ml-tooling/best-of-python-devPublic

generated frombest-of-lists/best-of

NotificationsYou must be signed in to change notification settings
Fork52
Star1.1k

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

python-dev.best-of.org

License

CC-BY-SA-4.0 license

1.1k stars 52 forks Branches Tags Activity

Star

Notifications

You must be signed in to change notification settings

Branches Tags

Folders and files

Name		Name	Last commit message	Last commit date
Latest commit History 340 Commits
.github		.github
config		config
history		history
.gitattributes		.gitattributes
.gitignore		.gitignore
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
README.md		README.md
latest-changes.md		latest-changes.md
projects.yaml		projects.yaml

Repository files navigation

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 anissue, submit apull request, or directly edit theprojects.yaml. Contributions are very welcome!

🧙‍♂️ Discover otherbest-of lists or createyour own.
📫 Subscribe to ournewsletter for updates and trending projects.

Linters & Style Checkers40 projects
Type checkers5 projects
Code Formatters7 projects
Code Refactoring18 projects
Code Security8 projects
Virtual Environments10 projects
Dependency & Package Managers11 projects
Code Metrics & Complexity6 projects
Logging21 projects
Shell2 projects
Documentation29 projects
Debugging Tools13 projects
Testing Tools43 projects
Code Packaging16 projects
Build Tools14 projects
System Monitoring & Profiling18 projects
AST Tools6 projects
Others1 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

pylint (🥇44 · ⭐ 5.5K) - Its not just a linter that annoys you!.❗️GPL-2.0

GitHub (👨‍💻 610 · 🔀 1.2K · 📥 200 · 📦 480K · 📋 5.8K - 17% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/PyCQA/pylint
```
PyPi (📥 32M / month · 📦 10K · ⏱️ 04.05.2025):
```
 pip install pylint
```
Conda (📥 6.4M · ⏱️ 04.05.2025):
```
 conda install -c conda-forge pylint
```

flake8 (🥇41 · ⭐ 3.6K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned..MIT

GitHub (👨‍💻 180 · 🔀 330 · 📦 660K · 📋 1.6K - 1% open · ⏱️ 20.06.2025):
```
 git clone https://github.com/PyCQA/flake8
```
PyPi (📥 48M / month · 📦 27K · ⏱️ 20.06.2025):
```
 pip install flake8
```
Conda (📥 8.9M · ⏱️ 26.06.2025):
```
 conda install -c conda-forge flake8
```

wemake-python-styleguide (🥇38 · ⭐ 2.7K) - The strictest and most opinionated python linter ever!.MIT

GitHub (👨‍💻 210 · 🔀 400 · 📦 18K · 📋 1.1K - 1% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/wemake-services/wemake-python-styleguide
```
PyPi (📥 250K / month · 📦 100 · ⏱️ 13.07.2025):
```
 pip install wemake-python-styleguide
```

pyflakes (🥇36 · ⭐ 1.4K) - A simple program which checks Python source files for errors.MIT

GitHub (👨‍💻 88 · 🔀 180 · 📦 320K · 📋 550 - 10% open · ⏱️ 20.06.2025):
```
 git clone https://github.com/PyCQA/pyflakes
```
PyPi (📥 53M / month · 📦 1.3K · ⏱️ 20.06.2025):
```
 pip install pyflakes
```
Conda (📥 8.8M · ⏱️ 21.06.2025):
```
 conda install -c conda-forge pyflakes
```

pycodestyle (🥈35 · ⭐ 5.1K) - Simple Python style checker in one Python file.MIT

GitHub (👨‍💻 140 · 🔀 750 · 📋 770 - 13% open · ⏱️ 23.06.2025):
```
 git clone https://github.com/PyCQA/pycodestyle
```
PyPi (📥 70M / month · 📦 2.2K · ⏱️ 20.06.2025):
```
 pip install pycodestyle
```

Conda (📥 9.2M · ⏱️ 22.06.2025):

 conda install -c conda-forge pycodestyle

beartype (🥈35 · ⭐ 3.1K) - Unbearably fast near-real-time hybrid runtime-static type-checking in..MIT

GitHub (👨‍💻 26 · 🔀 62 · 📦 7.4K · 📋 420 - 23% open · ⏱️ 17.07.2025):
```
 git clone https://github.com/beartype/beartype
```
PyPi (📥 6M / month · 📦 710 · ⏱️ 22.05.2025):
```
 pip install beartype
```
Conda (📥 380K · ⏱️ 22.05.2025):
```
 conda install -c conda-forge beartype
```

parso (🥈33 · ⭐ 650) - A Python Parser.MIT

GitHub (👨‍💻 50 · 🔀 110 · 📦 580K · 📋 120 - 10% open · ⏱️ 24.06.2025):
```
 git clone https://github.com/davidhalter/parso
```
PyPi (📥 65M / month · 📦 800 · ⏱️ 05.04.2024):
```
 pip install parso
```
Conda (📥 29M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge parso
```

flake8-bugbear (🥈31 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems..MIT

GitHub (👨‍💻 89 · 🔀 110 · 📦 41K · 📋 240 - 25% open · ⏱️ 23.06.2025):
```
 git clone https://github.com/PyCQA/flake8-bugbear
```
PyPi (📥 3.8M / month · 📦 1.2K · ⏱️ 12.12.2024):
```
 pip install flake8-bugbear
```

Conda (📥 860K · ⏱️ 22.04.2025):

 conda install -c conda-forge flake8-bugbear

ruff (🥈30 · ⭐ 41K · 📉) - An extremely fast Python linter and code formatter, written in Rust.MIT

GitHub (🔀 1.4K):

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

PyPi (📥 65M / month · 📦 16K · ⏱️ 11.07.2025):
```
 pip install ruff
```
Conda (📥 4.3M · ⏱️ 12.07.2025):
```
 conda install -c conda-forge ruff
```

pylint-django (🥈29 · ⭐ 610) - Pylint plugin for improving code analysis for when..❗️GPL-3.0

GitHub (👨‍💻 71 · 🔀 120 · 📥 420 · 📦 32K · 📋 240 - 27% open · ⏱️ 24.06.2025):
```
 git clone https://github.com/PyCQA/pylint-django
```
PyPi (📥 1.8M / month · 📦 120 · ⏱️ 10.10.2024):
```
 pip install pylint-django
```

Conda (📥 260K · ⏱️ 22.04.2025):

 conda install -c conda-forge pylint-django

flake8-comprehensions (🥈29 · ⭐ 470) - A flake8 plugin to help you write better..MIT

GitHub (👨‍💻 16 · 🔀 23 · 📦 29K · 📋 61 - 8% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/adamchainz/flake8-comprehensions
```
PyPi (📥 1.3M / month · 📦 700 · ⏱️ 27.10.2024):
```
 pip install flake8-comprehensions
```

Conda (📥 860K · ⏱️ 22.04.2025):

 conda install -c conda-forge flake8-comprehensions

flake8-isort (🥈28 · ⭐ 180) - flake8 plugin that integrates isort.❗️GPL-2.0

GitHub (👨‍💻 40 · 🔀 180 · 📦 28K · 📋 58 - 1% open · ⏱️ 29.01.2025):
```
 git clone https://github.com/gforcada/flake8-isort
```
PyPi (📥 1.5M / month · 📦 580 · ⏱️ 29.01.2025):
```
 pip install flake8-isort
```

Conda (📥 83K · ⏱️ 22.04.2025):

 conda install -c conda-forge flake8-isort

flake8-import-order (🥈27 · ⭐ 280) - Flake8 plugin that checks import order against..❗️LGPL-3.0

GitHub (👨‍💻 49 · 🔀 73 · 📥 9 · 📋 110 - 7% open · ⏱️ 01.07.2025):
```
 git clone https://github.com/PyCQA/flake8-import-order
```
PyPi (📥 1M / month · 📦 650 · ⏱️ 24.06.2025):
```
 pip install flake8-import-order
```

Conda (📥 300K · ⏱️ 26.06.2025):

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

hacking (🥈27 · ⭐ 240 · 💤) - OpenStack Hacking Style Checks. Mirror of code maintained at..Apache-2

GitHub (👨‍💻 190 · 🔀 66 · 📦 7.8K · ⏱️ 19.12.2024):
```
 git clone https://github.com/openstack/hacking
```
PyPi (📥 130K / month · 📦 93 · ⏱️ 16.08.2024):
```
 pip install hacking
```

flake8-eradicate (🥉26 · ⭐ 310 · 💤) - Flake8 plugin to find commented out or dead code.MIT

GitHub (👨‍💻 17 · 🔀 13 · 📦 20K · 📋 40 - 20% open · ⏱️ 31.12.2024):
```
 git clone https://github.com/wemake-services/flake8-eradicate
```
PyPi (📥 880K / month · 📦 170 · ⏱️ 31.05.2023):
```
 pip install flake8-eradicate
```

Conda (📥 23K · ⏱️ 22.04.2025):

 conda install -c conda-forge flake8-eradicate

check-manifest (🥉26 · ⭐ 290) - Tool to check the completeness of MANIFEST.in for Python packages.MIT

GitHub (👨‍💻 22 · 🔀 38 · 📦 12K · 📋 100 - 23% open · ⏱️ 20.01.2025):
```
 git clone https://github.com/mgedmin/check-manifest
```
PyPi (📥 780K / month · 📦 4.6K · ⏱️ 09.10.2024):
```
 pip install check-manifest
```

Conda (📥 160K · ⏱️ 22.04.2025):

 conda install -c conda-forge check-manifest

mypy-protobuf (🥉25 · ⭐ 680 · 💤) - open source tools to generate mypy stubs from protobufs.Apache-2

GitHub (👨‍💻 39 · 🔀 82 · 📋 140 - 17% open · ⏱️ 22.11.2024):
```
 git clone https://github.com/dropbox/mypy-protobuf
```
PyPi (📥 5.4M / month · 📦 190 · ⏱️ 01.04.2024):
```
 pip install mypy-protobuf
```

Conda (📥 160K · ⏱️ 22.04.2025):

 conda install -c conda-forge mypy-protobuf

flake8-black (🥉25 · ⭐ 170) - flake8 plugin to run black for checking Python coding style.MIT

GitHub (👨‍💻 10 · 🔀 11 · 📦 8.6K · 📋 29 - 10% open · ⏱️ 08.07.2025):
```
 git clone https://github.com/peterjc/flake8-black
```
PyPi (📥 900K / month · 📦 490 · ⏱️ 20.12.2022):
```
 pip install flake8-black
```

Conda (📥 480K · ⏱️ 22.04.2025):

 conda install -c conda-forge flake8-black

nitpick (🥉24 · ⭐ 400) - Enforce the same settings on multiple projects.MIT

GitHub (👨‍💻 16 · 🔀 25 · 📥 12 · 📦 1.4K · 📋 130 - 38% open · ⏱️ 06.03.2025):
```
 git clone https://github.com/andreoliwa/nitpick
```
PyPi (📥 18K / month · 📦 26 · ⏱️ 31.12.2023):
```
 pip install nitpick
```

flake8-simplify (🥉22 · ⭐ 190) - A flake8 plugin that helps you to simplify code.MIT

GitHub (👨‍💻 16 · 🔀 21 · 📋 130 - 43% open · ⏱️ 01.06.2025):
```
 git clone https://github.com/MartinThoma/flake8-simplify
```
PyPi (📥 370K / month · 📦 110 · ⏱️ 01.06.2025):
```
 pip install flake8-simplify
```

Conda (📥 58K · ⏱️ 02.06.2025):

 conda install -c conda-forge flake8-simplify

Show 20 hidden projects...

pydocstyle (🥈32 · ⭐ 1.1K · 💀) - docstring style checker.MIT
pep8-naming (🥈30 · ⭐ 520) - Naming Convention checker for Python.❗️Saxpath
darglint (🥈28 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring..MIT
coala (🥈27 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and..❗️AGPL-3.0
flake8-quotes (🥈27 · ⭐ 180 · 💀) - Flake8 extension for checking quotes in python.MIT
pylama (🥉26 · ⭐ 1.1K · 💀) - Code audit tool for python.MIT
flake8-commas (🥉26 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python.MIT
data-science-types (🥉25 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas..Apache-2
Fixit (🥉24 · ⭐ 680) - Advanced Python linting framework with auto-fixes and hierarchical..❗Unlicensed
flake8-builtins (🥉24 · ⭐ 120 · 💀) - Check for python builtins being used as variables or..❗️GPL-2.0
pandas-vet (🥉21 · ⭐ 170 · 💀) - A plugin for Flake8 that checks pandas code.MIT
flake8-bandit (🥉21 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8.MIT
flakehell (🥉19 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable.MIT
flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy.MIT
pylint-flask (🥉18 · ⭐ 64 · 💀) - A Pylint plugin to analyze Flask applications.❗️GPL-2.0
pycycle (🥉17 · ⭐ 350 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports..MIT
bellybutton (🥉17 · ⭐ 270 · 💀) - Custom Python linting through AST expressions.MIT
imhotep (🥉17 · ⭐ 220 · 💀) - A static-analysis bot for Github.MIT
yala (🥉15 · ⭐ 16 · 💀) - Yet Another Linter Aggregator.MIT
linty_fresh (🥉12 · ⭐ 180 · 💀) - Surface lint errors during code review.Apache-2mypy

Type checkers

mypy (🥇48 · ⭐ 20K) - Optional static typing for Python.MIT

GitHub (👨‍💻 800 · 🔀 3K · 📦 320K · 📋 12K - 25% open · ⏱️ 17.07.2025):
```
 git clone https://github.com/python/mypy
```
PyPi (📥 64M / month · 📦 25K · ⏱️ 14.07.2025):
```
 pip install mypy
```
Conda (📥 5.7M · ⏱️ 14.07.2025):
```
 conda install -c conda-forge mypy
```

pyright (🥈39 · ⭐ 15K) - Static Type Checker for Python.MIT

GitHub (👨‍💻 120 · 🔀 1.7K · 📥 5.1K · 📦 1.4K · 📋 7.1K - 1% open · ⏱️ 08.07.2025):
```
 git clone https://github.com/Microsoft/pyright
```
npm (📥 1.6M / month · 📦 27 · ⏱️ 08.07.2025):
```
 npm install pyright
```

pyre-check (🥉33 · ⭐ 7.1K) - Performant type-checking for python.MIT

GitHub (👨‍💻 290 · 🔀 450 · 📦 21 · 📋 460 - 32% open · ⏱️ 16.07.2025):
```
 git clone https://github.com/facebook/pyre-check
```
PyPi (📥 160K / month · 📦 87 · ⏱️ 07.07.2025):
```
 pip install pyre-check
```

pytype (🥉33 · ⭐ 4.9K) - A static type analyzer for Python code.Apache-2

GitHub (👨‍💻 110 · 🔀 280 · 📦 4K · 📋 740 - 26% open · ⏱️ 23.06.2025):
```
 git clone https://github.com/google/pytype
```
PyPi (📥 420K / month · 📦 230 · ⏱️ 11.10.2024):
```
 pip install pytype
```
Conda (📥 550K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge pytype
```

Show 1 hidden projects...

typeguard (🥉33 · ⭐ 1.7K) - Run-time type checker for Python.❗Unlicensed

Code Formatters

black (🥇44 · ⭐ 41K) - The uncompromising Python code formatter.MIT

GitHub (👨‍💻 470 · 🔀 2.6K · 📥 120K · 📦 630K · 📋 2.7K - 13% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/psf/black
```
PyPi (📥 79M / month · 📦 33K · ⏱️ 29.01.2025):
```
 pip install black
```
Conda (📥 16M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge black
```

isort (🥈41 · ⭐ 6.8K) - A Python utility / library to sort imports.MIT

GitHub (👨‍💻 320 · 🔀 600 · 📦 560K · 📋 1.3K - 17% open · ⏱️ 19.06.2025):
```
 git clone https://github.com/PyCQA/isort
```
PyPi (📥 69M / month · 📦 15K · ⏱️ 26.02.2025):
```
 pip install isort
```
Conda (📥 7.6M · ⏱️ 02.05.2025):
```
 conda install -c conda-forge isort
```

yapf (🥈39 · ⭐ 14K) - A formatter for Python files.Apache-2

GitHub (👨‍💻 160 · 🔀 890 · 📦 110K · 📋 860 - 46% open · ⏱️ 10.02.2025):
```
 git clone https://github.com/google/yapf
```
PyPi (📥 9.2M / month · 📦 1.3K · ⏱️ 14.11.2024):
```
 pip install yapf
```
Conda (📥 2.3M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge yapf
```

autopep8 (🥉35 · ⭐ 4.6K · 📉) - A tool that automatically formats Python code to conform to the PEP..MIT

GitHub (👨‍💻 64 · 🔀 290 · 📦 230K · 📋 520 - 24% open · ⏱️ 14.01.2025):
```
 git clone https://github.com/hhatto/autopep8
```
PyPi (📥 6.7M / month · 📦 1.7K · ⏱️ 14.01.2025):
```
 pip install autopep8
```
Conda (📥 2M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge autopep8
```

docformatter (🥉30 · ⭐ 570) - Formats docstrings to follow PEP 257.MIT

GitHub (👨‍💻 39 · 🔀 81 · 📥 49 · 📦 4.2K · 📋 170 - 14% open · ⏱️ 12.05.2025):
```
 git clone https://github.com/myint/docformatter
```
PyPi (📥 1.1M / month · 📦 300 · ⏱️ 11.05.2025):
```
 pip install docformatter
```

Conda (📥 230K · ⏱️ 11.05.2025):

 conda install -c conda-forge docformatter

autoimport (🥉18 · ⭐ 98 · 💤) - Autoimport automatically fixes wrong import statements.❗️GPL-3.0

GitHub (👨‍💻 18 · 🔀 24 · 📦 160 · 📋 49 - 30% open · ⏱️ 01.10.2024):
```
 git clone https://github.com/lyz-code/autoimport
```
PyPi (📥 17K / month · 📦 14 · ⏱️ 01.10.2024):
```
 pip install autoimport
```

Show 1 hidden projects...

pyformat (🥉18 · ⭐ 94 · 💀) - Formats Python code to follow a consistent style.❗️Saxpath

Code Refactoring

jedi (🥇41 · ⭐ 6K) - Awesome autocompletion, static analysis and refactoring library for python.MIT

GitHub (👨‍💻 180 · 🔀 510 · 📦 580K · 📋 1.4K - 5% open · ⏱️ 24.06.2025):
```
 git clone https://github.com/davidhalter/jedi
```
PyPi (📥 67M / month · 📦 1.2K · ⏱️ 11.11.2024):
```
 pip install jedi
```
Conda (📥 32M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge jedi
```

rope (🥇36 · ⭐ 2.1K) - a python refactoring library.❗️LGPL-3.0

GitHub (👨‍💻 82 · 🔀 170 · 📥 40 · 📦 79K · 📋 380 - 30% open · ⏱️ 12.07.2025):
```
 git clone https://github.com/python-rope/rope
```
PyPi (📥 1.4M / month · 📦 320 · ⏱️ 12.07.2025):
```
 pip install rope
```
Conda (📥 1.9M · ⏱️ 13.07.2025):
```
 conda install -c conda-forge rope
```

pyupgrade (🥈33 · ⭐ 3.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer..MIT

GitHub (👨‍💻 36 · 🔀 200 · 📋 460 - 4% open · ⏱️ 24.06.2025):
```
 git clone https://github.com/asottile/pyupgrade
```
PyPi (📥 1.2M / month · 📦 520 · ⏱️ 23.05.2025):
```
 pip install pyupgrade
```
Conda (📥 840K · ⏱️ 24.05.2025):
```
 conda install -c conda-forge pyupgrade
```

vulture (🥈30 · ⭐ 3.9K) - Find dead Python code.MIT

GitHub (👨‍💻 46 · 🔀 160 · 📦 5.7K · 📋 230 - 17% open · ⏱️ 04.06.2025):
```
 git clone https://github.com/jendrikseipp/vulture
```
PyPi (📥 2M / month · 📦 200 · ⏱️ 08.12.2024):
```
 pip install vulture
```
Conda (📥 110K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge vulture
```

autoflake (🥈27 · ⭐ 940) - Removes unused imports and unused variables as reported by pyflakes.MIT

GitHub (👨‍💻 39 · 🔀 83 · 📋 120 - 34% open · ⏱️ 08.05.2025):
```
 git clone https://github.com/myint/autoflake
```
PyPi (📥 3.8M / month · 📦 1K · ⏱️ 13.03.2024):
```
 pip install autoflake
```
Conda (📥 620K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge autoflake
```

MonkeyType (🥈26 · ⭐ 4.9K) - A Python library that generates static type annotations by..BSD-3

GitHub (👨‍💻 51 · 🔀 180 · 📋 200 - 28% open · ⏱️ 14.06.2025):
```
 git clone https://github.com/Instagram/MonkeyType
```
PyPi (📥 230K / month · 📦 23 · ⏱️ 20.03.2023):
```
 pip install monkeytype
```

Conda (📥 82K · ⏱️ 22.04.2025):

 conda install -c conda-forge monkeytype

add-trailing-comma (🥉23 · ⭐ 370) - A tool (and pre-commit hook) to automatically add trailing..MIT

GitHub (👨‍💻 11 · 🔀 30 · ⏱️ 24.06.2025):

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

PyPi (📥 110K / month · 📦 39 · ⏱️ 23.05.2025):
```
 pip install add-trailing-comma
```

com2ann (🥉19 · ⭐ 150) - Tool for translation type comments to type annotations in Python.MIT

GitHub (👨‍💻 8 · 🔀 13 · 📦 95 · 📋 33 - 30% open · ⏱️ 02.06.2025):
```
 git clone https://github.com/ilevkivskyi/com2ann
```
PyPi (📥 42K / month · 📦 2 · ⏱️ 21.08.2021):
```
 pip install com2ann
```

Show 10 hidden projects...

eradicate (🥈26 · ⭐ 210) - Removes commented-out code from Python files.❗️Saxpath
redbaron (🥉25 · ⭐ 710 · 💀) - Bottom-up approach to refactoring in python.❗️LGPL-3.0
Bowler (🥉24 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python.MIT
baron (🥉24 · ⭐ 300 · 💀) - IDE allow you to refactor code, Baron allows you to write..❗️LGPL-3.0
pyannotate (🥉22 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations.Apache-2
unimport (🥉20 · ⭐ 240 · 💀) - The ultimate linter and formatter for removing unused import..MIT
unify (🥉20 · ⭐ 96 · 💀) - Modifies strings to all use the same quote where possible.MIT
massedit (🥉17 · ⭐ 110 · 💀) - Programmatically edit text files with Python. Useful for source to..MIT
pep8ify (🥉15 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8.Apache-2
retype (🥉14 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase.MIT

Code Security

bandit (🥇38 · ⭐ 7.2K) - Bandit is a tool designed to find common security issues in Python..Apache-2

GitHub (👨‍💻 190 · 🔀 670 · 📥 880 · 📦 58K · 📋 710 - 28% open · ⏱️ 07.07.2025):
```
 git clone https://github.com/PyCQA/bandit
```
PyPi (📥 8.9M / month · 📦 1.8K · ⏱️ 06.07.2025):
```
 pip install bandit
```
Conda (📥 490K · ⏱️ 06.07.2025):
```
 conda install -c conda-forge bandit
```

safety (🥈36 · ⭐ 1.9K · 📈) - Safety checks Python dependencies for known security vulnerabilities..MIT

GitHub (👨‍💻 52 · 🔀 160 · 📥 830K · 📦 17K · 📋 250 - 13% open · ⏱️ 11.07.2025):
```
 git clone https://github.com/pyupio/safety
```
PyPi (📥 3.1M / month · 📦 570 · ⏱️ 09.07.2025):
```
 pip install safety
```
Conda (📥 130K · ⏱️ 10.07.2025):
```
 conda install -c conda-forge safety
```

sqlmap (🥈35 · ⭐ 35K) - Automatic SQL injection and database takeover tool.❗️GPL-3.0

GitHub (👨‍💻 140 · 🔀 6K · 📦 21 · 📋 5.4K - 1% open · ⏱️ 13.07.2025):
```
 git clone https://github.com/sqlmapproject/sqlmap
```
PyPi (📥 14K / month · 📦 12 · ⏱️ 09.07.2025):
```
 pip install sqlmap
```

detect-secrets (🥉29 · ⭐ 4.2K · 📉) - An enterprise friendly way of detecting and preventing..Apache-2

GitHub (👨‍💻 85 · 🔀 480 · 📋 360 - 31% open · ⏱️ 06.01.2025):
```
 git clone https://github.com/Yelp/detect-secrets
```
PyPi (📥 1.3M / month · 📦 95 · ⏱️ 06.05.2024):
```
 pip install detect-secrets
```

dlint (🥉20 · ⭐ 170 · 💤) - Dlint is a tool for encouraging best coding practices and helping..BSD-3

GitHub (👨‍💻 16 · 🔀 16 · 📋 47 - 51% open · ⏱️ 31.10.2024):
```
 git clone https://github.com/dlint-py/dlint
```
PyPi (📥 150K / month · 📦 93 · ⏱️ 31.10.2024):
```
 pip install dlint
```
Conda (📥 10K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge dlint
```

Show 3 hidden projects...

pyarmor (🥉33 · ⭐ 4.4K) - A tool used to obfuscate python scripts, bind obfuscated scripts..❗️SGI-B-2.0
dodgy (🥉21 · ⭐ 120 · 💀) - Looks at Python code to search for things which look dodgy such as..MIT
pyt (🥉20 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in..❗️GPL-2.0

Virtual Environments

pipenv (🥇46 · ⭐ 25K) - Python Development Workflow for Humans.MIT

GitHub (👨‍💻 530 · 🔀 1.9K · 📦 170K · 📋 4.3K - 5% open · ⏱️ 07.07.2025):
```
 git clone https://github.com/pypa/pipenv
```
PyPi (📥 24M / month · 📦 240 · ⏱️ 07.07.2025):
```
 pip install pipenv
```
Conda (📥 280K · ⏱️ 08.07.2025):
```
 conda install -c conda-forge pipenv
```

virtualenv (🥈43 · ⭐ 4.9K) - Virtual Python Environment builder.MIT

GitHub (👨‍💻 290 · 🔀 1K · 📦 490K · 📋 1.4K - 2% open · ⏱️ 10.07.2025):
```
 git clone https://github.com/pypa/virtualenv
```
PyPi (📥 280M / month · 📦 1.8K · ⏱️ 08.05.2025):
```
 pip install virtualenv
```

Conda (📥 13M · ⏱️ 09.05.2025):

 conda install -c conda-forge virtualenv

pyenv (🥈34 · ⭐ 43K) - Simple Python version management.MIT

GitHub (👨‍💻 460 · 🔀 3.2K · 📦 21 · 📋 1.9K - 4% open · ⏱️ 10.07.2025):
```
 git clone https://github.com/pyenv/pyenv
```
PyPi (📥 16K / month · ⏱️ 12.01.2019):
```
 pip install pyenv
```

nodeenv (🥈34 · ⭐ 1.7K · 💤) - Virtual environment for Node.js & integrator with virtualenv.BSD-3

GitHub (👨‍💻 100 · 🔀 220 · 📦 120K · 📋 210 - 30% open · ⏱️ 25.08.2024):
```
 git clone https://github.com/ekalinin/nodeenv
```
PyPi (📥 62M / month · 📦 250 · ⏱️ 04.06.2024):
```
 pip install nodeenv
```
Conda (📥 6.3M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge nodeenv
```

pyenv-virtualenv (🥉21 · ⭐ 6.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).MIT

GitHub (👨‍💻 65 · 🔀 420 · 📦 21 · 📋 360 - 27% open · ⏱️ 17.05.2025):
```
 git clone https://github.com/pyenv/pyenv-virtualenv
```

pyenv-installer (🥉15 · ⭐ 4.1K) - This tool is used to install `pyenv` and friends.MIT

GitHub (👨‍💻 42 · 🔀 460 · 📋 86 - 8% open · ⏱️ 24.04.2025):
```
 git clone https://github.com/pyenv/pyenv-installer
```

freshenv (🥉13 · ⭐ 170 · 💤) - Provision, share, manage local and cloud developer environments.MPL-2.0

GitHub (👨‍💻 3 · 🔀 3 · 📦 2 · 📋 5 - 40% open · ⏱️ 03.07.2024):
```
 git clone https://github.com/raiyanyahya/freshenv
```
PyPi (📥 280 / month · ⏱️ 06.11.2022):
```
 pip install freshenv
```
Conda:
```
 conda install -c raiyanyahya freshenv
```

Show 3 hidden projects...

vex (🥉19 · ⭐ 370 · 💀) - Run a command in the named virtualenv.MIT
dh-virtualenv (🥉16 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages.❗️GPL-2.0
pipenv-pipes (🥉14 · ⭐ 130 · 💀) - A PipEnv Environment Switcher.MIT

Dependency & Package Managers

pip (🥇47 · ⭐ 9.9K) - The Python package installer.MIT

GitHub (👨‍💻 840 · 🔀 3.1K · 📦 240K · 📋 7.7K - 14% open · ⏱️ 12.07.2025):
```
 git clone https://github.com/pypa/pip
```
PyPi (📥 370M / month · 📦 5.1K · ⏱️ 02.05.2025):
```
 pip install pip
```
Conda (📥 160M · ⏱️ 03.05.2025):
```
 conda install -c conda-forge pip
```

conda (🥇43 · ⭐ 7K) - A system-level, binary package and environment manager running on all major..BSD-3

GitHub (👨‍💻 460 · 🔀 1.8K · 📥 26K · 📦 52K · 📋 10K - 6% open · ⏱️ 16.07.2025):
```
 git clone https://github.com/conda/conda
```
PyPi (📥 37K / month · 📦 83 · ⏱️ 22.04.2017):
```
 pip install conda
```
Conda (📥 63M · ⏱️ 06.06.2025):
```
 conda install -c conda-forge conda
```

poetry (🥈40 · ⭐ 33K) - Python packaging and dependency management made easy.MIT

GitHub (👨‍💻 610 · 🔀 2.4K · 📥 16M · 📋 6.3K - 9% open · ⏱️ 07.07.2025):
```
 git clone https://github.com/python-poetry/poetry
```
PyPi (📥 73M / month · 📦 830 · ⏱️ 04.05.2025):
```
 pip install poetry
```
Conda (📥 3.4M · ⏱️ 05.05.2025):
```
 conda install -c conda-forge poetry
```

PDM (🥈38 · ⭐ 8.4K) - A modern Python package and dependency manager supporting the latest PEP..MIT

GitHub (👨‍💻 220 · 🔀 440 · 📥 360 · 📦 500 · 📋 1.9K - 2% open · ⏱️ 15.07.2025):
```
 git clone https://github.com/pdm-project/pdm
```
PyPi (📥 6M / month · 📦 200 · ⏱️ 30.06.2025):
```
 pip install pdm
```
Conda (📥 1.5M · ⏱️ 30.06.2025):
```
 conda install -c conda-forge pdm
```

pip-tools (🥈38 · ⭐ 7.9K) - A set of tools to keep your pinned Python dependencies fresh.BSD-3

GitHub (👨‍💻 220 · 🔀 620 · 📦 36K · 📋 1.1K - 18% open · ⏱️ 15.07.2025):
```
 git clone https://github.com/jazzband/pip-tools
```
PyPi (📥 16M / month · 📦 2.2K · ⏱️ 06.03.2024):
```
 pip install pip-tools
```
Conda (📥 250K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge pip-tools
```

pipx (🥉35 · ⭐ 12K) - Install and Run Python Applications in Isolated Environments.MIT

GitHub (👨‍💻 160 · 🔀 460 · 📥 490K · 📦 4.5K · 📋 850 - 16% open · ⏱️ 13.06.2025):
```
 git clone https://github.com/pypa/pipx
```
PyPi (📥 5.7M / month · 📦 58 · ⏱️ 23.08.2024):
```
 pip install pipx
```
Conda (📥 140K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge pipx
```

mamba (🥉31 · ⭐ 7.5K) - The Fast Cross-Platform Package Manager.BSD-3

GitHub (👨‍💻 170 · 🔀 400 · 📋 2K - 21% open · ⏱️ 04.07.2025):
```
 git clone https://github.com/mamba-org/mamba
```
Conda (📥 18M · ⏱️ 16.06.2025):
```
 conda install -c conda-forge mamba
```

pipreqs (🥉31 · ⭐ 7.3K) - pipreqs - Generate pip requirements.txt file based on imports of any..Apache-2

GitHub (👨‍💻 74 · 🔀 410 · 📦 40K · 📋 320 - 64% open · ⏱️ 30.06.2025):
```
 git clone https://github.com/bndr/pipreqs
```
PyPi (📥 1.1M / month · 📦 240 · ⏱️ 18.02.2024):
```
 pip install pipreqs
```
Conda (📥 61K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge pipreqs
```

pyflow (🥉22 · ⭐ 1.3K) - An installation and dependency system for Python.MIT

GitHub (👨‍💻 29 · 🔀 48 · 📥 8.6K · 📦 42 · 📋 140 - 47% open · ⏱️ 06.07.2025):
```
 git clone https://github.com/David-OConnor/pyflow
```
PyPi (📥 440 / month · 📦 1 · ⏱️ 02.07.2021):
```
 pip install pyflow
```

Show 2 hidden projects...

dephell (🥉26 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,..MIT
pip-run (🥉21 · ⭐ 140) - pip-run - dynamic dependency loader for Python.❗Unlicensed

Code Metrics & Complexity

prospector (🥇34 · ⭐ 2K) - Inspects Python source files and provides information about type..❗️GPL-2.0

GitHub (👨‍💻 96 · 🔀 180 · 📦 5.2K · 📋 400 - 8% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/PyCQA/prospector
```
PyPi (📥 440K / month · 📦 280 · ⏱️ 23.06.2025):
```
 pip install prospector
```

Conda (📥 160K · ⏱️ 24.06.2025):

 conda install -c conda-forge prospector

mccabe (🥈31 · ⭐ 660 · 💀) - McCabe complexity checker for Python.❗️Saxpath

GitHub (👨‍💻 24 · 🔀 62 · 📦 510K · 📋 54 - 16% open · ⏱️ 03.12.2023):
```
 git clone https://github.com/PyCQA/mccabe
```
PyPi (📥 70M / month · 📦 930 · ⏱️ 24.01.2022):
```
 pip install mccabe
```
Conda (📥 10M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge mccabe
```

radon (🥈29 · ⭐ 1.9K · 💤) - Various code metrics for Python code.MIT

GitHub (👨‍💻 60 · 🔀 120 · 📦 6.7K · 📋 180 - 18% open · ⏱️ 20.10.2024):
```
 git clone https://github.com/rubik/radon
```
PyPi (📥 1.4M / month · 📦 220 · ⏱️ 26.03.2023):
```
 pip install radon
```
Conda (📥 99K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge radon
```

xenon (🥉24 · ⭐ 260 · 💤) - Monitoring tool based on radon.MIT

GitHub (👨‍💻 13 · 🔀 22 · 📦 1.6K · 📋 40 - 12% open · ⏱️ 21.10.2024):
```
 git clone https://github.com/rubik/xenon
```
PyPi (📥 280K / month · 📦 47 · ⏱️ 21.10.2024):
```
 pip install xenon
```
Conda (📥 28K · ⏱️ 10.05.2025):
```
 conda install -c conda-forge xenon
```

cohesion (🥉16 · ⭐ 240 · 💤) - A tool for measuring Python class cohesion.❗️GPL-3.0

GitHub (👨‍💻 3 · 🔀 6 · 📋 19 - 31% open · ⏱️ 09.12.2024):
```
 git clone https://github.com/mschwager/cohesion
```
PyPi (📥 17K / month · 📦 13 · ⏱️ 09.12.2024):
```
 pip install cohesion
```
Conda (📥 4.8K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge cohesion
```

Show 1 hidden projects...

wily (🥉26 · ⭐ 1.2K · 💀) - A Python application for tracking, reporting on timing and..Apache-2

Logging

rich (🥇46 · ⭐ 53K · 📈) - Rich is a Python library for rich text and beautiful formatting in the..MIT

GitHub (👨‍💻 280 · 🔀 1.8K · 📦 470K · 📋 1.5K - 17% open · ⏱️ 24.06.2025):
```
 git clone https://github.com/Textualize/rich
```
PyPi (📥 160M / month · 📦 17K · ⏱️ 30.03.2025):
```
 pip install rich
```
Conda (📥 14M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge rich
```

tqdm (🥇42 · ⭐ 30K · 💤) - A Fast, Extensible Progress Bar for Python and CLI.MPL-2.0

GitHub (👨‍💻 130 · 🔀 1.4K · 📥 15K · 📦 1.1M · 📋 1.1K - 48% open · ⏱️ 12.11.2024):
```
 git clone https://github.com/tqdm/tqdm
```
PyPi (📥 180M / month · 📦 42K · ⏱️ 24.11.2024):
```
 pip install tqdm
```
Conda (📥 39M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge tqdm
```
Docker Hub (📥 5.1K · ⭐ 2 · ⏱️ 14.12.2024):
```
 docker pull tqdm/tqdm
```

sentry-sdk (🥇39 · ⭐ 2K) - The official Python SDK for Sentry.io.MIT

GitHub (👨‍💻 280 · 🔀 560 · 📥 4K · 📋 1.8K - 10% open · ⏱️ 17.07.2025):
```
 git clone https://github.com/getsentry/sentry-python
```
PyPi (📥 58M / month · 📦 1.2K · ⏱️ 15.07.2025):
```
 pip install sentry-sdk
```

Conda (📥 1.3M · ⏱️ 15.07.2025):

 conda install -c conda-forge sentry-sdk

loguru (🥈38 · ⭐ 22K) - Python logging made (stupidly) simple.MIT

GitHub (👨‍💻 66 · 🔀 740 · 📦 140K · 📋 1.1K - 21% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/Delgan/loguru
```
PyPi (📥 25M / month · 📦 10K · ⏱️ 06.12.2024):
```
 pip install loguru
```
Conda (📥 3.4M · ⏱️ 07.05.2025):
```
 conda install -c conda-forge loguru
```

structlog (🥈38 · ⭐ 4.1K) - Simple, powerful, and fast logging for Python.Apache-2

GitHub (👨‍💻 130 · 🔀 240 · 📦 24K · 📋 370 - 10% open · ⏱️ 04.07.2025):
```
 git clone https://github.com/hynek/structlog
```
PyPi (📥 31M / month · 📦 1.5K · ⏱️ 02.06.2025):
```
 pip install structlog
```
Conda (📥 700K · ⏱️ 02.06.2025):
```
 conda install -c conda-forge structlog
```

logbook (🥈35 · ⭐ 1.5K) - A cool logging replacement for Python.BSD-3

GitHub (👨‍💻 80 · 🔀 170 · 📥 480 · 📦 7.3K · 📋 190 - 25% open · ⏱️ 01.07.2025):
```
 git clone https://github.com/getlogbook/logbook
```
PyPi (📥 7.1M / month · 📦 270 · ⏱️ 14.06.2025):
```
 pip install logbook
```
Conda (📥 350K · ⏱️ 15.06.2025):
```
 conda install -c conda-forge logbook
```

tabulate (🥈32 · ⭐ 2.4K · 💤) - Pretty-print tabular data in Python, a library and a command-line..MIT

GitHub (👨‍💻 96 · 🔀 170 · 📋 260 - 45% open · ⏱️ 09.10.2024):
```
 git clone https://github.com/astanin/python-tabulate
```
PyPi (📥 98M / month · 📦 8.4K · ⏱️ 06.10.2022):
```
 pip install tabulate
```
Conda (📥 9.9M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge tabulate
```

python-json-logger (🥈32 · ⭐ 1.8K · 💤) - Json Formatter for the standard python logger.BSD-2

GitHub (👨‍💻 63 · 🔀 230 · 📋 120 - 24% open · ⏱️ 12.12.2024):
```
 git clone https://github.com/madzak/python-json-logger
```
PyPi (📥 56M / month · 📦 960 · ⏱️ 27.04.2025):
```
 pip install python-json-logger
```

Conda (📥 12M · ⏱️ 22.04.2025):

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

colorlog (🥉31 · ⭐ 920 · 💤) - A colored formatter for the python logging module.MIT

GitHub (👨‍💻 34 · 🔀 93 · 📦 59K · ⏱️ 29.10.2024):
```
 git clone https://github.com/borntyping/python-colorlog
```
PyPi (📥 35M / month · 📦 2.1K · ⏱️ 29.10.2024):
```
 pip install colorlog
```
Conda (📥 5.3M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge colorlog
```

alive-progress (🥉30 · ⭐ 5.9K · 💤) - A new kind of Progress Bar, with real-time throughput, ETA,..MIT

GitHub (👨‍💻 8 · 🔀 210 · 📦 4.6K · 📋 240 - 7% open · ⏱️ 26.10.2024):
```
 git clone https://github.com/rsalmei/alive-progress
```
PyPi (📥 2.3M / month · 📦 480 · ⏱️ 26.10.2024):
```
 pip install alive-progress
```

Conda (📥 150K · ⏱️ 22.04.2025):

 conda install -c conda-forge alive-progress

notifiers (🥉30 · ⭐ 2.7K) - The easy way to send notifications.MIT

GitHub (👨‍💻 27 · 🔀 110 · 📦 1.4K · 📋 110 - 36% open · ⏱️ 17.05.2025):
```
 git clone https://github.com/liiight/notifiers
```
PyPi (📥 600K / month · 📦 37 · ⏱️ 17.05.2025):
```
 pip install notifiers
```
Conda (📥 57K · ⏱️ 20.05.2025):
```
 conda install -c conda-forge notifiers
```

progressbar2 (🥉30 · ⭐ 880 · 💤) - Progressbar 2 - A progress bar for Python 2 and Python 3 -..BSD-3

GitHub (👨‍💻 47 · 🔀 100 · 📥 3.1K · 📋 230 - 2% open · ⏱️ 06.12.2024):
```
 git clone https://github.com/WoLpH/python-progressbar
```
PyPi (📥 27M / month · 📦 930 · ⏱️ 28.08.2024):
```
 pip install progressbar2
```

Conda (📥 3M · ⏱️ 22.04.2025):

 conda install -c conda-forge progressbar2

python-devtools (🥉22 · ⭐ 1K) - Dev tools for python.MIT

GitHub (👨‍💻 14 · 🔀 49 · 📦 8.7K · 📋 69 - 40% open · ⏱️ 24.01.2025):
```
 git clone https://github.com/samuelcolvin/python-devtools
```
PyPi (📥 1.6K / month · 📦 2 · ⏱️ 21.08.2017):
```
 pip install python-devtools
```

Conda (📥 42K · ⏱️ 22.04.2025):

 conda install -c conda-forge python-devtools

Show 8 hidden projects...

prettytable (🥈34 · ⭐ 1.5K) - Display tabular data in a visually appealing ASCII table..❗Unlicensed
python-coloredlogs (🥉30 · ⭐ 550 · 💀) - Colored terminal output for Pythons logging module.MIT
wasabi (🥉27 · ⭐ 460 · 💀) - A lightweight console printing and formatting toolkit.MIT
better-exceptions (🥉24 · ⭐ 4.7K · 💀) - Pretty and useful exceptions in Python, automatically.MIT
rebound (🥉24 · ⭐ 4.1K · 💀) - Instant Stack Overflow results whenever an exception is thrown.❗️GPL-2.0
stackprinter (🥉24 · ⭐ 1.3K · 💀) - Debugging-friendly exceptions for Python.MIT
PrettyErrors (🥉23 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible.MIT
tbvaccine (🥉16 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks.MIT

Shell

xxh (🥉19 · ⭐ 5.7K · 📉) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,..BSD-2

GitHub (👨‍💻 27 · 🔀 120 · 📥 4.2K · 📋 96 - 30% open · ⏱️ 04.04.2025):
```
 git clone https://github.com/xxh/xxh
```
PyPi (📥 510 / month · ⏱️ 06.04.2024):
```
 pip install xxh-xxh
```

Show 1 hidden projects...

xonsh (🥇37 · ⭐ 8.9K) - Python-powered shell. Full-featured and cross-platform.❗️BSD-1-Clause

Documentation

🔗 best-of-mkdocs ( ⭐ 1.4K) - Collection of MkDocs projects and plugins.

mkdocs-material (🥇41 · ⭐ 24K) - Documentation that simply works.MIT

GitHub (👨‍💻 320 · 🔀 3.8K · 📦 71K · 📋 2.6K - 0% open · ⏱️ 16.07.2025):
```
 git clone https://github.com/squidfunk/mkdocs-material
```
PyPi (📥 11M / month · 📦 4.6K · ⏱️ 01.07.2025):
```
 pip install mkdocs-material
```

Conda (📥 730K · ⏱️ 01.07.2025):

 conda install -c conda-forge mkdocs-material

mkdocs (🥇40 · ⭐ 21K) - Project documentation with Markdown.BSD-2

GitHub (👨‍💻 260 · 🔀 2.5K · 📦 87K · 📋 2.1K - 5% open · ⏱️ 21.02.2025):
```
 git clone https://github.com/mkdocs/mkdocs
```
PyPi (📥 8.7M / month · 📦 5.8K · ⏱️ 30.08.2024):
```
 pip install mkdocs
```
Conda (📥 520K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge mkdocs
```

sphinx_rtd_theme (🥈35 · ⭐ 4.9K) - Sphinx theme from Read the Docs.MIT

GitHub (👨‍💻 120 · 🔀 1.8K · 📦 16 · 📋 920 - 27% open · ⏱️ 20.02.2025):
```
 git clone https://github.com/readthedocs/sphinx_rtd_theme
```
PyPi (📥 12M / month · 📦 13K · ⏱️ 13.11.2024):
```
 pip install sphinx_rtd_theme
```

Conda (📥 4.4M · ⏱️ 22.04.2025):

 conda install -c conda-forge sphinx_rtd_theme

breathe (🥈34 · ⭐ 780) - ReStructuredText and Sphinx bridge to Doxygen.BSD-3

GitHub (👨‍💻 120 · 🔀 210 · 📥 750 · 📦 18K · 📋 610 - 30% open · ⏱️ 08.07.2025):
```
 git clone https://github.com/michaeljones/breathe
```
PyPi (📥 750K / month · 📦 130 · ⏱️ 08.07.2025):
```
 pip install breathe
```
Conda (📥 760K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge breathe
```

mkdocstrings (🥈33 · ⭐ 1.9K) - Automatic documentation from sources, for MkDocs.ISC

GitHub (👨‍💻 49 · 🔀 110 · 📦 20K · 📋 450 - 12% open · ⏱️ 10.07.2025):
```
 git clone https://github.com/mkdocstrings/mkdocstrings
```
PyPi (📥 3.7M / month · 📦 1.4K · ⏱️ 31.03.2025):
```
 pip install mkdocstrings
```

Conda (📥 230K · ⏱️ 22.04.2025):

 conda install -c conda-forge mkdocstrings

sphinx-autodoc-typehints (🥈33 · ⭐ 580) - Type hints support for the Sphinx autodoc extension.MIT

GitHub (👨‍💻 61 · 🔀 110 · 📦 57K · 📋 210 - 18% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
PyPi (📥 4.6M / month · 📦 3.9K · ⏱️ 25.04.2025):
```
 pip install sphinx-autodoc-typehints
```

Conda (📥 890K · ⏱️ 25.04.2025):

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

Griffe (🥈33 · ⭐ 500) - Signatures for entire Python programs. Extract the structure, the frame,..ISC

GitHub (👨‍💻 36 · 🔀 52 · 📦 12K · 📋 280 - 10% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/mkdocstrings/griffe
```
PyPi (📥 9.7M / month · 📦 260 · ⏱️ 23.04.2025):
```
 pip install griffe
```
Conda (📥 590K · ⏱️ 23.04.2025):
```
 conda install -c conda-forge griffe
```

alabaster (🥈32 · ⭐ 750 · 💤) - Lightweight, configurable Sphinx theme.BSD-3

GitHub (👨‍💻 42 · 🔀 190 · 📦 150K · 📋 130 - 46% open · ⏱️ 26.07.2024):
```
 git clone https://github.com/bitprophet/alabaster
```
PyPi (📥 23M / month · 📦 630 · ⏱️ 26.07.2024):
```
 pip install alabaster
```
Conda (📥 9.5M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge alabaster
```

pdoc3 (🥉29 · ⭐ 1.2K) - Auto-generate API documentation for Python projects.❗️AGPL-3.0

GitHub (👨‍💻 68 · 🔀 150 · 📦 4.9K · 📋 340 - 30% open · ⏱️ 12.07.2025):
```
 git clone https://github.com/pdoc3/pdoc
```
PyPi (📥 430K / month · 📦 490 · ⏱️ 20.03.2025):
```
 pip install pdoc3
```
Conda (📥 2.1K · ⏱️ 22.04.2025):
```
 conda install -c anaconda pdoc3
```

sphinx-autobuild (🥉29 · ⭐ 580) - Watch a Sphinx directory and rebuild the documentation..MIT

GitHub (👨‍💻 34 · 🔀 82 · 📦 29K · 📋 110 - 18% open · ⏱️ 28.05.2025):
```
 git clone https://github.com/executablebooks/sphinx-autobuild
```
PyPi (📥 4.2M / month · 📦 1.7K · ⏱️ 02.10.2024):
```
 pip install sphinx-autobuild
```

Conda (📥 370K · ⏱️ 22.04.2025):

 conda install -c conda-forge sphinx-autobuild

blacken-docs (🥉27 · ⭐ 670) - Run `black` on python code blocks in documentation files.MIT

GitHub (👨‍💻 25 · 🔀 43 · 📦 1.3K · 📋 81 - 11% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/asottile/blacken-docs
```
PyPi (📥 290K / month · 📦 88 · ⏱️ 23.10.2024):
```
 pip install blacken-docs
```

Conda (📥 51K · ⏱️ 22.04.2025):

 conda install -c conda-forge blacken-docs

mkdocs-print-site-plugin (🥉25 · ⭐ 170) - MkDocs Plugin that adds an additional page that..MIT

GitHub (👨‍💻 14 · 🔀 26 · 📦 470 · 📋 110 - 9% open · ⏱️ 07.05.2025):
```
 git clone https://github.com/timvink/mkdocs-print-site-plugin
```
PyPi (📥 68K / month · 📦 12 · ⏱️ 07.05.2025):
```
 pip install mkdocs-print-site-plugin
```

mkdocs-awesome-pages-plugin (🥉24 · ⭐ 580) - A plugin for customizing the navigation structure of..MIT

GitHub (👨‍💻 10 · 🔀 39 · 📦 210 · 📋 110 - 18% open · ⏱️ 18.05.2025):
```
 git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
PyPi (📥 450K / month · 📦 220 · ⏱️ 22.12.2024):
```
 pip install mkdocs-awesome-pages-plugin
```

lazydocs (🥉24 · ⭐ 230) - Generate markdown API documentation from Google-style Python docstring...MIT

GitHub (👨‍💻 12 · 🔀 41 · 📦 370 · 📋 42 - 11% open · ⏱️ 28.02.2025):
```
 git clone https://github.com/ml-tooling/lazydocs
```
PyPi (📥 63K / month · 📦 65 · ⏱️ 27.07.2021):
```
 pip install lazydocs
```

pytkdocs (🥉24 · ⭐ 51) - Load Python objects documentation.ISC

GitHub (👨‍💻 23 · 🔀 32 · 📦 1.6K · 📋 100 - 6% open · ⏱️ 09.03.2025):
```
 git clone https://github.com/mkdocstrings/pytkdocs
```
PyPi (📥 180K / month · 📦 22 · ⏱️ 09.03.2025):
```
 pip install pytkdocs
```
Conda (📥 190K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge pytkdocs
```

Show 13 hidden projects...

sphinx (🥇44 · ⭐ 7.2K) - The Sphinx documentation generator.❗Unlicensed
pdoc (🥈32 · ⭐ 2.2K) - API Documentation for Python Projects.❗️MIT-0
numpydoc (🥈30 · ⭐ 330) - Numpys Sphinx extensions.❗Unlicensed
interrogate (🥉26 · ⭐ 630 · 💀) - Explain yourself! Interrogate a codebase for docstring coverage.MIT
sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme.MIT
portray (🥉24 · ⭐ 870 · 💀) - Your Project with Great Documentation.MIT
pycco (🥉24 · ⭐ 850 · 💀) - Literate-style documentation generator.MIT
sphinx-markdown-builder (🥉24 · ⭐ 160 · 💀) - DISCONTINUED: sphinx builder that outputs markdown..MIT
mkdocs-with-pdf (🥉23 · ⭐ 370 · 💀) - Generate a single PDF file from MkDocs repository.MIT
mkdocs-pdf-export-plugin (🥉22 · ⭐ 330 · 💀) - An MkDocs plugin to export content pages as PDF files.MIT
releases (🥉22 · ⭐ 180 · 💀) - A powerful Sphinx changelog-generating extension.BSD-2
mkdocs-git-revision-date-plugin (🥉20 · ⭐ 60 · 💀) - MkDocs plugin for setting revision date from git per..MIT
mkdocs-versioning (🥉16 · ⭐ 41 · 💀) - A tool that allows for versioning sites built with..MIT

Debugging Tools

pudb (🥇34 · ⭐ 3.1K) - Full-screen console debugger for Python.MIT

GitHub (👨‍💻 98 · 🔀 230 · 📦 8.2K · 📋 350 - 45% open · ⏱️ 18.06.2025):
```
 git clone https://github.com/inducer/pudb
```
PyPi (📥 1.1M / month · 📦 120 · ⏱️ 06.05.2025):
```
 pip install pudb
```
Conda (📥 320K · ⏱️ 04.06.2025):
```
 conda install -c conda-forge pudb
```

icecream (🥇32 · ⭐ 9.8K) - Never use print() to debug again.MIT

GitHub (👨‍💻 25 · 🔀 200 · 📦 21 · 📋 180 - 51% open · ⏱️ 15.06.2025):
```
 git clone https://github.com/gruns/icecream
```
PyPi (📥 1.2M / month · 📦 510 · ⏱️ 25.06.2025):
```
 pip install icecream
```
Conda (📥 80K · ⏱️ 29.06.2025):
```
 conda install -c conda-forge icecream
```

pyelftools (🥇32 · ⭐ 2.1K) - Parsing ELF and DWARF in Python.Unlicense

GitHub (👨‍💻 110 · 🔀 520 · 📦 11K · 📋 270 - 27% open · ⏱️ 03.07.2025):
```
 git clone https://github.com/eliben/pyelftools
```
PyPi (📥 5.2M / month · 📦 270 · ⏱️ 19.02.2025):
```
 pip install pyelftools
```

Conda (📥 760K · ⏱️ 22.04.2025):

 conda install -c conda-forge pyelftools

PySnooper (🥈31 · ⭐ 17K) - Never use print for debugging again.MIT

GitHub (👨‍💻 29 · 🔀 950 · 📦 2K · 📋 140 - 21% open · ⏱️ 31.05.2025):
```
 git clone https://github.com/cool-RR/PySnooper
```
PyPi (📥 250K / month · 📦 67 · ⏱️ 31.05.2025):
```
 pip install pysnooper
```
Conda (📥 130K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge pysnooper
```

gdbgui (🥉27 · ⭐ 10K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view..❗️GPL-3.0

GitHub (👨‍💻 45 · 🔀 510 · 📥 20K · 📦 500 · 📋 340 - 49% open · ⏱️ 29.06.2025):
```
 git clone https://github.com/cs01/gdbgui
```
PyPi (📥 5.8K / month · 📦 2 · ⏱️ 29.06.2025):
```
 pip install gdbgui
```

python-hunter (🥉26 · ⭐ 820) - Hunter is a flexible code tracing toolkit.BSD-2

GitHub (👨‍💻 10 · 🔀 50 · 📋 100 - 45% open · ⏱️ 13.07.2025):
```
 git clone https://github.com/ionelmc/python-hunter
```
PyPi (📥 450K / month · 📦 17 · ⏱️ 11.07.2025):
```
 pip install hunter
```
Conda (📥 170K · ⏱️ 12.07.2025):
```
 conda install -c conda-forge hunter
```

snoop (🥉24 · ⭐ 1.4K · 💤) - A powerful set of Python debugging tools, based on PySnooper.MIT

GitHub (👨‍💻 22 · 🔀 37 · 📋 56 - 44% open · ⏱️ 06.10.2024):
```
 git clone https://github.com/alexmojaki/snoop
```
PyPi (📥 66K / month · 📦 41 · ⏱️ 06.10.2024):
```
 pip install snoop
```
Conda (📥 10K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge snoop
```

pyrasite (🥉22 · ⭐ 2.8K) - Inject code into running Python processes.❗️GPL-3.0

GitHub (👨‍💻 25 · 🔀 200 · 📦 67 · 📋 58 - 70% open · ⏱️ 07.04.2025):
```
 git clone https://github.com/lmacken/pyrasite
```
PyPi (📥 9K / month · ⏱️ 09.05.2012):
```
 pip install pyrasite
```

python-manhole (🥉20 · ⭐ 390 · 💤) - Debugging manhole for python applications.BSD-2

GitHub (👨‍💻 11 · 🔀 26 · 📋 25 - 32% open · ⏱️ 04.07.2024):
```
 git clone https://github.com/ionelmc/python-manhole
```
PyPi (📥 560K / month · 📦 6 · ⏱️ 04.07.2024):
```
 pip install manhole
```
Conda (📥 51K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge manhole
```

Show 4 hidden projects...

ipdb (🥈31 · ⭐ 1.9K · 💀) - Integration of IPython pdb.BSD-3
pdbpp (🥉28 · ⭐ 1.4K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger).BSD-3
Birdseye (🥉20 · ⭐ 1.7K · 💀) - Graphical Python debugger which lets you easily view the values of..MIT
reloadium (🥉18 · ⭐ 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 (🥇49 · ⭐ 13K) - The pytest framework makes it easy to write small tests, yet scales to..MIT

GitHub (👨‍💻 1K · 🔀 2.8K · 📥 20K · 📦 1.6M · 📋 6.2K - 14% open · ⏱️ 15.07.2025):
```
 git clone https://github.com/pytest-dev/pytest
```
PyPi (📥 250M / month · 📦 76K · ⏱️ 18.06.2025):
```
 pip install pytest
```
Conda (📥 38M · ⏱️ 18.06.2025):
```
 conda install -c conda-forge pytest
```

robotframework (🥇43 · ⭐ 11K) - Generic automation framework for acceptance testing and RPA.Apache-2

GitHub (👨‍💻 220 · 🔀 2.5K · 📥 570 · 📦 14K · 📋 4.7K - 5% open · ⏱️ 04.07.2025):
```
 git clone https://github.com/robotframework/robotframework
```
PyPi (📥 3.7M / month · 📦 950 · ⏱️ 04.07.2025):
```
 pip install robotframework
```

Conda (📥 230K · ⏱️ 07.07.2025):

 conda install -c conda-forge robotframework

hypothesis (🥇41 · ⭐ 7.9K) - The property-based testing library for Python.MPL-2.0

GitHub (👨‍💻 350 · 🔀 620 · 📦 34K · 📋 1.7K - 4% open · ⏱️ 15.07.2025):
```
 git clone https://github.com/HypothesisWorks/hypothesis
```
PyPi (📥 21M / month · 📦 2.6K · ⏱️ 15.07.2025):
```
 pip install hypothesis
```

Conda (📥 14M · ⏱️ 16.07.2025):

 conda install -c conda-forge hypothesis

playwright-python (🥇40 · ⭐ 13K) - Python version of the Playwright testing and automation..Apache-2

GitHub (👨‍💻 48 · 🔀 1K · 📦 44K · 📋 1.5K - 3% open · ⏱️ 16.07.2025):
```
 git clone https://github.com/microsoft/playwright-python
```
PyPi (📥 15M / month · 📦 2.4K · ⏱️ 25.06.2025):
```
 pip install playwright
```

tox (🥇40 · ⭐ 3.8K) - Command line driven CI frontend and development task automation tool.MIT

GitHub (👨‍💻 330 · 🔀 540 · 📦 130K · 📋 1.8K - 7% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/tox-dev/tox
```
PyPi (📥 34M / month · 📦 11K · ⏱️ 17.06.2025):
```
 pip install tox
```
Conda (📥 1.4M · ⏱️ 17.06.2025):
```
 conda install -c conda-forge tox
```

pytest-cov (🥈39 · ⭐ 1.9K) - Coverage plugin for pytest.MIT

GitHub (👨‍💻 95 · 🔀 220 · 📦 400K · 📋 440 - 34% open · ⏱️ 16.07.2025):
```
 git clone https://github.com/pytest-dev/pytest-cov
```
PyPi (📥 91M / month · 📦 40K · ⏱️ 12.06.2025):
```
 pip install pytest-cov
```

Conda (📥 15M · ⏱️ 13.06.2025):

 conda install -c conda-forge pytest-cov

pytest-xdist (🥈39 · ⭐ 1.7K) - pytest plugin for distributed testing and loop-on-failures..MIT

GitHub (👨‍💻 110 · 🔀 240 · 📥 270 · 📦 120K · 📋 670 - 41% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/pytest-dev/pytest-xdist
```
PyPi (📥 53M / month · 📦 5.6K · ⏱️ 01.07.2025):
```
 pip install pytest-xdist
```

Conda (📥 8.8M · ⏱️ 02.07.2025):

 conda install -c conda-forge pytest-xdist

pytest-asyncio (🥈39 · ⭐ 1.5K) - Asyncio support for pytest.Apache-2

GitHub (👨‍💻 71 · 🔀 160 · 📥 1.6K · 📦 150K · 📋 370 - 12% open · ⏱️ 16.07.2025):
```
 git clone https://github.com/pytest-dev/pytest-asyncio
```
PyPi (📥 49M / month · 📦 9K · ⏱️ 16.07.2025):
```
 pip install pytest-asyncio
```

Conda (📥 2.5M · ⏱️ 27.05.2025):

 conda install -c conda-forge pytest-asyncio

pytest-mock (🥈37 · ⭐ 2K) - Thin-wrapper around the mock package for easier use with pytest.MIT

GitHub (👨‍💻 77 · 🔀 150 · 📥 100 · 📦 110K · 📋 160 - 6% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/pytest-dev/pytest-mock
```
PyPi (📥 47M / month · 📦 7.1K · ⏱️ 26.05.2025):
```
 pip install pytest-mock
```

Conda (📥 3.7M · ⏱️ 26.05.2025):

 conda install -c conda-forge pytest-mock

freezegun (🥈34 · ⭐ 4.4K) - Let your Python tests travel through time.Apache-2

GitHub (👨‍💻 120 · 🔀 280 · 📥 120 · 📋 360 - 41% open · ⏱️ 12.07.2025):
```
 git clone https://github.com/spulec/freezegun
```
PyPi (📥 22M / month · 📦 1.2K · ⏱️ 12.07.2025):
```
 pip install freezegun
```
Conda (📥 1.7M · ⏱️ 12.07.2025):
```
 conda install -c conda-forge freezegun
```

nox (🥈34 · ⭐ 1.4K) - Flexible test automation for Python.Apache-2

GitHub (👨‍💻 110 · 🔀 170 · 📦 6.7K · 📋 410 - 16% open · ⏱️ 20.06.2025):
```
 git clone https://github.com/theacodes/nox
```
PyPi (📥 6.8M / month · 📦 1.2K · ⏱️ 01.05.2025):
```
 pip install nox
```
Conda (📥 480K · ⏱️ 15.05.2025):
```
 conda install -c conda-forge nox
```

pytest-html (🥈34 · ⭐ 740) - Plugin for generating HTML reports for pytest results.MIT

GitHub (👨‍💻 61 · 🔀 240 · 📦 56K · 📋 430 - 40% open · ⏱️ 24.06.2025):
```
 git clone https://github.com/pytest-dev/pytest-html
```
PyPi (📥 11M / month · 📦 620 · ⏱️ 07.11.2023):
```
 pip install pytest-html
```

Conda (📥 700K · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-html

mimesis (🥈33 · ⭐ 4.6K) - Mimesis is a robust data generator for Python that can produce a wide..MIT

GitHub (👨‍💻 130 · 🔀 340 · 📥 840 · 📦 2.2K · 📋 370 - 5% open · ⏱️ 12.05.2025):
```
 git clone https://github.com/lk-geimfari/mimesis
```
PyPi (📥 440K / month · 📦 68 · ⏱️ 13.09.2024):
```
 pip install mimesis
```
Conda (📥 320K · ⏱️ 10.05.2025):
```
 conda install -c conda-forge mimesis
```

pytest-bdd (🥈33 · ⭐ 1.4K) - BDD library for the pytest runner.MIT

GitHub (👨‍💻 65 · 🔀 230 · 📦 4.4K · 📋 370 - 21% open · ⏱️ 13.02.2025):
```
 git clone https://github.com/pytest-dev/pytest-bdd
```
PyPi (📥 1.1M / month · 📦 110 · ⏱️ 05.12.2024):
```
 pip install pytest-bdd
```

Conda (📥 70K · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-bdd

nose2 (🥈32 · ⭐ 810) - The successor to nose, based on unittest2.BSD-2

GitHub (👨‍💻 80 · 🔀 130 · 📦 27K · 📋 240 - 16% open · ⏱️ 15.05.2025):
```
 git clone https://github.com/nose-devs/nose2
```
PyPi (📥 800K / month · 📦 320 · ⏱️ 01.06.2024):
```
 pip install nose2
```
Conda (📥 190K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge nose2
```

coveralls-python (🥈32 · ⭐ 580) - Show coverage stats online via coveralls.io.MIT

GitHub (👨‍💻 66 · 🔀 190 · 📦 36K · 📋 180 - 6% open · ⏱️ 30.06.2025):
```
 git clone https://github.com/TheKevJames/coveralls-python
```
PyPi (📥 1.8M / month · 📦 2.2K · ⏱️ 15.05.2024):
```
 pip install coveralls
```
Conda (📥 1.3M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge coveralls
```

factory_boy (🥉31 · ⭐ 3.7K) - A test fixtures replacement for Python.MIT

GitHub (👨‍💻 130 · 🔀 400 · 📋 620 - 30% open · ⏱️ 03.02.2025):
```
 git clone https://github.com/FactoryBoy/factory_boy
```
PyPi (📥 8.7M / month · 📦 650 · ⏱️ 03.02.2025):
```
 pip install factory_boy
```

Conda (📥 180K · ⏱️ 25.04.2025):

 conda install -c conda-forge factory_boy

pytest-testinfra (🥉31 · ⭐ 2.4K) - Testinfra test your infrastructures.Apache-2

GitHub (👨‍💻 140 · 🔀 360 · 📦 2.5K · 📋 370 - 38% open · ⏱️ 01.04.2025):
```
 git clone https://github.com/pytest-dev/pytest-testinfra
```
PyPi (📥 630K / month · 📦 20 · ⏱️ 30.03.2025):
```
 pip install pytest-testinfra
```

Conda (📥 30K · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-testinfra

pytest-sugar (🥉30 · ⭐ 1.4K) - a plugin for py.test that changes the default look and feel..BSD-3

GitHub (👨‍💻 54 · 🔀 75 · 📥 41 · 📦 28K · 📋 120 - 22% open · ⏱️ 09.05.2025):
```
 git clone https://github.com/Teemu/pytest-sugar
```
PyPi (📥 4M / month · 📦 1.2K · ⏱️ 01.02.2024):
```
 pip install pytest-sugar
```

Conda (📥 310K · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-sugar

asv (🥉30 · ⭐ 940) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.BSD-3

GitHub (👨‍💻 90 · 🔀 180 · 📥 1.6K · 📦 1.4K · 📋 660 - 24% open · ⏱️ 01.06.2025):
```
 git clone https://github.com/airspeed-velocity/asv
```
PyPi (📥 190K / month · 📦 110 · ⏱️ 12.08.2024):
```
 pip install asv
```
Conda (📥 1.1M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge asv
```

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

GitHub (👨‍💻 48 · 🔀 120 · 📦 12K · 📋 200 - 55% open · ⏱️ 08.04.2025):
```
 git clone https://github.com/ionelmc/pytest-benchmark
```
PyPi (📥 4.3M / month · 📦 920 · ⏱️ 30.10.2024):
```
 pip install pytest-benchmark
```

Conda (📥 2.5M · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-benchmark

pytest-randomly (🥉29 · ⭐ 670) - Pytest plugin to randomly order tests and control random.seed.MIT

GitHub (👨‍💻 20 · 🔀 33 · 📦 11K · 📋 71 - 18% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/pytest-dev/pytest-randomly
```
PyPi (📥 4.1M / month · 📦 540 · ⏱️ 25.10.2024):
```
 pip install pytest-randomly
```

Conda (📥 330K · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-randomly

pytest-testmon (🥉27 · ⭐ 900 · 💤) - Selects tests affected by changed files. Executes the..MIT

GitHub (👨‍💻 29 · 🔀 63 · 📦 1.4K · 📋 170 - 23% open · ⏱️ 22.12.2024):
```
 git clone https://github.com/tarpas/pytest-testmon
```
PyPi (📥 690K / month · 📦 29 · ⏱️ 22.12.2024):
```
 pip install pytest-testmon
```

Conda (📥 54K · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-testmon

green (🥉27 · ⭐ 790 · 💤) - Green is a clean, colorful, fast python test runner.MIT

GitHub (👨‍💻 40 · 🔀 75 · 📦 1.3K · 📋 190 - 3% open · ⏱️ 12.11.2024):
```
 git clone https://github.com/CleanCut/green
```
PyPi (📥 35K / month · 📦 130 · ⏱️ 18.04.2024):
```
 pip install green
```
Conda (📥 230K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge green
```

pytest-docker (🥉27 · ⭐ 470) - Docker-based integration tests.MIT

GitHub (👨‍💻 29 · 🔀 76 · 📥 200 · 📦 2.1K · 📋 61 - 34% open · ⏱️ 04.07.2025):
```
 git clone https://github.com/avast/pytest-docker
```
PyPi (📥 600K / month · 📦 130 · ⏱️ 04.07.2025):
```
 pip install pytest-docker
```

pytest-datadir (🥉27 · ⭐ 260 · 📈) - pytest plugin for manipulating test data directories and..MIT

GitHub (👨‍💻 14 · 🔀 25 · 📥 63 · 📦 2K · 📋 23 - 13% open · ⏱️ 23.06.2025):
```
 git clone https://github.com/gabrielcnr/pytest-datadir
```
PyPi (📥 890K / month · 📦 260 · ⏱️ 06.06.2025):
```
 pip install pytest-datadir
```

Conda (📥 320K · ⏱️ 06.06.2025):

 conda install -c conda-forge pytest-datadir

pytest-mypy (🥉27 · ⭐ 250) - Mypy static type checker plugin for Pytest.MIT

GitHub (👨‍💻 16 · 🔀 33 · 📦 4.5K · 📋 72 - 9% open · ⏱️ 02.04.2025):
```
 git clone https://github.com/dbader/pytest-mypy
```
PyPi (📥 550K / month · 📦 780 · ⏱️ 02.04.2025):
```
 pip install pytest-mypy
```

Conda (📥 120K · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-mypy

xdoctest (🥉23 · ⭐ 210) - A rewrite of Pythons builtin doctest module (with pytest plugin..Apache-2

GitHub (👨‍💻 11 · 🔀 13 · 📥 220 · 📋 51 - 41% open · ⏱️ 14.04.2025):
```
 git clone https://github.com/Erotemic/xdoctest
```
PyPi (📥 670K / month · 📦 190 · ⏱️ 20.08.2024):
```
 pip install xdoctest
```
Conda (📥 260K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge xdoctest
```

pytest-plugins (🥉22 · ⭐ 590) - A grab-bag of nifty pytest plugins.MIT

GitHub (👨‍💻 67 · 🔀 85 · 📥 200 · 📋 130 - 37% open · ⏱️ 02.01.2025):
```
 git clone https://github.com/man-group/pytest-plugins
```
PyPi (📥 53K / month · 📦 73 · ⏱️ 29.11.2024):
```
 pip install pytest-virtualenv
```

Conda (📥 120K · ⏱️ 22.04.2025):

 conda install -c conda-forge pytest-shutil

Show 12 hidden projects...

pyautogui (🥈35 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings...BSD-3
nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python.❗️LGPL-2.1+
uiautomator (🥉27 · ⭐ 2.1K · 💀) - Python wrapper of Android uiautomator test tool.MIT
PyHamcrest (🥉26 · ⭐ 790 · 💤) - Hamcrest matchers for Python.❗Unlicensed
pytest-watch (🥉26 · ⭐ 760 · 💀) - Local continuous test runner with pytest and watchdog.MIT
Mamba Test Runner (🥉25 · ⭐ 530 · 💀) - The definitive testing tool for Python. Born under the..MIT
ddt (🥉25 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest.MIT
pytest-lazy-fixture (🥉24 · ⭐ 390 · 💀) - It helps to use fixtures in pytest.mark.parametrize.MIT
sixpack (🥉21 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework.BSD-2
assertpy (🥉21 · ⭐ 480 · 💀) - Simple assertion library for unit testing in python with a fluent..BSD-3
fake2db (🥉17 · ⭐ 2.3K · 💀) - create custom test databases that are populated with fake data.❗️GPL-2.0
pytest-play (🥉16 · ⭐ 70 · 💀) - pytest plugin that let you automate actions and..Apache-2

Code Packaging

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

pyinstaller (🥇44 · ⭐ 13K) - Freeze (package) Python programs into stand-alone executables.❗️GPL-2.0

GitHub (👨‍💻 480 · 🔀 2K · 📥 750K · 📦 84K · 📋 5.5K - 5% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/pyinstaller/pyinstaller
```
PyPi (📥 4M / month · 📦 1.2K · ⏱️ 04.07.2025):
```
 pip install pyinstaller
```

Conda (📥 1.2M · ⏱️ 05.07.2025):

 conda install -c conda-forge pyinstaller

Nuitka (🥇39 · ⭐ 13K) - Nuitka is a Python compiler written in Python. Its fully compatible..Apache-2

GitHub (👨‍💻 200 · 🔀 700 · 📦 3.3K · 📋 2.6K - 7% open · ⏱️ 08.07.2025):
```
 git clone https://github.com/Nuitka/Nuitka
```
PyPi (📥 390K / month · 📦 120 · ⏱️ 08.07.2025):
```
 pip install nuitka
```
Conda (📥 1.9M · ⏱️ 09.07.2025):
```
 conda install -c conda-forge nuitka
```

packaging (🥇39 · ⭐ 660) - Core utilities for Python packages.Apache-2

GitHub (👨‍💻 120 · 🔀 260 · 📥 920 · 📦 1.8M · 📋 430 - 26% open · ⏱️ 03.07.2025):
```
 git clone https://github.com/pypa/packaging
```
PyPi (📥 640M / month · 📦 14K · ⏱️ 19.04.2025):
```
 pip install packaging
```
Conda (📥 70M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge packaging
```

pex (🥈34 · ⭐ 4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs.Apache-2

GitHub (👨‍💻 120 · 🔀 300 · 📥 3.8M · 📋 1.2K - 6% open · ⏱️ 16.07.2025):
```
 git clone https://github.com/pantsbuild/pex
```
PyPi (📥 2.1M / month · 📦 60 · ⏱️ 16.07.2025):
```
 pip install pex
```

briefcase (🥈34 · ⭐ 3K) - Tools to support converting a Python project into a standalone native..BSD-3

GitHub (👨‍💻 180 · 🔀 420 · 📥 680 · 📦 820 · 📋 930 - 19% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/beeware/briefcase
```
PyPi (📥 18K / month · 📦 37 · ⏱️ 10.07.2025):
```
 pip install briefcase
```

cx_Freeze (🥈30 · ⭐ 1.5K) - Creates standalone executables from Python scripts with the..❗Unlicensed

GitHub (👨‍💻 120 · 🔀 240 · 📋 1K - 4% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/marcelotduarte/cx_Freeze
```
PyPi (📥 150K / month · 📦 120 · ⏱️ 12.05.2025):
```
 pip install cx_freeze
```
Conda (📥 1M · ⏱️ 12.06.2025):
```
 conda install -c conda-forge cx_freeze
```

py2exe (🥉28 · ⭐ 950 · 📈) - Create standalone Windows programs from Python code.MIT

GitHub (👨‍💻 24 · 🔀 100 · 📥 22K · 📦 2.2K · 📋 180 - 13% open · ⏱️ 15.07.2025):
```
 git clone https://github.com/py2exe/py2exe
```
PyPi (📥 32K / month · 📦 11 · ⏱️ 16.07.2025):
```
 pip install py2exe
```

PyOxidizer (🥉27 · ⭐ 5.9K · 💤) - A modern Python application packaging and distribution tool.MPL-2.0

GitHub (👨‍💻 54 · 🔀 240 · 📥 24K · 📦 160 · 📋 570 - 58% open · ⏱️ 03.11.2024):
```
 git clone https://github.com/indygreg/PyOxidizer
```
PyPi (📥 50K / month · 📦 2 · ⏱️ 02.01.2023):
```
 pip install pyoxidizer
```

py2app (🥉27 · ⭐ 400 · 💤) - py2app is a Python setuptools command which will allow you to make..MIT

GitHub (👨‍💻 31 · 🔀 39 · 📦 5.5K · 📋 510 - 39% open · ⏱️ 12.07.2024):
```
 git clone https://github.com/ronaldoussoren/py2app
```
PyPi (📥 32K / month · 📦 25 · ⏱️ 25.05.2024):
```
 pip install py2app
```

constructor (🥉26 · ⭐ 480) - tool for creating installers from conda packages.BSD-3

GitHub (👨‍💻 74 · 🔀 170 · 📥 290 · 📦 24 · 📋 410 - 8% open · ⏱️ 17.07.2025):
```
 git clone https://github.com/conda/constructor
```
Conda (📥 23K · ⏱️ 22.04.2025):
```
 conda install -c anaconda constructor
```

shiv (🥉24 · ⭐ 1.9K · 💤) - shiv is a command line utility for building fully self contained Python..BSD-2

GitHub (👨‍💻 43 · 🔀 100 · 📥 1.9K · 📋 140 - 41% open · ⏱️ 04.11.2024):
```
 git clone https://github.com/linkedin/shiv
```
PyPi (📥 81K / month · 📦 16 · ⏱️ 01.11.2024):
```
 pip install shiv
```

pynsist (🥉23 · ⭐ 970) - Build Windows installers for Python applications.MIT

GitHub (👨‍💻 31 · 🔀 120 · 📦 250 · 📋 180 - 18% open · ⏱️ 05.01.2025):
```
 git clone https://github.com/takluyver/pynsist
```
PyPi (📥 2.4K / month · 📦 14 · ⏱️ 21.03.2022):
```
 pip install pynsist
```

Show 3 hidden projects...

xar (🥉21 · ⭐ 1.6K · 💀) - executable archive format.BSD-3
subpar (🥉13 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python..Apache-2
pyship (🥉11 · ⭐ 42 · 💀) - pyship - ship Python desktop apps to end users.MIT

Build Tools

setuptools (🥇47 · ⭐ 2.7K) - Official project repository for the Setuptools build system.MIT

GitHub (👨‍💻 630 · 🔀 1.3K · 📦 810K · 📋 2.8K - 23% open · ⏱️ 18.06.2025):
```
 git clone https://github.com/pypa/setuptools
```
PyPi (📥 790M / month · 📦 28K · ⏱️ 27.05.2025):
```
 pip install setuptools
```

Conda (📥 150M · ⏱️ 01.06.2025):

 conda install -c conda-forge setuptools

scons (🥇39 · ⭐ 2.3K) - SCons - a software construction tool.MIT

GitHub (👨‍💻 170 · 🔀 330 · 📥 1.8K · 📦 3.9K · 📋 3.5K - 18% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/SCons/scons
```
PyPi (📥 720K / month · 📦 52 · ⏱️ 27.03.2025):
```
 pip install scons
```
Conda (📥 960K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge scons
```

wheel (🥈38 · ⭐ 530) - The official binary distribution format for Python.MIT

GitHub (👨‍💻 86 · 🔀 160 · 📦 370K · 📋 410 - 2% open · ⏱️ 05.05.2025):
```
 git clone https://github.com/pypa/wheel
```
PyPi (📥 270M / month · 📦 14K · ⏱️ 08.04.2025):
```
 pip install wheel
```
Conda (📥 130M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge wheel
```

setuptools_scm (🥈37 · ⭐ 910) - the blessed package to manage your versions by scm tags.MIT

GitHub (👨‍💻 150 · 🔀 220 · 📦 32K · 📋 620 - 14% open · ⏱️ 14.07.2025):
```
 git clone https://github.com/pypa/setuptools_scm
```
PyPi (📥 66M / month · 📦 1.9K · ⏱️ 23.04.2025):
```
 pip install setuptools_scm
```

Conda (📥 4.8M · ⏱️ 23.04.2025):

 conda install -c conda-forge setuptools_scm

buildbot (🥈36 · ⭐ 5.4K) - Python-based continuous integration testing framework; your pull..❗️GPL-2.0

GitHub (👨‍💻 890 · 🔀 1.6K · 📥 110K · 📦 380 · 📋 1.8K - 41% open · ⏱️ 02.07.2025):
```
 git clone https://github.com/buildbot/buildbot
```
PyPi (📥 20K / month · 📦 20 · ⏱️ 12.05.2025):
```
 pip install buildbot
```
Conda (📥 150K · ⏱️ 13.05.2025):
```
 conda install -c conda-forge buildbot
```

twine (🥈36 · ⭐ 1.7K) - Utilities for interacting with PyPI.Apache-2

GitHub (👨‍💻 130 · 🔀 320 · 📥 81 · 📦 120K · 📋 550 - 9% open · ⏱️ 13.07.2025):
```
 git clone https://github.com/pypa/twine
```
PyPi (📥 20M / month · 📦 17K · ⏱️ 21.01.2025):
```
 pip install twine
```
Conda (📥 1.3M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge twine
```

invoke (🥉35 · ⭐ 4.6K) - Pythonic task management & command execution.BSD-2

GitHub (👨‍💻 60 · 🔀 370 · 📦 30K · 📋 830 - 51% open · ⏱️ 15.06.2025):
```
 git clone https://github.com/pyinvoke/invoke
```
PyPi (📥 15M / month · 📦 1K · ⏱️ 12.07.2023):
```
 pip install invoke
```
Conda (📥 1.2M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge invoke
```

flit (🥉33 · ⭐ 2.2K) - Simplified packaging of Python modules.BSD-3

GitHub (👨‍💻 78 · 🔀 140 · 📦 2.4K · 📋 430 - 29% open · ⏱️ 12.07.2025):
```
 git clone https://github.com/pypa/flit
```
PyPi (📥 8M / month · 📦 930 · ⏱️ 25.03.2025):
```
 pip install flit
```
Conda (📥 260K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge flit
```

pybuilder (🥉25 · ⭐ 1.8K) - Software build automation tool for Python.Apache-2

GitHub (👨‍💻 39 · 🔀 260 · 📋 530 - 19% open · ⏱️ 26.04.2025):
```
 git clone https://github.com/pybuilder/pybuilder
```
PyPi (📥 20K / month · 📦 6 · ⏱️ 26.04.2025):
```
 pip install pybuilder
```
Conda (📥 290K · ⏱️ 26.04.2025):
```
 conda install -c conda-forge pybuilder
```

universal-build (🥉15 · ⭐ 25 · 💀) - Universal build utilities for containerized build pipelines.MIT

GitHub (👨‍💻 5 · 🔀 7 · 📥 23 · 📦 18 · 📋 4 - 25% open · ⏱️ 15.09.2022):
```
 git clone https://github.com/ml-tooling/universal-build
```
PyPi (📥 410 / month · 📦 7 · ⏱️ 16.11.2021):
```
 pip install universal-build
```

Show 4 hidden projects...

doit (🥉31 · ⭐ 2K · 💀) - CLI task management & automation tool.MIT
buildout (🥉29 · ⭐ 590) - Buildout is a deployment automation tool written in and extended..❗️ZPL-2.1
paver (🥉22 · ⭐ 460 · 💀) - Python-based project scripting.BSD-3
pynt (🥉18 · ⭐ 160 · 💀) - A pynt of Python build.MIT

System Monitoring & Profiling

psutil (🥇43 · ⭐ 11K) - Cross-platform lib for process and system monitoring in Python.BSD-3

GitHub (👨‍💻 220 · 🔀 1.4K · 📋 1.9K - 19% open · ⏱️ 15.07.2025):
```
 git clone https://github.com/giampaolo/psutil
```
PyPi (📥 190M / month · 📦 13K · ⏱️ 13.02.2025):
```
 pip install psutil
```
Conda (📥 48M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge psutil
```

Glances (🥇39 · ⭐ 29K) - Glances an Eye on your system. A top/htop alternative for..❗️LGPL-3.0

GitHub (👨‍💻 200 · 🔀 1.6K · 📥 1.7K · 📦 1.2K · 📋 2.1K - 6% open · ⏱️ 12.07.2025):
```
 git clone https://github.com/nicolargo/glances
```
PyPi (📥 180K / month · 📦 4 · ⏱️ 09.07.2025):
```
 pip install glances
```
Conda (📥 300K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge glances
```

pyinstrument (🥈36 · ⭐ 7.2K · 📈) - Call stack profiler for Python. Shows you why your code is..BSD-3

GitHub (👨‍💻 69 · 🔀 250 · 📦 3.6K · 📋 180 - 16% open · ⏱️ 02.07.2025):
```
 git clone https://github.com/joerick/pyinstrument
```
PyPi (📥 3.4M / month · 📦 210 · ⏱️ 02.07.2025):
```
 pip install pyinstrument
```

Conda (📥 780K · ⏱️ 02.07.2025):

 conda install -c conda-forge pyinstrument

memray (🥈35 · ⭐ 14K) - Memray is a memory profiler for Python.Apache-2

GitHub (👨‍💻 58 · 🔀 420 · 📦 1.4K · 📋 240 - 14% open · ⏱️ 07.06.2025):
```
 git clone https://github.com/bloomberg/memray
```
PyPi (📥 5.6M / month · 📦 83 · ⏱️ 09.05.2025):
```
 pip install memray
```
Conda (📥 470K · ⏱️ 14.07.2025):
```
 conda install -c conda-forge memray
```

py-spy (🥈35 · ⭐ 14K) - Sampling profiler for Python programs.MIT

GitHub (👨‍💻 47 · 🔀 460 · 📥 31K · 📦 6.7K · 📋 400 - 45% open · ⏱️ 16.07.2025):
```
 git clone https://github.com/benfred/py-spy
```
PyPi (📥 7.9M / month · 📦 58 · ⏱️ 01.11.2024):
```
 pip install py-spy
```
Conda (📥 690K · ⏱️ 12.07.2025):
```
 conda install -c conda-forge py-spy
```
Cargo (📥 1.4K / month · 📦 4 · ⏱️ 01.11.2024):
```
 cargo install py-spy
```

Scalene (🥈33 · ⭐ 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory..Apache-2

GitHub (👨‍💻 55 · 🔀 400 · 📦 880 · 📋 500 - 32% open · ⏱️ 12.07.2025):
```
 git clone https://github.com/plasma-umass/scalene
```
PyPi (📥 100K / month · 📦 18 · ⏱️ 27.01.2025):
```
 pip install scalene
```

Bpytop (🥈29 · ⭐ 11K) - Linux/OSX/FreeBSD resource monitor.Apache-2

GitHub (👨‍💻 36 · 🔀 420 · 📦 230 · 📋 320 - 27% open · ⏱️ 01.06.2025):
```
 git clone https://github.com/aristocratos/bpytop
```
PyPi (📥 24K / month · 📦 1 · ⏱️ 22.12.2021):
```
 pip install bpytop
```
Conda (📥 24K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge bpytop
```

line_profiler (🥈29 · ⭐ 3K) - Line-by-line profiling for Python.BSD-3

GitHub (👨‍💻 51 · 🔀 130 · 📥 720 · 📋 120 - 38% open · ⏱️ 09.07.2025):
```
 git clone https://github.com/pyutils/line_profiler
```
PyPi (📥 1.2M / month · 📦 220 · ⏱️ 03.12.2024):
```
 pip install line_profiler
```

Conda (📥 3.7M · ⏱️ 22.04.2025):

 conda install -c conda-forge line_profiler

Yappi (🥉28 · ⭐ 1.6K · 💤) - Yet Another Python Profiler, but this time multithreading, asyncio and..MIT

GitHub (👨‍💻 31 · 🔀 75 · 📦 1.5K · 📋 85 - 24% open · ⏱️ 12.11.2024):
```
 git clone https://github.com/sumerc/yappi
```
PyPi (📥 1M / month · 📦 63 · ⏱️ 12.11.2024):
```
 pip install yappi
```
Conda (📥 280K · ⏱️ 06.05.2025):
```
 conda install -c conda-forge yappi
```

pympler (🥉26 · ⭐ 1.3K) - Development tool to measure, monitor and analyze the memory behavior..Apache-2

GitHub (👨‍💻 30 · 🔀 89 · 📋 120 - 52% open · ⏱️ 07.06.2025):
```
 git clone https://github.com/pympler/pympler
```
PyPi (📥 2.6M / month · 📦 260 · ⏱️ 28.06.2024):
```
 pip install pympler
```
Conda (📥 540K · ⏱️ 22.04.2025):
```
 conda install -c conda-forge pympler
```

Show 8 hidden projects...

memory-profiler (🥈29 · ⭐ 4.5K · 💀) - Monitor Memory usage of Python code.BSD-3
Diamond (🥉28 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes..MIT
memory_profiler (🥉27 · ⭐ 4.4K · 💀) - Monitor Memory usage of Python code.BSD-3
vprof (🥉24 · ⭐ 4K · 💀) - Visual profiler for Python.BSD-2
Profiling (🥉20 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler.BSD-3
heartrate (🥉19 · ⭐ 1.8K · 💀) - Simple real time visualisation of the execution of a Python program.MIT
pyheat (🥉18 · ⭐ 840 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!.MIT
livepython (🥉12 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time.MIT

AST Tools

executing (🥇31 · ⭐ 360) - Get information about what a Python frame is currently doing,..MIT

GitHub (👨‍💻 11 · 🔀 36 · 📦 320K · 📋 52 - 40% open · ⏱️ 12.01.2025):
```
 git clone https://github.com/alexmojaki/executing
```
PyPi (📥 59M / month · 📦 630 · ⏱️ 22.01.2025):
```
 pip install executing
```
Conda (📥 20M · ⏱️ 24.04.2025):
```
 conda install -c conda-forge executing
```

gast (🥈27 · ⭐ 140) - Python AST that abstracts the underlying Python version.BSD-3

GitHub (👨‍💻 11 · 🔀 37 · 📦 210K · 📋 38 - 2% open · ⏱️ 16.02.2025):
```
 git clone https://github.com/serge-sans-paille/gast
```
PyPi (📥 20M / month · 📦 440 · ⏱️ 27.06.2024):
```
 pip install gast
```
Conda (📥 3.4M · ⏱️ 22.04.2025):
```
 conda install -c conda-forge gast
```

Show 4 hidden projects...

astunparse (🥈28 · ⭐ 230 · 💀) - An AST unparser for Python.BSD-3
astor (🥈27 · ⭐ 850 · 💀) - Python AST read/write.BSD-3
typed_ast (🥉26 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses# type:..Apache-2
asteval (🥉24 · ⭐ 190 · 💀) - minimalistic evaluator of python expression using ast module.MIT

Others

pre-commit (🥇41 · ⭐ 14K) - A framework for managing and maintaining multi-language pre-commit..MIT

GitHub (👨‍💻 160 · 🔀 880 · 📥 3.1M · 📦 250K · 📋 2.2K - 1% open · ⏱️ 24.06.2025):
```
 git clone https://github.com/pre-commit/pre-commit
```
PyPi (📥 57M / month · 📦 16K · ⏱️ 18.03.2025):
```
 pip install pre-commit
```

Conda (📥 7.4M · ⏱️ 22.04.2025):

 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.

Contribution

Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

Open an issue by selecting one of the provided categories from theissue page and fill in the requested information.
Modify theprojects.yaml with your additions or changes, and submit a pull request. This can also be done directly via theGithub UI.

If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to thebest-of-generator repository. If you like to create your own best-of list, we recommend to followthis guide.

For more information on how to add or update projects, please read thecontribution guidelines. By participating in this project, you agree to abide by itsCode of Conduct.