensed - pytype (🥉26 · ⭐ 4.9K · 💀) - A static type analyzer for Python code. Apache-2 - typeguard (🥉24 · ⭐ 1.8K · 📉) - Run-time type checker for Python. ❗Unlicensed

Code Formatters

black (🥇37 · ⭐ 42K) - The uncompromising Python code formatter. MIT

- [GitHub](https://github.com/psf/black) (👨‍💻 550 · 🔀 2.8K · 📦 690K):

git clone https://github.com/psf/black

- [PyPi](https://pypi.org/project/black) (📥 180M / month · 📦 66K · ⏱️ 18.05.2026):

pip install black

- [Conda](https://anaconda.org/conda-forge/black) (📥 20M · ⏱️ 22.05.2026):

conda install -c conda-forge black

isort (🥈34 · ⭐ 6.9K) - A Python utility / library to sort imports. MIT

- [GitHub](https://github.com/PyCQA/isort) (👨‍💻 350 · 🔀 680 · 📦 590K):

git clone https://github.com/PyCQA/isort

- [PyPi](https://pypi.org/project/isort) (📥 140M / month · 📦 29K · ⏱️ 27.08.2026):

pip install isort

- [Conda](https://anaconda.org/conda-forge/isort) (📥 10M · ⏱️ 27.08.2026):

conda install -c conda-forge isort

yapf (🥈31 · ⭐ 14K · 💤) - A formatter for Python files. Apache-2

- [GitHub](https://github.com/google/yapf) (👨‍💻 160 · 🔀 900 · 📦 110K):

git clone https://github.com/google/yapf

- [PyPi](https://pypi.org/project/yapf) (📥 9.1M / month · 📦 1.3K · ⏱️ 14.11.2024):

pip install yapf

- [Conda](https://anaconda.org/conda-forge/yapf) (📥 3.7M · ⏱️ 22.04.2025):

conda install -c conda-forge yapf

Show 4 hidden projects...

- autopep8 (🥉26 · ⭐ 4.6K · 💀) - A tool that automatically formats Python code to conform to the PEP.. MIT - docformatter (🥉19 · ⭐ 590) - Formats docstrings to follow PEP 257. ❗Unlicensed - autoimport (🥉15 · ⭐ 96 · 💀) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0 - pyformat (🥉13 · ⭐ 94 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath

Code Refactoring

jedi (🥇34 · ⭐ 6.1K) - Awesome autocompletion, static analysis and refactoring library for python. MIT

- [GitHub](https://github.com/davidhalter/jedi) (👨‍💻 180 · 🔀 530 · 📦 600K):

git clone https://github.com/davidhalter/jedi

- [PyPi](https://pypi.org/project/jedi) (📥 140M / month · 📦 1.6K · ⏱️ 01.05.2026):

pip install jedi

- [Conda](https://anaconda.org/conda-forge/jedi) (📥 42M · ⏱️ 23.06.2026):

conda install -c conda-forge jedi

vulture (🥇27 · ⭐ 4.8K) - Find dead Python code. MIT

- [GitHub](https://github.com/jendrikseipp/vulture) (👨‍💻 56 · 🔀 200 · 📦 7.8K):

git clone https://github.com/jendrikseipp/vulture

- [PyPi](https://pypi.org/project/vulture) (📥 13M / month · 📦 660 · ⏱️ 25.03.2026):

pip install vulture

- [Conda](https://anaconda.org/conda-forge/vulture) (📥 250K · ⏱️ 26.03.2026):

conda install -c conda-forge vulture

rope (🥇27 · ⭐ 2.2K · 💤) - a python refactoring library. ❗️LGPL-3.0

- [GitHub](https://github.com/python-rope/rope) (👨‍💻 87 · 🔀 190 · 📦 79K):

git clone https://github.com/python-rope/rope

- [PyPi](https://pypi.org/project/rope) (📥 2M / month · 📦 320 · ⏱️ 12.07.2025):

pip install rope

- [Conda](https://anaconda.org/conda-forge/rope) (📥 2.7M · ⏱️ 13.07.2025):

conda install -c conda-forge rope

autoflake (🥈25 · ⭐ 950 · 📈) - Removes unused imports and unused variables. MIT

- [GitHub]() (👨‍💻 43 · 🔀 94):

git clone https://github.com/myint/autoflake

- [PyPi](https://pypi.org/project/autoflake) (📥 7.2M / month · 📦 1.5K · ⏱️ 22.08.2026):

pip install autoflake

- [Conda](https://anaconda.org/conda-forge/autoflake) (📥 690K · ⏱️ 22.08.2026):

conda install -c conda-forge autoflake

pyupgrade (🥈24 · ⭐ 4K · 💤) - A tool (and pre-commit hook) to automatically upgrade syntax for.. MIT

- [GitHub](https://github.com/asottile/pyupgrade) (👨‍💻 37 · 🔀 200):

git clone https://github.com/asottile/pyupgrade

- [PyPi](https://pypi.org/project/pyupgrade) (📥 1.5M / month · 📦 630 · ⏱️ 19.11.2025):

pip install pyupgrade

- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 1M · ⏱️ 19.11.2025):

conda install -c conda-forge pyupgrade

add-trailing-comma (🥉18 · ⭐ 370 · 💤) - A tool (and pre-commit hook) to automatically add.. MIT

- [GitHub](https://github.com/asottile/add-trailing-comma) (👨‍💻 11 · 🔀 29):

git clone https://github.com/asottile/add-trailing-comma

- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 91K / month · 📦 41 · ⏱️ 10.10.2025):

pip install add-trailing-comma

unimport (🥉18 · ⭐ 250) - The ultimate linter and formatter for removing unused import statements.. MIT

- [GitHub]() (👨‍💻 16 · 🔀 21 · 📦 170):

git clone https://github.com/hakancelik96/unimport

- [PyPi](https://pypi.org/project/unimport) (📥 47K / month · 📦 45 · ⏱️ 02.06.2026):

pip install unimport

massedit (🥉15 · ⭐ 120 · 💤) - Programmatically edit text files with Python. Useful for source to.. MIT

- [GitHub](https://github.com/elmotec/massedit) (👨‍💻 9 · 🔀 14 · 📦 54):

git clone https://github.com/elmotec/massedit

- [PyPi](https://pypi.org/project/massedit) (📥 2K / month · 📦 3 · ⏱️ 21.09.2025):

pip install massedit

Show 10 hidden projects...

- MonkeyType (🥈21 · ⭐ 4.9K · 💀) - A Python library that generates static type annotations by.. BSD-3 - redbaron (🥈21 · ⭐ 720 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0 - eradicate (🥈21 · ⭐ 220 · 💤) - Removes commented-out code. ❗️Saxpath - Bowler (🥉20 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python. MIT - pyannotate (🥉20 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2 - baron (🥉20 · ⭐ 300 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0 - unify (🥉18 · ⭐ 94 · 💀) - Modifies strings to all use the same quote where possible. MIT - com2ann (🥉17 · ⭐ 160 · 💀) - Tool for translation type comments to type annotations in Python. MIT - retype (🥉13 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT - pep8ify (🥉13 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2

Code Security

bandit (🥇30 · ⭐ 8.1K) - Bandit is a tool designed to find common security issues in Python.. Apache-2

- [GitHub](https://github.com/PyCQA/bandit) (👨‍💻 200 · 🔀 780 · 📦 68K):

git clone https://github.com/PyCQA/bandit

- [PyPi](https://pypi.org/project/bandit) (📥 29M / month · 📦 3.4K · ⏱️ 25.02.2026):

pip install bandit

- [Conda](https://anaconda.org/conda-forge/bandit) (📥 720K · ⏱️ 25.02.2026):

conda install -c conda-forge bandit

safety (🥈29 · ⭐ 2K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT

- [GitHub](https://github.com/pyupio/safety) (👨‍💻 56 · 🔀 180 · 📦 20K):

git clone https://github.com/pyupio/safety

- [PyPi](https://pypi.org/project/safety) (📥 4.5M / month · 📦 1.4K · ⏱️ 29.05.2026):

pip install safety

- [Conda](https://anaconda.org/conda-forge/safety) (📥 190K · ⏱️ 30.05.2026):

conda install -c conda-forge safety

sqlmap (🥈25 · ⭐ 38K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0

- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨‍💻 160 · 🔀 6.3K · 📦 24):

git clone https://github.com/sqlmapproject/sqlmap

- [PyPi](https://pypi.org/project/sqlmap) (📥 68K / month · 📦 13 · ⏱️ 04.08.2026):

pip install sqlmap

dlint (🥉18 · ⭐ 180 · 💤) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3

- [GitHub](https://github.com/dlint-py/dlint) (👨‍💻 16 · 🔀 17):

git clone https://github.com/dlint-py/dlint

- [PyPi](https://pypi.org/project/dlint) (📥 76K / month · 📦 110 · ⏱️ 31.10.2024):

pip install dlint

- [Conda](https://anaconda.org/conda-forge/dlint) (📥 15K · ⏱️ 22.04.2025):

conda install -c conda-forge dlint

Show 4 hidden projects...

- pyarmor (🥈25 · ⭐ 5.2K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0 - detect-secrets (🥉24 · ⭐ 4.2K · 💀) - An enterprise friendly way of detecting and preventing.. Apache-2 - dodgy (🥉19 · ⭐ 120 · 💀) - Dodgy: Searches for dodgy looking lines in Python code. MIT - pyt (🥉16 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0

Virtual Environments

virtualenv (🥇36 · ⭐ 5K) - Virtual Python Environment builder. MIT

- [GitHub](https://github.com/pypa/virtualenv) (👨‍💻 310 · 🔀 1.1K · 📦 510K):

git clone https://github.com/pypa/virtualenv

- [PyPi](https://pypi.org/project/virtualenv) (📥 540M / month · 📦 2.2K · ⏱️ 25.08.2026):

pip install virtualenv

- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 24M · ⏱️ 26.08.2026):

conda install -c conda-forge virtualenv

pipenv (🥈35 · ⭐ 25K) - Python Development Workflow for Humans. MIT

- [GitHub](https://github.com/pypa/pipenv) (👨‍💻 550 · 🔀 1.9K · 📦 170K):

git clone https://github.com/pypa/pipenv

- [PyPi](https://pypi.org/project/pipenv) (📥 25M / month · 📦 260 · ⏱️ 20.08.2026):

pip install pipenv

- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 370K · ⏱️ 20.08.2026):

conda install -c conda-forge pipenv

nodeenv (🥈31 · ⭐ 1.8K · 💤) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

- [GitHub](https://github.com/ekalinin/nodeenv) (👨‍💻 110 · 🔀 220 · 📦 150K):

git clone https://github.com/ekalinin/nodeenv

- [PyPi](https://pypi.org/project/nodeenv) (📥 220M / month · 📦 410 · ⏱️ 20.12.2025):

pip install nodeenv

- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 9.7M · ⏱️ 20.12.2025):

conda install -c conda-forge nodeenv

Show 7 hidden projects...

- pyenv (🥈23 · ⭐ 41K · 💀) - Simple Python version management. MIT - pyenv-virtualenv (🥉14 · ⭐ 6.3K · 💀) - a pyenv plugin to manage virtualenv (a.k.a. python-.. MIT - vex (🥉14 · ⭐ 350 · 💀) - Run a command in the named virtualenv. MIT - pyenv-installer (🥉12 · ⭐ 3.9K · 💀) - This tool is used to install `pyenv` and friends. MIT - freshenv (🥉12 · ⭐ 150 · 💀) - Provision, share, manage local and cloud developer environments. MPL-2.0 - dh-virtualenv (🥉11 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages. ❗️GPL-2.0 - pipenv-pipes (🥉11 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT

Dependency & Package Managers

pip (🥇36 · ⭐ 10K) - The Python package installer. MIT

- [GitHub](https://github.com/pypa/pip) (👨‍💻 910 · 🔀 3.4K · 📦 260K):

git clone https://github.com/pypa/pip

- [PyPi](https://pypi.org/project/pip) (📥 720M / month · 📦 6.3K · ⏱️ 04.08.2026):

pip install pip

- [Conda](https://anaconda.org/conda-forge/pip) (📥 250M · ⏱️ 05.08.2026):

conda install -c conda-forge pip

pipx (🥇31 · ⭐ 13K) - Install and Run Python Applications in Isolated Environments. MIT

- [GitHub](https://github.com/pypa/pipx) (👨‍💻 210 · 🔀 590 · 📦 4.9K):

git clone https://github.com/pypa/pipx

- [PyPi](https://pypi.org/project/pipx) (📥 6.8M / month · 📦 110 · ⏱️ 13.08.2026):

pip install pipx

- [Conda](https://anaconda.org/conda-forge/pipx) (📥 250K · ⏱️ 05.06.2026):

conda install -c conda-forge pipx

pip-tools (🥇31 · ⭐ 8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

- [GitHub](https://github.com/jazzband/pip-tools) (👨‍💻 230 · 🔀 670 · 📦 38K):

git clone https://github.com/jazzband/pip-tools

- [PyPi](https://pypi.org/project/pip-tools) (📥 17M / month · 📦 3.2K · ⏱️ 12.08.2026):

pip install pip-tools

- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 370K · ⏱️ 14.08.2026):

conda install -c conda-forge pip-tools

PDM (🥈30 · ⭐ 8.7K) - A modern Python package and dependency manager supporting the latest PEP.. MIT

- [GitHub](https://github.com/pdm-project/pdm) (👨‍💻 260 · 🔀 480 · 📦 630):

git clone https://github.com/pdm-project/pdm

- [PyPi](https://pypi.org/project/pdm) (📥 11M / month · 📦 240 · ⏱️ 18.08.2026):

pip install pdm

- [Conda](https://anaconda.org/conda-forge/pdm) (📥 1.9M · ⏱️ 18.08.2026):

conda install -c conda-forge pdm

conda (🥈30 · ⭐ 7.5K) - A system-level, binary package and environment manager running on all.. BSD-3

- [GitHub](https://github.com/conda/conda) (👨‍💻 500 · 🔀 2.2K · 📦 52K):

git clone https://github.com/conda/conda

- [PyPi](https://pypi.org/project/conda) (📥 6.2K / month · 📦 83 · ⏱️ 22.04.2017):

pip install conda

- [Conda](https://anaconda.org/conda-forge/conda) (📥 80M · ⏱️ 21.08.2026):

conda install -c conda-forge conda

poetry (🥉29 · ⭐ 34K · 📉) - Python packaging and dependency management made easy. MIT

- [GitHub](https://github.com/python-poetry/poetry) (👨‍💻 670 · 🔀 2.5K):

git clone https://github.com/python-poetry/poetry

- [PyPi](https://pypi.org/project/poetry) (📦 920 · ⏱️ 09.05.2026):

pip install poetry

- [Conda](https://anaconda.org/conda-forge/poetry) (📥 8.3M · ⏱️ 09.05.2026):

conda install -c conda-forge poetry

pipreqs (🥉25 · ⭐ 7.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2

- [GitHub](https://github.com/bndr/pipreqs) (👨‍💻 76 · 🔀 420 · 📦 41K):

git clone https://github.com/bndr/pipreqs

- [PyPi](https://pypi.org/project/pipreqs) (📦 320 · ⏱️ 18.02.2024):

pip install pipreqs

- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 130K · ⏱️ 20.06.2026):

conda install -c conda-forge pipreqs

mamba (🥉20 · ⭐ 8.1K) - The Fast Cross-Platform Package Manager. BSD-3

- [GitHub](https://github.com/mamba-org/mamba) (👨‍💻 190 · 🔀 450):

git clone https://github.com/mamba-org/mamba

- [Conda](https://anaconda.org/conda-forge/mamba) (📥 28M · ⏱️ 07.08.2026):

conda install -c conda-forge mamba

pyflow (🥉16 · ⭐ 1.3K · 💤) - An installation and dependency system for Python. MIT

- [GitHub](https://github.com/David-OConnor/pyflow) (👨‍💻 30 · 🔀 48 · 📦 44):

git clone https://github.com/David-OConnor/pyflow

- [PyPi](https://pypi.org/project/pyflow) (📦 1 · ⏱️ 02.07.2021):

pip install pyflow

Show 2 hidden projects...

- dephell (🥉18 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. MIT - pip-run (🥉15 · ⭐ 140 · 💀) - pip-run - dynamic dependency loader for Python. ❗Unlicensed

Code Metrics & Complexity

mccabe (🥇28 · ⭐ 680 · 💀) - McCabe complexity checker for Python. ❗️Saxpath

- [GitHub](https://github.com/PyCQA/mccabe) (👨‍💻 24 · 🔀 63 · 📦 530K):

git clone https://github.com/PyCQA/mccabe

- [PyPi](https://pypi.org/project/mccabe) (📥 91M / month · 📦 930 · ⏱️ 24.01.2022):

pip install mccabe

- [Conda](https://anaconda.org/conda-forge/mccabe) (📥 13M · ⏱️ 22.04.2025):

conda install -c conda-forge mccabe

prospector (🥈23 · ⭐ 2.1K) - Prospector is a tool to analyse Python code by aggregating the.. ❗️GPL-2.0

- [GitHub]() (👨‍💻 99 · 🔀 180 · 📦 5.6K):

git clone https://github.com/PyCQA/prospector

- [PyPi](https://pypi.org/project/prospector) (📦 310 · ⏱️ 16.07.2026):

pip install prospector

- [Conda](https://anaconda.org/conda-forge/prospector) (📥 260K · ⏱️ 16.07.2026):

conda install -c conda-forge prospector

wily (🥈22 · ⭐ 1.3K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2

- [GitHub](https://github.com/tonybaloney/wily) (👨‍💻 25 · 🔀 67 · 📦 310):

git clone https://github.com/tonybaloney/wily

- [PyPi](https://pypi.org/project/wily) (📥 65K / month · 📦 14 · ⏱️ 26.04.2026):

pip install wily

Show 3 hidden projects...

- radon (🥈22 · ⭐ 1.9K · 💀) - Various code metrics for Python code. MIT - xenon (🥉20 · ⭐ 81 · 💀) - Monitoring tool based on radon. MIT - cohesion (🥉15 · ⭐ 250 · 💀) - A tool for measuring Python class cohesion. ❗️GPL-3.0

Logging

tqdm (🥇37 · ⭐ 31K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0

- [GitHub](https://github.com/tqdm/tqdm) (👨‍💻 150 · 🔀 1.5K · 📦 1.2M):

git clone https://github.com/tqdm/tqdm

- [PyPi](https://pypi.org/project/tqdm) (📥 660M / month · 📦 59K · ⏱️ 27.07.2026):

pip install tqdm

- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 56M · ⏱️ 27.07.2026):

conda install -c conda-forge tqdm

- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 8.8K · ⭐ 3 · ⏱️ 22.08.2026):

docker pull tqdm/tqdm

rich (🥇36 · ⭐ 56K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT

- [GitHub](https://github.com/Textualize/rich) (👨‍💻 290 · 🔀 2.2K · 📦 560K):

git clone https://github.com/Textualize/rich

- [PyPi](https://pypi.org/project/rich) (📥 640M / month · 📦 44K · ⏱️ 12.04.2026):

pip install rich

- [Conda](https://anaconda.org/conda-forge/rich) (📥 25M · ⏱️ 12.04.2026):

conda install -c conda-forge rich

loguru (🥇31 · ⭐ 24K) - Python logging made (stupidly) simple. MIT

- [GitHub](https://github.com/Delgan/loguru) (👨‍💻 79 · 🔀 800 · 📦 160K):

git clone https://github.com/Delgan/loguru

- [PyPi](https://pypi.org/project/loguru) (📥 86M / month · 📦 15K · ⏱️ 06.12.2024):

pip install loguru

- [Conda](https://anaconda.org/conda-forge/loguru) (📥 4.9M · ⏱️ 16.01.2026):

conda install -c conda-forge loguru

structlog (🥇31 · ⭐ 4.8K) - Simple, powerful, and fast logging for Python. Apache-2

- [GitHub](https://github.com/hynek/structlog) (👨‍💻 140 · 🔀 280 · 📦 38K):

git clone https://github.com/hynek/structlog

- [PyPi](https://pypi.org/project/structlog) (📥 120M / month · 📦 5K · ⏱️ 06.06.2026):

pip install structlog

- [Conda](https://anaconda.org/conda-forge/structlog) (📥 1.5M · ⏱️ 06.06.2026):

conda install -c conda-forge structlog

sentry-sdk (🥇31 · ⭐ 2.2K) - The official Python SDK for Sentry.io. MIT

- [GitHub](https://github.com/getsentry/sentry-python) (👨‍💻 350 · 🔀 660):

git clone https://github.com/getsentry/sentry-python

- [PyPi](https://pypi.org/project/sentry-sdk) (📥 180M / month · 📦 1.9K · ⏱️ 24.08.2026):

pip install sentry-sdk

- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 2M · ⏱️ 25.08.2026):

conda install -c conda-forge sentry-sdk

tabulate (🥈30 · ⭐ 2.6K) - Pretty-print tabular data in Python, a library and a command-line.. MIT

- [GitHub](https://github.com/astanin/python-tabulate) (👨‍💻 110 · 🔀 200):

git clone https://github.com/astanin/python-tabulate

- [PyPi](https://pypi.org/project/tabulate) (📥 230M / month · 📦 12K · ⏱️ 04.03.2026):

pip install tabulate

- [Conda](https://anaconda.org/conda-forge/tabulate) (📥 14M · ⏱️ 05.03.2026):

conda install -c conda-forge tabulate

python-json-logger (🥈29 · ⭐ 1.8K) - Json Formatter for the standard python logger. BSD-2

- [GitHub](https://github.com/madzak/python-json-logger) (👨‍💻 64 · 🔀 230):

git clone https://github.com/madzak/python-json-logger

- [PyPi](https://pypi.org/project/python-json-logger) (📥 120M / month · 📦 1.7K · ⏱️ 15.08.2026):

pip install python-json-logger

- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 18M · ⏱️ 16.08.2026):

conda install -c conda-forge python-json-logger

colorlog (🥈29 · ⭐ 970) - A colored formatter for the python logging module. MIT

- [GitHub](https://github.com/borntyping/python-colorlog) (👨‍💻 37 · 🔀 99 · 📦 68K):

git clone https://github.com/borntyping/python-colorlog

- [PyPi](https://pypi.org/project/colorlog) (📥 62M / month · 📦 3.2K · ⏱️ 23.07.2026):

pip install colorlog

- [Conda](https://anaconda.org/conda-forge/colorlog) (📥 7.7M · ⏱️ 18.07.2026):

conda install -c conda-forge colorlog

python-coloredlogs (🥉27 · ⭐ 550 · 💤) - Colored terminal output for Pythons logging module. MIT

- [GitHub](https://github.com/xolox/python-coloredlogs) (👨‍💻 17 · 🔀 45 · 📦 88K):

git clone https://github.com/xolox/python-coloredlogs

- [PyPi](https://pypi.org/project/coloredlogs) (📥 41M / month · 📦 1.9K · ⏱️ 11.06.2021):

pip install coloredlogs

- [Conda](https://anaconda.org/anaconda/coloredlogs) (📥 25K · ⏱️ 03.11.2025):

conda install -c anaconda coloredlogs

alive-progress (🥉26 · ⭐ 5.9K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT

- [GitHub](https://github.com/rsalmei/alive-progress) (👨‍💻 11 · 🔀 210 · 📦 5.2K):

git clone https://github.com/rsalmei/alive-progress

- [PyPi](https://pypi.org/project/alive-progress) (📥 3.6M / month · 📦 590 · ⏱️ 20.07.2025):

pip install alive-progress

- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 340K · ⏱️ 08.03.2026):

conda install -c conda-forge alive-progress

progressbar2 (🥉26 · ⭐ 880) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3

- [GitHub](https://github.com/WoLpH/python-progressbar) (👨‍💻 140 · 🔀 110):

git clone https://github.com/WoLpH/python-progressbar

- [PyPi](https://pypi.org/project/progressbar2) (📥 20M / month · 📦 1.1K · ⏱️ 14.08.2026):

pip install progressbar2

- [Conda](https://anaconda.org/conda-forge/progressbar2) (📥 5.5M · ⏱️ 14.08.2026):

conda install -c conda-forge progressbar2

stackprinter (🥉23 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT

- [GitHub](https://github.com/cknd/stackprinter) (👨‍💻 9 · 🔀 42 · 📦 450):

git clone https://github.com/cknd/stackprinter

- [PyPi](https://pypi.org/project/stackprinter) (📥 460K / month · 📦 54 · ⏱️ 17.04.2026):

pip install stackprinter

- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 22K · ⏱️ 20.04.2026):

conda install -c conda-forge stackprinter

better-exceptions (🥉22 · ⭐ 4.7K · 💤) - Pretty and useful exceptions in Python, automatically. MIT

- [GitHub](https://github.com/Qix-/better-exceptions) (👨‍💻 20 · 🔀 200):

git clone https://github.com/Qix-/better-exceptions

- [PyPi](https://pypi.org/project/better-exceptions) (📥 470K / month · 📦 100 · ⏱️ 29.01.2021):

pip install better-exceptions

rebound (🥉21 · ⭐ 4.1K) - Command-line tool that instantly fetches Stack Overflow results.. ❗️GPL-3.0

- [GitHub](https://github.com/shobrook/rebound) (👨‍💻 16 · 🔀 380):

git clone https://github.com/shobrook/rebound

- [PyPi](https://pypi.org/project/rebound) (📥 36K / month · 📦 59 · ⏱️ 22.07.2026):

pip install rebound

- [Conda](https://anaconda.org/conda-forge/rebound) (📥 1.4M · ⏱️ 10.07.2026):

conda install -c conda-forge rebound

Show 7 hidden projects...

- prettytable (🥈29 · ⭐ 1.7K) - A simple Python library for easily displaying tabular data.. ❗Unlicensed - logbook (🥉27 · ⭐ 1.5K · 📈) - A cool logging replacement for Python. ❗Unlicensed - notifiers (🥉24 · ⭐ 2.7K · 💀) - The easy way to send notifications. MIT - wasabi (🥉24 · ⭐ 460 · 💀) - A lightweight console printing and formatting toolkit. MIT - python-devtools (🥉21 · ⭐ 970 · 💀) - Dev tools for python. MIT - PrettyErrors (🥉20 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible. MIT - tbvaccine (🥉16 · ⭐ 300 · 💀) - A small utility to pretty-print Python tracebacks. MIT

Shell

xxh (🥉16 · ⭐ 5.8K · 💤) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2

- [GitHub](https://github.com/xxh/xxh) (👨‍💻 29 · 🔀 120):

git clone https://github.com/xxh/xxh

- [PyPi](https://pypi.org/project/xxh-xxh) (📥 1.2K / month · ⏱️ 06.04.2024):

pip install xxh-xxh

Show 1 hidden projects...

- xonsh (🥇27 · ⭐ 9.6K) - Python-powered shell. Full-featured, cross-platform and AI-.. ❗️BSD-1-Clause

Documentation

mkdocs-material (🥇34 · ⭐ 27K) - Documentation that simply works. MIT

- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨‍💻 330 · 🔀 4.1K · 📦 93K):

git clone https://github.com/squidfunk/mkdocs-material

- [PyPi](https://pypi.org/project/mkdocs-material) (📥 17M / month · 📦 15K · ⏱️ 17.07.2026):

pip install mkdocs-material

- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 1.1M · ⏱️ 18.07.2026):

conda install -c conda-forge mkdocs-material

mkdocs (🥇32 · ⭐ 22K · 💤) - Project documentation with Markdown. BSD-2

- [GitHub](https://github.com/mkdocs/mkdocs) (👨‍💻 260 · 🔀 2.6K · 📦 110K):

git clone https://github.com/mkdocs/mkdocs

- [PyPi](https://pypi.org/project/mkdocs) (📥 18M / month · 📦 7.1K · ⏱️ 30.08.2024):

pip install mkdocs

- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 1.2M · ⏱️ 22.04.2025):

conda install -c conda-forge mkdocs

sphinx_rtd_theme (🥈30 · ⭐ 5K) - Sphinx theme from Read the Docs. MIT

- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (👨‍💻 120 · 🔀 1.8K · 📦 16):

git clone https://github.com/readthedocs/sphinx_rtd_theme

- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (📥 13M / month · 📦 20K · ⏱️ 12.01.2026):

pip install sphinx_rtd_theme

- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (📥 5.5M · ⏱️ 29.07.2026):

conda install -c conda-forge sphinx_rtd_theme

mkdocstrings (🥈29 · ⭐ 2.1K) - Automatic documentation from sources, for MkDocs. ISC

- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨‍💻 55 · 🔀 120 · 📦 30K):

git clone https://github.com/mkdocstrings/mkdocstrings

- [PyPi](https://pypi.org/project/mkdocstrings) (📥 8.2M / month · 📦 2.1K · ⏱️ 11.07.2026):

pip install mkdocstrings

- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 410K · ⏱️ 12.07.2026):

conda install -c conda-forge mkdocstrings

Griffe (🥈29 · ⭐ 680) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC

- [GitHub](https://github.com/mkdocstrings/griffe) (👨‍💻 51 · 🔀 71 · 📦 18K):

git clone https://github.com/mkdocstrings/griffe

- [PyPi](https://pypi.org/project/griffe) (📥 33M / month · 📦 680 · ⏱️ 16.08.2026):

pip install griffe

- [Conda](https://anaconda.org/conda-forge/griffe) (📥 1.1M · ⏱️ 17.08.2026):

conda install -c conda-forge griffe

sphinx-autodoc-typehints (🥈28 · ⭐ 590) - Type hints support for the Sphinx autodoc extension. MIT

- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨‍💻 70 · 🔀 110 · 📦 62K):

git clone https://github.com/tox-dev/sphinx-autodoc-typehints

- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 8.5M / month · 📦 7.7K · ⏱️ 24.08.2026):

pip install sphinx-autodoc-typehints

- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 1.1M · ⏱️ 25.08.2026):

conda install -c conda-forge sphinx-autodoc-typehints

sphinx-autobuild (🥈25 · ⭐ 600 · 💤) - Rebuild Sphinx documentation on changes, with hot.. MIT

- [GitHub]() (👨‍💻 37 · 🔀 94 · 📦 33K):

git clone https://github.com/executablebooks/sphinx-autobuild

- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 4.9M / month · 📦 2.3K · ⏱️ 25.08.2025):

pip install sphinx-autobuild

- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (📥 580K · ⏱️ 04.11.2025):

conda install -c conda-forge sphinx-autobuild

sphinx-markdown-builder (🥉24 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT

- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (👨‍💻 19 · 🔀 60 · 📦 1.6K):

git clone https://github.com/clayrisser/sphinx-markdown-builder

- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 580K / month · 📦 270 · ⏱️ 16.08.2026):

pip install sphinx-markdown-builder

pdoc3 (🥉23 · ⭐ 1.2K · 💤) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0

- [GitHub](https://github.com/pdoc3/pdoc) (👨‍💻 69 · 🔀 140 · 📦 5.3K):

git clone https://github.com/pdoc3/pdoc

- [PyPi](https://pypi.org/project/pdoc3) (📥 270K / month · 📦 490 · ⏱️ 20.03.2025):

pip install pdoc3

- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 3K · ⏱️ 17.10.2025):

conda install -c anaconda pdoc3

interrogate (🥉23 · ⭐ 660 · 💤) - Explain yourself! Interrogate a codebase for docstring coverage. MIT

- [GitHub](https://github.com/econchick/interrogate) (👨‍💻 17 · 🔀 49 · 📦 9.5K):

git clone https://github.com/econchick/interrogate

- [PyPi](https://pypi.org/project/interrogate) (📥 1.6M / month · 📦 390 · ⏱️ 07.04.2024):

pip install interrogate

blacken-docs (🥉19 · ⭐ 670 · 💤) - Run Black on Python code blocks in documentation files. MIT

- [GitHub]() (👨‍💻 26 · 🔀 45 · 📦 1.6K):

git clone https://github.com/asottile/blacken-docs

- [PyPi](https://pypi.org/project/blacken-docs) (📦 120 · ⏱️ 08.09.2025):

pip install blacken-docs

- [Conda](https://anaconda.org/conda-forge/blacken-docs) (📥 66K · ⏱️ 08.09.2025):

conda install -c conda-forge blacken-docs

lazydocs (🥉19 · ⭐ 240 · 💤) - Generate markdown API documentation from Google-style Python.. MIT

- [GitHub](https://github.com/ml-tooling/lazydocs) (👨‍💻 13 · 🔀 43 · 📦 420):

git clone https://github.com/ml-tooling/lazydocs

- [PyPi](https://pypi.org/project/lazydocs) (📥 26K / month · 📦 65 · ⏱️ 27.07.2021):

pip install lazydocs

mkdocs-print-site-plugin (🥉18 · ⭐ 180) - MkDocs Plugin that adds an additional page that.. MIT

- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨‍💻 17 · 🔀 28):

git clone https://github.com/timvink/mkdocs-print-site-plugin

- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 210K / month · 📦 22 · ⏱️ 03.08.2025):

pip install mkdocs-print-site-plugin

Show 15 hidden projects...

- sphinx (🥇31 · ⭐ 7.7K) - The Sphinx documentation generator. ❗Unlicensed - alabaster (🥈28 · ⭐ 770 · 💀) - A light, configurable Sphinx theme. BSD-3 - pdoc (🥈25 · ⭐ 2.4K · 💤) - API Documentation for Python Projects. ❗️MIT-0 - breathe (🥈25 · ⭐ 810 · 💀) - Sphinx Doxygen renderer. BSD-3 - numpydoc (🥉24 · ⭐ 350) - Numpys Sphinx extensions. ❗Unlicensed - sphinx-bootstrap-theme (🥉22 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT - mkdocs-with-pdf (🥉21 · ⭐ 360 · 💀) - Generate a single PDF file from MkDocs repository. MIT - pytkdocs (🥉21 · ⭐ 54 · 💀) - Load Python objects documentation. ISC - portray (🥉20 · ⭐ 860 · 💀) - Your Project with Great Documentation. MIT - mkdocs-awesome-pages-plugin (🥉20 · ⭐ 620 · 💀) - An MkDocs plugin that simplifies configuring page.. MIT - mkdocs-pdf-export-plugin (🥉20 · ⭐ 220 · 💀) - An MkDocs plugin to export content pages as PDF files. MIT - pycco (🥉19 · ⭐ 840 · 💀) - Literate-style documentation generator. MIT - releases (🥉19 · ⭐ 180 · 💀) - A powerful Sphinx changelog-generating extension. BSD-2 - mkdocs-git-revision-date-plugin (🥉19 · ⭐ 56 · 💀) - MkDocs plugin for setting revision date from git per.. MIT - mkdocs-versioning (🥉16 · ⭐ 40 · 💀) - A tool that allows for versioning sites built with.. MIT

Debugging Tools

icecream (🥇27 · ⭐ 10K) - Never use print() to debug again. MIT

- [GitHub](https://github.com/gruns/icecream) (👨‍💻 40 · 🔀 220 · 📦 24):

git clone https://github.com/gruns/icecream

- [PyPi](https://pypi.org/project/icecream) (📥 1.8M / month · 📦 600 · ⏱️ 03.04.2026):

pip install icecream

- [Conda](https://anaconda.org/conda-forge/icecream) (📥 120K · ⏱️ 04.04.2026):

conda install -c conda-forge icecream

pyelftools (🥇27 · ⭐ 2.3K) - Parsing ELF and DWARF in Python. Unlicense

- [GitHub](https://github.com/eliben/pyelftools) (👨‍💻 110 · 🔀 550 · 📦 13K):

git clone https://github.com/eliben/pyelftools

- [PyPi](https://pypi.org/project/pyelftools) (📥 16M / month · 📦 360 · ⏱️ 29.05.2026):

pip install pyelftools

- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 1.8M · ⏱️ 29.05.2026):

conda install -c conda-forge pyelftools

snoop (🥈23 · ⭐ 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT

- [GitHub](https://github.com/alexmojaki/snoop) (👨‍💻 22 · 🔀 43):

git clone https://github.com/alexmojaki/snoop

- [PyPi](https://pypi.org/project/snoop) (📥 200K / month · 📦 54 · ⏱️ 18.07.2026):

pip install snoop

- [Conda](https://anaconda.org/conda-forge/snoop) (📥 19K · ⏱️ 22.04.2025):

conda install -c conda-forge snoop

pdbpp (🥈23 · ⭐ 1.4K) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3

- [GitHub](https://github.com/pdbpp/pdbpp) (👨‍💻 41 · 🔀 74):

git clone https://github.com/pdbpp/pdbpp

- [PyPi](https://pypi.org/project/pdbpp) (📥 1.5M / month · 📦 640 · ⏱️ 23.02.2026):

pip install pdbpp

- [Conda](https://anaconda.org/conda-forge/pdbpp) (📥 400K · ⏱️ 23.02.2026):

conda install -c conda-forge pdbpp

python-hunter (🥉19 · ⭐ 870 · 💤) - Hunter is a flexible code tracing toolkit. BSD-2

- [GitHub](https://github.com/ionelmc/python-hunter) (👨‍💻 10 · 🔀 51):

git clone https://github.com/ionelmc/python-hunter

- [PyPi](https://pypi.org/project/hunter) (📥 950K / month · 📦 17 · ⏱️ 22.08.2025):

pip install hunter

- [Conda](https://anaconda.org/conda-forge/hunter) (📥 250K · ⏱️ 03.11.2025):

conda install -c conda-forge hunter

Birdseye (🥉16 · ⭐ 1.7K · 💤) - Graphical Python debugger which lets you easily view the values of.. MIT

- [GitHub](https://github.com/alexmojaki/birdseye) (👨‍💻 10 · 🔀 73):

git clone https://github.com/alexmojaki/birdseye

- [PyPi](https://pypi.org/project/birdseye) (📥 1.2K / month · 📦 9 · ⏱️ 06.09.2025):

pip install birdseye

Show 7 hidden projects...

- ipdb (🥇27 · ⭐ 1.8K · 💀) - Integration of IPython pdb. BSD-3 - PySnooper (🥈26 · ⭐ 16K · 💀) - Never use print for debugging again. MIT - pudb (🥉22 · ⭐ 3.2K · 💤) - Full-screen console debugger for Python. ❗Unlicensed - gdbgui (🥉21 · ⭐ 10K · 💀) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. ❗️GPL-3.0 - pyrasite (🥉18 · ⭐ 1.8K · 💀) - Inject code into running Python processes. ❗️GPL-3.0 - python-manhole (🥉18 · ⭐ 400 · 💀) - Debugging manhole for python applications. BSD-2 - reloadium (🥉15 · ⭐ 3K · 💀) - Hot Reloading and Profiling for Python. Apache-2

Testing Tools

🔗 best-of-web-python - Testing ( ⭐ 2.6K · 💤) - Testing libraries & tools for python web frameworks.

🔗 unittest - Unittest is a test framework included in the Python standard library.

pytest (🥇39 · ⭐ 14K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT

- [GitHub](https://github.com/pytest-dev/pytest) (👨‍💻 1.2K · 🔀 3.3K · 📦 1.9M):

git clone https://github.com/pytest-dev/pytest

- [PyPi](https://pypi.org/project/pytest) (📥 1.1B / month · 📦 190K · ⏱️ 19.06.2026):

pip install pytest

- [Conda](https://anaconda.org/conda-forge/pytest) (📥 56M · ⏱️ 22.06.2026):

conda install -c conda-forge pytest

playwright-python (🥇33 · ⭐ 15K) - Python version of the Playwright testing and automation.. Apache-2

- [GitHub](https://github.com/microsoft/playwright-python) (👨‍💻 57 · 🔀 1.2K · 📦 61K):

git clone https://github.com/microsoft/playwright-python

- [PyPi](https://pypi.org/project/playwright) (📥 110M / month · 📦 7.5K · ⏱️ 31.07.2026):

pip install playwright

hypothesis (🥇33 · ⭐ 8.9K) - The property-based testing library for Python. MPL-2.0

- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨‍💻 420 · 🔀 670 · 📦 45K):

git clone https://github.com/HypothesisWorks/hypothesis

- [PyPi](https://pypi.org/project/hypothesis) (📥 52M / month · 📦 8.1K · ⏱️ 16.08.2026):

pip install hypothesis

- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 21M · ⏱️ 17.08.2026):

conda install -c conda-forge hypothesis

tox (🥇33 · ⭐ 3.9K) - Command line driven CI frontend and development task automation tool. MIT

- [GitHub](https://github.com/tox-dev/tox) (👨‍💻 360 · 🔀 570 · 📦 140K):

git clone https://github.com/tox-dev/tox

- [PyPi](https://pypi.org/project/tox) (📥 31M / month · 📦 14K · ⏱️ 25.08.2026):

pip install tox

- [Conda](https://anaconda.org/conda-forge/tox) (📥 2M · ⏱️ 25.08.2026):

conda install -c conda-forge tox

pytest-asyncio (🥇33 · ⭐ 1.7K) - Asyncio support for pytest. Apache-2

- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨‍💻 82 · 🔀 200 · 📦 220K):

git clone https://github.com/pytest-dev/pytest-asyncio

- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 300M / month · 📦 41K · ⏱️ 26.05.2026):

pip install pytest-asyncio

- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 4.1M · ⏱️ 26.05.2026):

conda install -c conda-forge pytest-asyncio

robotframework (🥈32 · ⭐ 12K) - Generic automation framework for acceptance testing and RPA. Apache-2

- [GitHub](https://github.com/robotframework/robotframework) (👨‍💻 240 · 🔀 2.6K · 📦 14K):

git clone https://github.com/robotframework/robotframework

- [PyPi](https://pypi.org/project/robotframework) (📥 5M / month · 📦 1.2K · ⏱️ 17.07.2026):

pip install robotframework

- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 290K · ⏱️ 04.03.2026):

conda install -c conda-forge robotframework

pytest-cov (🥈32 · ⭐ 2.1K) - Coverage plugin for pytest. MIT

- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨‍💻 100 · 🔀 240):

git clone https://github.com/pytest-dev/pytest-cov

- [PyPi](https://pypi.org/project/pytest-cov) (📥 240M / month · 📦 78K · ⏱️ 21.03.2026):

pip install pytest-cov

- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 20M · ⏱️ 22.03.2026):

conda install -c conda-forge pytest-cov

pytest-mock (🥈31 · ⭐ 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT

- [GitHub](https://github.com/pytest-dev/pytest-mock) (👨‍💻 86 · 🔀 170 · 📦 140K):

git clone https://github.com/pytest-dev/pytest-mock

- [PyPi](https://pypi.org/project/pytest-mock) (📥 100M / month · 📦 9.4K · ⏱️ 16.09.2025):

pip install pytest-mock

- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 6M · ⏱️ 17.09.2025):

conda install -c conda-forge pytest-mock

pytest-xdist (🥈31 · ⭐ 1.9K) - pytest plugin for distributed testing and loop-on-failures.. MIT

- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨‍💻 120 · 🔀 280 · 📦 140K):

git clone https://github.com/pytest-dev/pytest-xdist

- [PyPi](https://pypi.org/project/pytest-xdist) (📥 170M / month · 📦 5.6K · ⏱️ 01.07.2025):

pip install pytest-xdist

- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 14M · ⏱️ 02.07.2025):

conda install -c conda-forge pytest-xdist

pyautogui (🥈29 · ⭐ 10K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3

- [GitHub](https://github.com/asweigart/pyautogui) (👨‍💻 52 · 🔀 1.3K · 📦 57K):

git clone https://github.com/asweigart/pyautogui

- [PyPi](https://pypi.org/project/pyautogui) (📥 2.6M / month · 📦 1K · ⏱️ 24.05.2023):

pip install pyautogui

- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 500K · ⏱️ 18.05.2026):

conda install -c conda-forge pyautogui

pytest-benchmark (🥈29 · ⭐ 1.4K · 📈) - pytest fixture for benchmarking code. BSD-2

- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨‍💻 56 · 🔀 140 · 📦 18K):

git clone https://github.com/ionelmc/pytest-benchmark

- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 12M / month · 📦 4.1K · ⏱️ 23.08.2026):

pip install pytest-benchmark

- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 3.4M · ⏱️ 23.08.2026):

conda install -c conda-forge pytest-benchmark

nox (🥈28 · ⭐ 1.6K) - Flexible test automation. Apache-2

- [GitHub]() (👨‍💻 130 · 🔀 190 · 📦 8.4K):

git clone https://github.com/theacodes/nox

- [PyPi](https://pypi.org/project/nox) (📥 5.9M / month · 📦 1.8K · ⏱️ 18.08.2026):

pip install nox

- [Conda](https://anaconda.org/conda-forge/nox) (📥 640K · ⏱️ 24.08.2026):

conda install -c conda-forge nox

pytest-bdd (🥈28 · ⭐ 1.5K) - BDD library for the pytest runner. MIT

- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨‍💻 71 · 🔀 250 · 📦 5.1K):

git clone https://github.com/pytest-dev/pytest-bdd

- [PyPi](https://pypi.org/project/pytest-bdd) (📥 3.6M / month · 📦 110 · ⏱️ 05.12.2024):

pip install pytest-bdd

- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (📥 79K · ⏱️ 03.07.2026):

conda install -c conda-forge pytest-bdd

mimesis (🥈27 · ⭐ 4.8K) - Mimesis is a fast Python library for generating fake data in multiple.. MIT

- [GitHub](https://github.com/lk-geimfari/mimesis) (👨‍💻 130 · 🔀 360 · 📦 2.3K):

git clone https://github.com/lk-geimfari/mimesis

- [PyPi](https://pypi.org/project/mimesis) (📥 2.6M / month · 📦 100 · ⏱️ 16.07.2026):

pip install mimesis

- [Conda](https://anaconda.org/conda-forge/mimesis) (📥 400K · ⏱️ 24.08.2026):

conda install -c conda-forge mimesis

freezegun (🥈27 · ⭐ 4.5K · 💤) - Let your Python tests travel through time. Apache-2

- [GitHub](https://github.com/spulec/freezegun) (👨‍💻 130 · 🔀 290):

git clone https://github.com/spulec/freezegun

- [PyPi](https://pypi.org/project/freezegun) (📥 59M / month · 📦 1.3K · ⏱️ 09.08.2025):

pip install freezegun

- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 2.3M · ⏱️ 09.08.2025):

conda install -c conda-forge freezegun

pytest-sugar (🥈27 · ⭐ 1.5K · 💤) - a plugin for py.test that changes the default look and.. BSD-3

- [GitHub](https://github.com/Teemu/pytest-sugar) (👨‍💻 58 · 🔀 81 · 📦 31K):

git clone https://github.com/Teemu/pytest-sugar

- [PyPi](https://pypi.org/project/pytest-sugar) (📥 8.5M / month · 📦 1.5K · ⏱️ 23.08.2025):

pip install pytest-sugar

- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 650K · ⏱️ 24.08.2025):

conda install -c conda-forge pytest-sugar

pytest-html (🥈27 · ⭐ 770) - Plugin for generating HTML reports for pytest results. MPL-2.0

- [GitHub](https://github.com/pytest-dev/pytest-html) (👨‍💻 66 · 🔀 250 · 📦 59K):

git clone https://github.com/pytest-dev/pytest-html

- [PyPi](https://pypi.org/project/pytest-html) (📥 20M / month · 📦 1.1K · ⏱️ 19.01.2026):

pip install pytest-html

- [Conda](https://anaconda.org/conda-forge/pytest-html) (📥 1.2M · ⏱️ 21.01.2026):

conda install -c conda-forge pytest-html

asv (🥉26 · ⭐ 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3

- [GitHub](https://github.com/airspeed-velocity/asv) (👨‍💻 98 · 🔀 210 · 📦 1.8K):

git clone https://github.com/airspeed-velocity/asv

- [PyPi](https://pypi.org/project/asv) (📥 450K / month · 📦 210 · ⏱️ 27.06.2026):

pip install asv

- [Conda](https://anaconda.org/conda-forge/asv) (📥 1.6M · ⏱️ 11.08.2026):

conda install -c conda-forge asv

nose2 (🥉26 · ⭐ 820) - The successor to nose, based on unittest2. BSD-2

- [GitHub](https://github.com/nose-devs/nose2) (👨‍💻 86 · 🔀 130 · 📦 27K):

git clone https://github.com/nose-devs/nose2

- [PyPi](https://pypi.org/project/nose2) (📥 690K / month · 📦 360 · ⏱️ 02.03.2026):

pip install nose2

- [Conda](https://anaconda.org/conda-forge/nose2) (📥 250K · ⏱️ 22.04.2025):

conda install -c conda-forge nose2

pytest-randomly (🥉26 · ⭐ 720) - Pytest plugin to randomly order tests and control random.seed. MIT

- [GitHub](https://github.com/pytest-dev/pytest-randomly) (👨‍💻 20 · 🔀 37 · 📦 13K):

git clone https://github.com/pytest-dev/pytest-randomly

- [PyPi](https://pypi.org/project/pytest-randomly) (📥 12M / month · 📦 940 · ⏱️ 20.04.2026):

pip install pytest-randomly

- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 430K · ⏱️ 28.07.2026):

conda install -c conda-forge pytest-randomly

coveralls-python (🥉26 · ⭐ 570) - Show coverage stats online via coveralls.io. MIT

- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨‍💻 67 · 🔀 190 · 📦 37K):

git clone https://github.com/TheKevJames/coveralls-python

- [PyPi](https://pypi.org/project/coveralls) (📥 1M / month · 📦 2.6K · ⏱️ 28.02.2026):

pip install coveralls

- [Conda](https://anaconda.org/conda-forge/coveralls) (📥 1.7M · ⏱️ 28.02.2026):

conda install -c conda-forge coveralls

pytest-testinfra (🥉25 · ⭐ 2.4K · 💤) - Testinfra test your infrastructures. Apache-2

- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨‍💻 140 · 🔀 360 · 📦 2.7K):

git clone https://github.com/pytest-dev/pytest-testinfra

- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 1.4M / month · 📦 20 · ⏱️ 30.03.2025):

pip install pytest-testinfra

- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (📥 44K · ⏱️ 22.04.2025):

conda install -c conda-forge pytest-testinfra

pytest-testmon (🥉24 · ⭐ 1K · 💤) - Selects tests affected by changed files. Executes the.. MIT

- [GitHub](https://github.com/tarpas/pytest-testmon) (👨‍💻 29 · 🔀 78 · 📦 1.8K):

git clone https://github.com/tarpas/pytest-testmon

- [PyPi](https://pypi.org/project/pytest-testmon) (📥 4.4M / month · 📦 59 · ⏱️ 01.12.2025):

pip install pytest-testmon

- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 200K · ⏱️ 22.04.2025):

conda install -c conda-forge pytest-testmon

pytest-watch (🥉23 · ⭐ 730 · 💤) - Local continuous test runner with pytest and watchdog. MIT

- [GitHub](https://github.com/joeyespo/pytest-watch) (👨‍💻 16 · 🔀 54 · 📦 12K):

git clone https://github.com/joeyespo/pytest-watch

- [PyPi](https://pypi.org/project/pytest-watch) (📥 990K / month · 📦 560 · ⏱️ 20.05.2018):

pip install pytest-watch

- [Conda](https://anaconda.org/conda-forge/pytest-watch) (📥 270K · ⏱️ 02.10.2025):

conda install -c conda-forge pytest-watch

pytest-datadir (🥉22 · ⭐ 280) - pytest plugin for manipulating test data directories and.. MIT

- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (👨‍💻 16 · 🔀 26 · 📦 2.3K):

git clone https://github.com/gabrielcnr/pytest-datadir

- [PyPi](https://pypi.org/project/pytest-datadir) (📥 2M / month · 📦 270 · ⏱️ 30.07.2025):

pip install pytest-datadir

- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (📥 560K · ⏱️ 30.07.2025):

conda install -c conda-forge pytest-datadir

green (🥉21 · ⭐ 790) - Green is a clean, colorful, fast python test runner. MIT

- [GitHub](https://github.com/CleanCut/green) (👨‍💻 41 · 🔀 75 · 📦 1.4K):

git clone https://github.com/CleanCut/green

- [PyPi](https://pypi.org/project/green) (📥 13K / month · 📦 130 · ⏱️ 18.04.2024):

pip install green

- [Conda](https://anaconda.org/conda-forge/green) (📥 480K · ⏱️ 02.03.2026):

conda install -c conda-forge green

pytest-docker (🥉21 · ⭐ 480 · 💤) - Docker-based integration tests. MIT

- [GitHub](https://github.com/avast/pytest-docker) (👨‍💻 30 · 🔀 77):

git clone https://github.com/avast/pytest-docker

- [PyPi](https://pypi.org/project/pytest-docker) (📥 2.6M / month · 📦 150 · ⏱️ 12.11.2025):

pip install pytest-docker

xdoctest (🥉21 · ⭐ 220) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2

- [GitHub](https://github.com/Erotemic/xdoctest) (👨‍💻 14 · 🔀 18):

git clone https://github.com/Erotemic/xdoctest

- [PyPi](https://pypi.org/project/xdoctest) (📥 1.1M / month · 📦 260 · ⏱️ 27.03.2026):

pip install xdoctest

- [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 280K · ⏱️ 27.03.2026):

conda install -c conda-forge xdoctest

pytest-plugins (🥉19 · ⭐ 600 · 💤) - A grab-bag of nifty pytest plugins. MIT

- [GitHub](https://github.com/man-group/pytest-plugins) (👨‍💻 67 · 🔀 89):

git clone https://github.com/man-group/pytest-plugins

- [PyPi](https://pypi.org/project/pytest-virtualenv) (📥 26K / month · 📦 73 · ⏱️ 29.11.2024):

pip install pytest-virtualenv

- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (📥 140K · ⏱️ 22.04.2025):

conda install -c conda-forge pytest-shutil

Show 12 hidden projects...

- nose (🥈28 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+ - factory_boy (🥉25 · ⭐ 3.6K · 💀) - A test fixtures replacement for Python. MIT - PyHamcrest (🥉24 · ⭐ 790 · 💀) - Hamcrest matchers for Python. ❗Unlicensed - ddt (🥉24 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest. MIT - pytest-lazy-fixture (🥉22 · ⭐ 380 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT - pytest-mypy (🥉22 · ⭐ 260 · 💀) - A Pytest Plugin for Mypy. ❗Unlicensed - uiautomator (🥉21 · ⭐ 1.9K · 💀) - Python wrapper of Android uiautomator test tool. MIT - Mamba Test Runner (🥉21 · ⭐ 520 · 💀) - The definitive testing tool for Python. Born under the.. MIT - assertpy (🥉19 · ⭐ 520 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3 - sixpack (🥉18 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2 - fake2db (🥉15 · ⭐ 2.1K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0 - pytest-play (🥉14 · ⭐ 73 · 💀) - pytest plugin that let you automate actions and.. Apache-2

Code Packaging

🔗 Python.org Packaging - An Overview of Packaging for Python.

pyinstaller (🥇33 · ⭐ 13K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0

- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨‍💻 500 · 🔀 2K · 📦 91K):

git clone https://github.com/pyinstaller/pyinstaller

- [PyPi](https://pypi.org/project/pyinstaller) (📥 18M / month · 📦 2.6K · ⏱️ 17.08.2026):

pip install pyinstaller

- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 2.1M · ⏱️ 18.08.2026):

conda install -c conda-forge pyinstaller

Nuitka (🥈29 · ⭐ 15K) - Nuitka is a Python compiler written in Python. Its fully compatible.. ❗️AGPL-3.0

- [GitHub](https://github.com/Nuitka/Nuitka) (👨‍💻 210 · 🔀 790 · 📦 4K):

git clone https://github.com/Nuitka/Nuitka

- [PyPi](https://pypi.org/project/nuitka) (📥 510K / month · 📦 270 · ⏱️ 27.08.2026):

pip install nuitka

- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 3.7M · ⏱️ 24.06.2026):

conda install -c conda-forge nuitka

briefcase (🥈26 · ⭐ 3.3K) - Tools to support converting a Python project into a standalone.. BSD-3

- [GitHub](https://github.com/beeware/briefcase) (👨‍💻 220 · 🔀 520 · 📦 880):

git clone https://github.com/beeware/briefcase

- [PyPi](https://pypi.org/project/briefcase) (📥 39K / month · 📦 45 · ⏱️ 08.07.2026):

pip install briefcase

pex (🥈24 · ⭐ 4.2K) - The PEX packaging toolchain. Apache-2

- [GitHub]() (👨‍💻 130 · 🔀 320):

git clone https://github.com/pantsbuild/pex

- [PyPi](https://pypi.org/project/pex) (📥 5.6M / month · 📦 65 · ⏱️ 26.08.2026):

pip install pex

cx_Freeze (🥈22 · ⭐ 1.6K) - Creates standalone executables from Python scripts with the.. ❗Unlicensed

- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨‍💻 130 · 🔀 240):

git clone https://github.com/marcelotduarte/cx_Freeze

- [PyPi](https://pypi.org/project/cx_freeze) (📥 180K / month · 📦 150 · ⏱️ 22.08.2026):

pip install cx_freeze

- [Conda](https://anaconda.org/conda-forge/cx_freeze) (📥 1.5M · ⏱️ 27.08.2026):

conda install -c conda-forge cx_freeze

py2exe (🥈22 · ⭐ 990) - Create standalone Windows programs from Python code. MIT

- [GitHub](https://github.com/py2exe/py2exe) (👨‍💻 25 · 🔀 110 · 📦 2.3K):

git clone https://github.com/py2exe/py2exe

- [PyPi](https://pypi.org/project/py2exe) (📥 9.9K / month · 📦 12 · ⏱️ 21.06.2026):

pip install py2exe

py2app (🥈22 · ⭐ 420) - py2app is a Python setuptools command which will allow you to make.. MIT

- [GitHub](https://github.com/ronaldoussoren/py2app) (👨‍💻 31 · 🔀 45 · 📦 5.6K):

git clone https://github.com/ronaldoussoren/py2app

- [PyPi](https://pypi.org/project/py2app) (📥 55K / month · 📦 42 · ⏱️ 13.02.2026):

pip install py2app

shiv (🥉21 · ⭐ 1.9K · 💤) - shiv is a command line utility for building fully self contained Python.. BSD-2

- [GitHub](https://github.com/linkedin/shiv) (👨‍💻 45 · 🔀 110):

git clone https://github.com/linkedin/shiv

- [PyPi](https://pypi.org/project/shiv) (📥 480K / month · 📦 29 · ⏱️ 01.11.2024):

pip install shiv

constructor (🥉19 · ⭐ 500) - tool for creating installers from conda packages. BSD-3

- [GitHub](https://github.com/conda/constructor) (👨‍💻 81 · 🔀 180 · 📦 28):

git clone https://github.com/conda/constructor

- [Conda](https://anaconda.org/anaconda/constructor) (📥 29K · ⏱️ 24.08.2026):

conda install -c anaconda constructor

Show 6 hidden projects...

- packaging (🥇32 · ⭐ 750) - Core utilities for Python packages. ❗Unlicensed - PyOxidizer (🥉21 · ⭐ 4.8K · 💀) - A modern Python application packaging and distribution tool. MPL-2.0 - pynsist (🥉20 · ⭐ 890 · 💀) - Build Windows installers for Python applications. MIT - xar (🥉16 · ⭐ 1.6K · 💀) - executable archive format. BSD-3 - pyship (🥉13 · ⭐ 45) - pyship - ship Python desktop apps to end users. MIT - subpar (🥉9 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python executables... Apache-2

Build Tools

setuptools (🥇37 · ⭐ 2.8K) - Official project repository for the Setuptools build system. MIT

- [GitHub](https://github.com/pypa/setuptools) (👨‍💻 650 · 🔀 1.4K · 📦 870K):

git clone https://github.com/pypa/setuptools

- [PyPi](https://pypi.org/project/setuptools) (📥 1.6B / month · 📦 34K · ⏱️ 08.08.2026):

pip install setuptools

- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 230M · ⏱️ 09.08.2026):

conda install -c conda-forge setuptools

wheel (🥇33 · ⭐ 570) - The official binary distribution format for Python. MIT

- [GitHub](https://github.com/pypa/wheel) (👨‍💻 92 · 🔀 190 · 📦 390K):

git clone https://github.com/pypa/wheel

- [PyPi](https://pypi.org/project/wheel) (📥 570M / month · 📦 17K · ⏱️ 11.08.2026):

pip install wheel

- [Conda](https://anaconda.org/conda-forge/wheel) (📥 190M · ⏱️ 13.08.2026):

conda install -c conda-forge wheel

twine (🥈32 · ⭐ 1.8K) - Utilities for interacting with PyPI. Apache-2

- [GitHub](https://github.com/pypa/twine) (👨‍💻 130 · 🔀 330 · 📦 150K):

git clone https://github.com/pypa/twine

- [PyPi](https://pypi.org/project/twine) (📥 32M / month · 📦 42K · ⏱️ 27.07.2026):

pip install twine

- [Conda](https://anaconda.org/conda-forge/twine) (📥 2M · ⏱️ 28.07.2026):

conda install -c conda-forge twine

invoke (🥈30 · ⭐ 4.7K) - Pythonic task management & command execution. BSD-2

- [GitHub](https://github.com/pyinvoke/invoke) (👨‍💻 63 · 🔀 390 · 📦 35K):

git clone https://github.com/pyinvoke/invoke

- [PyPi](https://pypi.org/project/invoke) (📥 84M / month · 📦 1.4K · ⏱️ 07.04.2026):

pip install invoke

- [Conda](https://anaconda.org/conda-forge/invoke) (📥 3.1M · ⏱️ 07.04.2026):

conda install -c conda-forge invoke

setuptools_scm (🥈30 · ⭐ 950) - the blessed package to manage your versions by scm tags. MIT

- [GitHub]() (👨‍💻 160 · 🔀 240 · 📦 34K):

git clone https://github.com/pypa/setuptools_scm

- [PyPi](https://pypi.org/project/setuptools_scm) (📥 120M / month · 📦 2.7K · ⏱️ 21.07.2026):

pip install setuptools_scm

- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (📥 8.4M · ⏱️ 21.07.2026):

conda install -c conda-forge setuptools_scm

scons (🥈29 · ⭐ 2.4K) - SCons - a software construction tool. MIT

- [GitHub](https://github.com/SCons/scons) (👨‍💻 170 · 🔀 360 · 📦 4.3K):

git clone https://github.com/SCons/scons

- [PyPi](https://pypi.org/project/scons) (📥 890K / month · 📦 65 · ⏱️ 27.08.2026):

pip install scons

- [Conda](https://anaconda.org/conda-forge/scons) (📥 1.6M · ⏱️ 27.08.2026):

conda install -c conda-forge scons

flit (🥈29 · ⭐ 2.3K) - Simplified packaging of Python modules. BSD-3

- [GitHub](https://github.com/pypa/flit) (👨‍💻 83 · 🔀 160 · 📦 2.9K):

git clone https://github.com/pypa/flit

- [PyPi](https://pypi.org/project/flit) (📥 13M / month · 📦 1.1K · ⏱️ 04.08.2026):

pip install flit

- [Conda](https://anaconda.org/conda-forge/flit) (📥 470K · ⏱️ 05.08.2026):

conda install -c conda-forge flit

doit (🥉25 · ⭐ 2K) - CLI task management & automation tool. MIT

- [GitHub](https://github.com/pydoit/doit) (👨‍💻 70 · 🔀 190 · 📦 2.3K):

git clone https://github.com/pydoit/doit

- [PyPi](https://pypi.org/project/doit) (📥 710K / month · 📦 140 · ⏱️ 09.02.2026):

pip install doit

- [Conda](https://anaconda.org/conda-forge/doit) (📥 590K · ⏱️ 09.02.2026):

conda install -c conda-forge doit

buildbot (🥉23 · ⭐ 5.4K · 💤) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0

- [GitHub](https://github.com/buildbot/buildbot) (👨‍💻 910 · 🔀 1.6K · 📦 420):

git clone https://github.com/buildbot/buildbot

- [PyPi](https://pypi.org/project/buildbot) (📥 22K / month · 📦 20 · ⏱️ 12.05.2025):

pip install buildbot

- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 200K · ⏱️ 13.05.2025):

conda install -c conda-forge buildbot

pybuilder (🥉22 · ⭐ 2K · 📈) - Software build automation tool for Python. Apache-2

- [GitHub](https://github.com/pybuilder/pybuilder) (👨‍💻 40 · 🔀 280):

git clone https://github.com/pybuilder/pybuilder

- [PyPi](https://pypi.org/project/pybuilder) (📥 65K / month · 📦 6 · ⏱️ 25.08.2026):

pip install pybuilder

- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 420K · ⏱️ 25.08.2026):

conda install -c conda-forge pybuilder

universal-build (🥉12 · ⭐ 25 · 💀) - Universal build utilities for containerized build pipelines. MIT

- [GitHub](https://github.com/ml-tooling/universal-build) (👨‍💻 5 · 🔀 8):

git clone https://github.com/ml-tooling/universal-build

- [PyPi](https://pypi.org/project/universal-build) (📥 150 / month · 📦 7 · ⏱️ 16.11.2021):

pip install universal-build

Show 3 hidden projects...

- buildout (🥉21 · ⭐ 620) - Buildout is a deployment automation tool written in and extended.. ❗️ZPL-2.1 - paver (🥉19 · ⭐ 460 · 💀) - Python-based project scripting. BSD-3 - pynt (🥉16 · ⭐ 160 · 💀) - A pynt of Python build. MIT

System Monitoring & Profiling

psutil (🥇36 · ⭐ 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3

- [GitHub](https://github.com/giampaolo/psutil) (👨‍💻 260 · 🔀 1.5K · 📦 800K):

git clone https://github.com/giampaolo/psutil

- [PyPi](https://pypi.org/project/psutil) (📥 390M / month · 📦 20K · ⏱️ 28.01.2026):

pip install psutil

- [Conda](https://anaconda.org/conda-forge/psutil) (📥 70M · ⏱️ 22.08.2026):

conda install -c conda-forge psutil

py-spy (🥇31 · ⭐ 15K) - Sampling profiler for Python programs. MIT

- [GitHub](https://github.com/benfred/py-spy) (👨‍💻 57 · 🔀 540 · 📦 9K):

git clone https://github.com/benfred/py-spy

- [PyPi](https://pypi.org/project/py-spy) (📥 28M / month · 📦 240 · ⏱️ 24.04.2026):

pip install py-spy

- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 1M · ⏱️ 27.04.2026):

conda install -c conda-forge py-spy

- [Cargo](https://crates.io/crates/py-spy) (📦 5 · ⏱️ 24.04.2026):

cargo install py-spy

pyinstrument (🥈29 · ⭐ 8K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3

- [GitHub](https://github.com/joerick/pyinstrument) (👨‍💻 78 · 🔀 300 · 📦 4.6K):

git clone https://github.com/joerick/pyinstrument

- [PyPi](https://pypi.org/project/pyinstrument) (📥 10M / month · 📦 340 · ⏱️ 29.07.2026):

pip install pyinstrument

- [Conda](https://anaconda.org/conda-forge/pyinstrument) (📥 1.4M · ⏱️ 30.07.2026):

conda install -c conda-forge pyinstrument

memray (🥈28 · ⭐ 15K) - Memray is a memory profiler for Python. Apache-2

- [GitHub](https://github.com/bloomberg/memray) (👨‍💻 77 · 🔀 460 · 📦 24):

git clone https://github.com/bloomberg/memray

- [PyPi](https://pypi.org/project/memray) (📥 15M / month · 📦 210 · ⏱️ 07.08.2026):

pip install memray

- [Conda](https://anaconda.org/conda-forge/memray) (📥 780K · ⏱️ 08.04.2026):

conda install -c conda-forge memray

Scalene (🥈26 · ⭐ 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

- [GitHub](https://github.com/plasma-umass/scalene) (👨‍💻 62 · 🔀 440 · 📦 1.1K):

git clone https://github.com/plasma-umass/scalene

- [PyPi](https://pypi.org/project/scalene) (📥 380K / month · 📦 75 · ⏱️ 12.05.2026):

pip install scalene

Yappi (🥈26 · ⭐ 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT

- [GitHub](https://github.com/sumerc/yappi) (👨‍💻 35 · 🔀 82 · 📦 1.7K):

git clone https://github.com/sumerc/yappi

- [PyPi](https://pypi.org/project/yappi) (📥 5.1M / month · 📦 89 · ⏱️ 17.03.2026):

pip install yappi

- [Conda](https://anaconda.org/conda-forge/yappi) (📥 440K · ⏱️ 18.03.2026):

conda install -c conda-forge yappi

memory-profiler (🥉25 · ⭐ 4.5K · 💤) - Monitor Memory usage of Python code. BSD-3

- [GitHub](https://github.com/pythonprofilers/memory_profiler) (👨‍💻 100 · 🔀 390):

git clone https://github.com/pythonprofilers/memory_profiler

- [PyPi](https://pypi.org/project/memory_profiler) (📥 6M / month · 📦 460 · ⏱️ 15.11.2022):

pip install memory_profiler

- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 5.2M · ⏱️ 04.12.2025):

conda install -c conda-forge memory_profiler

memory_profiler (🥉25 · ⭐ 4.5K · 💤) - Monitor Memory usage of Python code. BSD-3

- [GitHub](https://github.com/fabianp/memory_profiler) (👨‍💻 62 · 🔀 390):

git clone https://github.com/fabianp/memory_profiler

- [PyPi](https://pypi.org/project/memory_profiler) (📥 6M / month · 📦 460 · ⏱️ 15.11.2022):

pip install memory_profiler

- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 5.2M · ⏱️ 04.12.2025):

conda install -c conda-forge memory_profiler

pympler (🥉25 · ⭐ 1.4K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2

- [GitHub](https://github.com/pympler/pympler) (👨‍💻 31 · 🔀 93):

git clone https://github.com/pympler/pympler

- [PyPi](https://pypi.org/project/pympler) (📥 7.4M / month · 📦 260 · ⏱️ 28.06.2024):

pip install pympler

- [Conda](https://anaconda.org/conda-forge/pympler) (📥 820K · ⏱️ 15.07.2026):

conda install -c conda-forge pympler

line_profiler (🥉22 · ⭐ 3.2K) - Line-by-line profiling for Python. BSD-3

- [GitHub](https://github.com/pyutils/line_profiler) (👨‍💻 55 · 🔀 140):

git clone https://github.com/pyutils/line_profiler

- [PyPi](https://pypi.org/project/line_profiler) (📦 400 · ⏱️ 23.02.2026):

pip install line_profiler

- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 5.7M · ⏱️ 24.02.2026):

conda install -c conda-forge line_profiler

Show 8 hidden projects...

- Glances (🥈27 · ⭐ 33K) - Glances an Eye on your system. A top/htop alternative for.. ❗Unlicensed - Bpytop (🥉22 · ⭐ 8.2K · 💀) - Linux/OSX/FreeBSD resource monitor. Apache-2 - vprof (🥉19 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2 - Diamond (🥉19 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. MIT - Profiling (🥉17 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3 - heartrate (🥉16 · ⭐ 1.5K · 💀) - Simple real time visualisation of the execution of a Python program. MIT - pyheat (🥉16 · ⭐ 730 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT - livepython (🥉11 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time. MIT

AST Tools

executing (🥇29 · ⭐ 400) - Get information about what a Python frame is currently doing,.. MIT

- [GitHub](https://github.com/alexmojaki/executing) (👨‍💻 12 · 🔀 38 · 📦 350K):

git clone https://github.com/alexmojaki/executing

- [PyPi](https://pypi.org/project/executing) (📥 140M / month · 📦 800 · ⏱️ 01.09.2025):

pip install executing

- [Conda](https://anaconda.org/conda-forge/executing) (📥 30M · ⏱️ 01.09.2025):

conda install -c conda-forge executing

gast (🥈25 · ⭐ 150 · 💤) - Python AST that abstracts the underlying Python version. BSD-3

- [GitHub](https://github.com/serge-sans-paille/gast) (👨‍💻 13 · 🔀 38 · 📦 220K):

git clone https://github.com/serge-sans-paille/gast

- [PyPi](https://pypi.org/project/gast) (📥 18M / month · 📦 530 · ⏱️ 29.11.2025):

pip install gast

- [Conda](https://anaconda.org/conda-forge/gast) (📥 4.8M · ⏱️ 30.11.2025):

conda install -c conda-forge gast

asteval (🥉21 · ⭐ 220) - Safe, minimalistic evaluator of python expression using ast module. MIT

- [GitHub]() (👨‍💻 28 · 🔀 53):

git clone https://github.com/newville/asteval

- [PyPi](https://pypi.org/project/asteval) (📦 230 · ⏱️ 21.08.2026):

pip install asteval

- [Conda](https://anaconda.org/conda-forge/asteval) (📥 1.1M · ⏱️ 22.08.2026):

conda install -c conda-forge asteval

Show 3 hidden projects...

- astunparse (🥈26 · ⭐ 220 · 💀) - An AST unparser for Python. BSD-3 - astor (🥉24 · ⭐ 860 · 💀) - Python AST read/write. BSD-3 - typed_ast (🥉23 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2

Others

pre-commit (🥇35 · ⭐ 16K) - A framework for managing and maintaining multi-language pre-commit.. MIT

- [GitHub](https://github.com/pre-commit/pre-commit) (👨‍💻 170 · 🔀 1K · 📦 290K):

git clone https://github.com/pre-commit/pre-commit

- [PyPi](https://pypi.org/project/pre-commit) (📥 200M / month · 📦 38K · ⏱️ 10.08.2026):

pip install pre-commit

- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 11M · ⏱️ 11.08.2026):

conda install -c conda-forge pre-commit

---

Related Resources

• Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.

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Credit by: @github.com/ml-tooling/best-of-python-dev

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