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ml-tooling/best-of-python-dev

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ml-tooling/best-of-python-dev has 1,321 GitHub stars and 84 forks. GitHot measured -1 stars in 24 hours and -1 in 7 days. Last checked 2026-11-08 09:43 UTC. Last push 2026-10-29.

How these counts are measured

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

1,321 stars84 forks

Measured star growth

in 24h
-1
in 7 days
-1
in 15 days
Collecting history
in 1 month
Collecting history

Net star changes over overlapping periods, not daily totals. Missing measurements are left blank. Stars measure attention, not software quality.

README.md

Original

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!

🧙‍♂️  Discover other best-of lists or create your own.
📫  Subscribe to our newsletter for updates and trending projects.

Contents

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

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ruff (🥇36 · ⭐ 50K) - An extremely fast Python linter and code formatter, written in Rust. MIT

  • GitHub (👨‍💻 1K · 🔀 2.6K · 📦 260K):

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

  • PyPi (📥 300M / month · 📦 100K · ⏱️ 27.10.2026):

    pip install ruff

  • Conda (📥 10M · ⏱️ 27.10.2026):

    conda install -c conda-forge ruff
flake8 (🥇34 · ⭐ 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT

  • GitHub (👨‍💻 180 · 🔀 360 · 📦 700K):

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

  • PyPi (📥 40M / month · 📦 45K · ⏱️ 28.10.2026):

    pip install flake8

  • Conda (📥 12M · ⏱️ 29.10.2026):

    conda install -c conda-forge flake8
pylint (🥇33 · ⭐ 5.7K) - python code static checker. ❗️GPL-2.0

  • GitHub (👨‍💻 730 · 🔀 1.4K · 📦 500K):

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

  • PyPi (📥 38M / month · 📦 14K · ⏱️ 11.10.2026):

    pip install pylint

  • Conda (📥 9.2M · ⏱️ 11.10.2026):

    conda install -c conda-forge pylint
pyflakes (🥇32 · ⭐ 1.5K) - A simple program which checks Python source files for errors. MIT

  • GitHub (👨‍💻 88 · 🔀 200 · 📦 340K):

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

  • PyPi (📥 47M / month · 📦 1.7K · ⏱️ 28.10.2026):

    pip install pyflakes

  • Conda (📥 12M · ⏱️ 28.10.2026):

    conda install -c conda-forge pyflakes
beartype (🥈30 · ⭐ 3.5K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT

  • GitHub (👨‍💻 38 · 🔀 92 · 📦 16K):

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

  • PyPi (📥 70M / month · 📦 1.4K · ⏱️ 11.10.2026):

    pip install beartype

  • Conda (📥 980K · ⏱️ 18.10.2026):

    conda install -c conda-forge beartype
parso (🥈30 · ⭐ 670) - A Python Parser. MIT

  • GitHub (👨‍💻 55 · 🔀 120 · 📦 610K):

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

  • PyPi (📥 96M / month · 📦 1.2K · ⏱️ 01.05.2026):

    pip install parso

  • Conda (📥 43M · ⏱️ 02.05.2026):

    conda install -c conda-forge parso
wemake-python-styleguide (🥈29 · ⭐ 2.9K) - The strictest and most opinionated python linter ever!. MIT

  • GitHub (👨‍💻 240 · 🔀 430 · 📦 18K):

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

  • PyPi (📥 420K / month · 📦 130 · ⏱️ 12.09.2026):

    pip install wemake-python-styleguide
pycodestyle (🥈28 · ⭐ 5.2K) - Simple Python style checker in one Python file. MIT

  • GitHub (👨‍💻 140 · 🔀 760):

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

  • PyPi (📥 57M / month · 📦 2.5K · ⏱️ 22.09.2026):

    pip install pycodestyle

  • Conda (📥 12M · ⏱️ 23.09.2026):

    conda install -c conda-forge pycodestyle
flake8-bugbear (🥈28 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT

  • GitHub (👨‍💻 100 · 🔀 130 · 📦 43K):

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

  • PyPi (📥 2.8M / month · 📦 1.8K · ⏱️ 27.10.2026):

    pip install flake8-bugbear

  • Conda (📥 950K · ⏱️ 27.10.2026):

    conda install -c conda-forge flake8-bugbear
hacking (🥈25 · ⭐ 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

  • GitHub (👨‍💻 190 · 🔀 65 · 📦 8K):

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

  • PyPi (📥 94K / month · 📦 110 · ⏱️ 11.06.2026):

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

  • GitHub (👨‍💻 40 · 🔀 200 · 📦 29K):

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

  • PyPi (📥 1M / month · 📦 630 · ⏱️ 25.10.2025):

    pip install flake8-isort

  • Conda (📥 110K · ⏱️ 25.10.2025):

    conda install -c conda-forge flake8-isort
mypy-protobuf (🥈24 · ⭐ 710) - Generate mypy stub files from protobuf specs. Apache-2

  • GitHub (👨‍💻 41 · 🔀 81 · 📦 4.9K):

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

  • PyPi (📥 7M / month · 📦 300 · ⏱️ 28.04.2026):

    pip install mypy-protobuf

  • Conda (📥 210K · ⏱️ 28.04.2026):

    conda install -c conda-forge mypy-protobuf
pylint-django (🥈24 · ⭐ 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 (📥 2M / month · 📦 180 · ⏱️ 11.07.2026):

    pip install pylint-django

  • Conda (📥 580K · ⏱️ 11.07.2026):

    conda install -c conda-forge pylint-django
check-manifest (🥈24 · ⭐ 290 · 💤) - Tool to check the completeness of MANIFEST.in for Python.. MIT

  • GitHub (👨‍💻 23 · 🔀 37 · 📦 12K):

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

  • PyPi (📥 490K / month · 📦 5K · ⏱️ 15.10.2025):

    pip install check-manifest

  • Conda (📥 240K · ⏱️ 15.10.2025):

    conda install -c conda-forge check-manifest
flake8-commas (🥉22 · ⭐ 130 · 💤) - Flake8 extension for enforcing trailing commas in python. MIT

  • GitHub (👨‍💻 15 · 🔀 30 · 📦 19K):

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

  • PyPi (📥 430K / 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 (👨‍💻 21 · 🔀 25 · 📦 12K):

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

  • PyPi (📥 590K / month · 📦 590 · ⏱️ 25.10.2025):

    pip install flake8-builtins

  • Conda (📥 790K · ⏱️ 27.10.2025):

    conda install -c conda-forge flake8-builtins
flake8-import-order (🥉21 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0

  • GitHub (👨‍💻 50 · 🔀 73):

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

  • PyPi (📥 1.5M / month · 📦 650 · ⏱️ 24.06.2025):

    pip install flake8-import-order

  • Conda (📥 680K · ⏱️ 26.06.2025):

    conda install -c conda-forge flake8-import-order
flake8-simplify (🥉21 · ⭐ 190) - A flake8 plugin that helps you to simplify code. MIT

  • GitHub (👨‍💻 16 · 🔀 22):

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

  • PyPi (📥 280K / month · 📦 160 · ⏱️ 06.10.2026):

    pip install flake8-simplify

  • Conda (📥 80K · ⏱️ 07.10.2026):

    conda install -c conda-forge flake8-simplify
flake8-black (🥉21 · ⭐ 160 · 💤) - flake8 plugin to run black for checking Python coding style. MIT

  • GitHub (👨‍💻 11 · 🔀 11 · 📦 8.8K):

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

  • PyPi (📥 420K / month · 📦 540 · ⏱️ 21.09.2025):

    pip install flake8-black

  • Conda (📥 500K · ⏱️ 22.09.2025):

    conda install -c conda-forge flake8-black
nitpick (🥉19 · ⭐ 410 · 💤) - Enforce the same settings on multiple projects. MIT

  • GitHub (👨‍💻 18 · 🔀 24 · 📦 1.4K):

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

  • PyPi (📥 7.9K / month · 📦 26 · ⏱️ 30.11.2025):

    pip install nitpick
lintlang (🥉14 · ⭐ 140) - Static analysis for AI agent configs, tool descriptions, and system.. Apache-2

  • GitHub (👨‍💻 11 · 🔀 14):

    git clone https://github.com/hermes-labs-ai/lintlang

  • PyPi (📥 2.1K / month · ⏱️ 20.10.2026):

    pip install lintlang
Show 20 hidden projects...
  • pydocstyle (🥇31 · ⭐ 1.1K · 💀) - docstring style checker. MIT
  • pep8-naming (🥈25 · ⭐ 530 · 💀) - Naming Convention checker for Python. ❗️Saxpath
  • 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
  • flake8-comprehensions (🥈24 · ⭐ 470 · 💀) - A flake8 plugin to help you write better.. MIT
  • data-science-types (🥈24 · ⭐ 210 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
  • pylama (🥉23 · ⭐ 1K · 💀) - Code audit tool for python. MIT
  • flake8-eradicate (🥉23 · ⭐ 310 · 💀) - Flake8 plugin to find commented out or dead code. MIT
  • coala (🥉21 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
  • 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
  • flake8-mypy (🥉18 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. 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
  • bellybutton (🥉15 · ⭐ 270 · 💀) - Custom Python linting through AST expressions. MIT
  • imhotep (🥉14 · ⭐ 220 · 💀) - A static-analysis bot for Github. MIT
  • yala (🥉14 · ⭐ 14 · 💀) - Yet Another Linter Aggregator. MIT
  • linty_fresh (🥉12 · ⭐ 180 · 💀) - Surface lint errors during code review. Apache-2 mypy

Type checkers

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pyre-check (🥈31 · ⭐ 7.2K) - Performant type-checking for python. MIT

  • GitHub (👨‍💻 310 · 🔀 450 · 📦 24 · 📋 480 - 34% open · ⏱️ 26.06.2026):

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

  • PyPi (📥 200K / month · 📦 110 · ⏱️ 06.08.2026):

    pip install pyre-check
pyright (🥉30 · ⭐ 16K · 📉) - Static Type Checker for Python. MIT

  • GitHub (👨‍💻 170 · 🔀 1.8K · 📦 1.9K):

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

  • npm (📥 3.2M / month · 📦 130 · ⏱️ 09.09.2026):

    npm install pyright
pytype (🥉30 · ⭐ 5K · 💤) - A static type analyzer for Python code. Apache-2

  • GitHub (👨‍💻 110 · 🔀 290 · 📋 950 - 21% open · ⏱️ 23.01.2026):

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

  • PyPi (📥 930K / month · 📦 230 · ⏱️ 11.10.2024):

    pip install pytype

  • Conda (📥 680K · ⏱️ 22.04.2025):

    conda install -c conda-forge pytype
Show 2 hidden projects...
  • mypy (🥇34 · ⭐ 21K) - Optional static typing for Python. ❗Unlicensed
  • typeguard (🥉27 · ⭐ 1.8K) - Run-time type checker for Python. ❗Unlicensed

Code Formatters

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black (🥇36 · ⭐ 42K) - The uncompromising Python code formatter. MIT

  • GitHub (👨‍💻 600 · 🔀 2.9K · 📦 700K):

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

  • PyPi (📥 110M / month · 📦 67K · ⏱️ 10.10.2026):

    pip install black

  • Conda (📥 20M · ⏱️ 26.10.2026):

    conda install -c conda-forge black
isort (🥈34 · ⭐ 7K) - A Python utility / library to sort imports. MIT

  • GitHub (👨‍💻 380 · 🔀 730 · 📦 590K):

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

  • PyPi (📥 91M / month · 📦 30K · ⏱️ 18.10.2026):

    pip install isort

  • Conda (📥 11M · ⏱️ 28.09.2026):

    conda install -c conda-forge isort
yapf (🥈31 · ⭐ 14K · 💤) - A formatter for Python files. Apache-2

  • GitHub (👨‍💻 160 · 🔀 900 · 📦 110K):

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

  • PyPi (📥 5M / month · 📦 1.3K · ⏱️ 14.11.2024):

    pip install yapf

  • Conda (📥 3.8M · ⏱️ 22.04.2025):

    conda install -c conda-forge yapf
Show 4 hidden projects...
  • autopep8 (🥉29 · ⭐ 4.6K · 💀) - A tool that automatically formats Python code to conform to the PEP.. MIT
  • docformatter (🥉21 · ⭐ 590) - Formats docstrings to follow PEP 257. ❗Unlicensed
  • autoimport (🥉19 · ⭐ 100 · 💀) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
  • pyformat (🥉16 · ⭐ 94 · 💀) - Formats Python code to follow a consistent style. ❗️Saxpath

Code Refactoring

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jedi (🥇34 · ⭐ 6.2K) - Awesome autocompletion, static analysis and refactoring library for python. MIT

  • GitHub (👨‍💻 190 · 🔀 550 · 📦 610K):

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

  • PyPi (📥 96M / month · 📦 1.8K · ⏱️ 12.10.2026):

    pip install jedi

  • Conda (📥 45M · ⏱️ 12.10.2026):

    conda install -c conda-forge jedi
rope (🥇29 · ⭐ 2.2K) - a python refactoring library. ❗️LGPL-3.0

  • GitHub (👨‍💻 90 · 🔀 200 · 📦 79K):

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

  • PyPi (📥 1.4M / month · 📦 360 · ⏱️ 26.09.2026):

    pip install rope

  • Conda (📥 2.8M · ⏱️ 26.09.2026):

    conda install -c conda-forge rope
vulture (🥈28 · ⭐ 4.9K) - Find dead Python code. MIT

  • GitHub (👨‍💻 61 · 🔀 210 · 📦 8.4K):

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

  • PyPi (📥 15M / month · 📦 660 · ⏱️ 25.03.2026):

    pip install vulture

  • Conda (📥 290K · ⏱️ 26.03.2026):

    conda install -c conda-forge vulture
pyupgrade (🥈26 · ⭐ 4.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT

  • GitHub (👨‍💻 37 · 🔀 230):

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

  • PyPi (📥 1.6M / month · 📦 690 · ⏱️ 09.10.2026):

    pip install pyupgrade

  • Conda (📥 1.1M · ⏱️ 09.10.2026):

    conda install -c conda-forge pyupgrade
autoflake (🥈25 · ⭐ 950) - Removes unused imports and unused variables. MIT

  • GitHub (👨‍💻 43 · 🔀 94):

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

  • PyPi (📥 4.8M / month · 📦 1.5K · ⏱️ 22.08.2026):

    pip install autoflake

  • Conda (📥 710K · ⏱️ 22.08.2026):

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

  • GitHub (👨‍💻 11 · 🔀 29):

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

  • PyPi (📥 67K / 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 (👨‍💻 17 · 🔀 20 · 📦 180):

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

  • PyPi (📥 38K / month · 📦 46 · ⏱️ 02.10.2026):

    pip install unimport
massedit (🥉16 · ⭐ 120 · 📈) - Programmatically edit text files with Python. Useful for source to.. MIT

  • GitHub (👨‍💻 10 · 🔀 14 · 📦 54):

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

  • PyPi (📥 770 / month · 📦 3 · ⏱️ 28.10.2026):

    pip install massedit
Show 10 hidden projects...
  • MonkeyType (🥈22 · ⭐ 4.9K · 💀) - A Python library that generates static type annotations by.. BSD-3
  • Bowler (🥈22 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python. MIT
  • pyannotate (🥉21 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
  • redbaron (🥉21 · ⭐ 720 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
  • eradicate (🥉21 · ⭐ 220 · 💤) - Removes commented-out code. ❗️Saxpath
  • 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

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

  • GitHub (👨‍💻 200 · 🔀 780 · 📦 70K):

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

  • PyPi (📥 24M / month · 📦 3.4K · ⏱️ 25.02.2026):

    pip install bandit

  • Conda (📥 790K · ⏱️ 25.02.2026):

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

  • GitHub (👨‍💻 57 · 🔀 210 · 📦 21K):

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

  • PyPi (📥 3.2M / month · 📦 1.4K · ⏱️ 29.05.2026):

    pip install safety

  • Conda (📥 200K · ⏱️ 30.05.2026):

    conda install -c conda-forge safety
sqlmap (🥉24 · ⭐ 39K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0

  • GitHub (👨‍💻 160 · 🔀 6.4K · 📦 24):

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

  • PyPi (📥 41K / month · 📦 14 · ⏱️ 05.10.2026):

    pip install sqlmap
dlint (🥉20 · ⭐ 180 · 📈) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3

  • GitHub (👨‍💻 17 · 🔀 18):

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

  • PyPi (📥 60K / month · 📦 110 · ⏱️ 20.10.2026):

    pip install dlint

  • Conda (📥 16K · ⏱️ 24.10.2026):

    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

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virtualenv (🥇36 · ⭐ 5.1K) - Virtual Python Environment builder. MIT

  • GitHub (👨‍💻 340 · 🔀 1.1K · 📦 520K):

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

  • PyPi (📥 230M / month · 📦 2.3K · ⏱️ 28.10.2026):

    pip install virtualenv

  • Conda (📥 26M · ⏱️ 28.10.2026):

    conda install -c conda-forge virtualenv
pipenv (🥈34 · ⭐ 25K) - Python Development Workflow for Humans. MIT

  • GitHub (👨‍💻 550 · 🔀 1.9K · 📦 170K):

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

  • PyPi (📥 8M / month · 📦 260 · ⏱️ 28.10.2026):

    pip install pipenv

  • Conda (📥 380K · ⏱️ 29.10.2026):

    conda install -c conda-forge pipenv
nodeenv (🥈32 · ⭐ 1.8K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3

  • GitHub (👨‍💻 110 · 🔀 220 · 📦 160K):

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

  • PyPi (📥 170M / month · 📦 470 · ⏱️ 26.09.2026):

    pip install nodeenv

  • Conda (📥 11M · ⏱️ 24.10.2026):

    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
  • dh-virtualenv (🥉11 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages. ❗️GPL-2.0
  • freshenv (🥉11 · ⭐ 150 · 💀) - Provision, share, manage local and cloud developer environments. MPL-2.0
  • pipenv-pipes (🥉10 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT

Dependency & Package Managers

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

  • GitHub (👨‍💻 910 · 🔀 3.4K · 📦 260K):

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

  • PyPi (📥 410M / month · 📦 6.4K · ⏱️ 20.10.2026):

    pip install pip

  • Conda (📥 270M · ⏱️ 20.10.2026):

    conda install -c conda-forge pip
poetry (🥇32 · ⭐ 34K) - Python packaging and dependency management made easy. MIT

  • GitHub (👨‍💻 690 · 🔀 2.5K):

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

  • PyPi (📥 40M / month · 📦 940 · ⏱️ 20.09.2026):

    pip install poetry

  • Conda (📥 8.6M · ⏱️ 23.09.2026):

    conda install -c conda-forge poetry
pipx (🥈31 · ⭐ 13K) - Install and Run Python Applications in Isolated Environments. MIT

  • GitHub (👨‍💻 250 · 🔀 630 · 📦 5K):

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

  • PyPi (📥 3.6M / month · 📦 120 · ⏱️ 29.10.2026):

    pip install pipx

  • Conda (📥 290K · ⏱️ 18.10.2026):

    conda install -c conda-forge pipx
pip-tools (🥈31 · ⭐ 8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3

  • GitHub (👨‍💻 230 · 🔀 680 · 📦 39K):

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

  • PyPi (📥 12M / month · 📦 3.2K · ⏱️ 07.10.2026):

    pip install pip-tools

  • Conda (📥 410K · ⏱️ 07.10.2026):

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

  • GitHub (👨‍💻 510 · 🔀 2.2K · 📦 52K):

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

  • PyPi (📥 8.5K / month · 📦 83 · ⏱️ 22.04.2017):

    pip install conda

  • Conda (📥 85M · ⏱️ 21.10.2026):

    conda install -c conda-forge conda
PDM (🥉29 · ⭐ 8.7K) - A modern Python package and dependency manager supporting the latest PEP.. MIT

  • GitHub (👨‍💻 290 · 🔀 510 · 📦 650):

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

  • PyPi (📥 2.5M / month · 📦 240 · ⏱️ 27.10.2026):

    pip install pdm

  • Conda (📥 2M · ⏱️ 19.10.2026):

    conda install -c conda-forge pdm
pipreqs (🥉27 · ⭐ 7.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2

  • GitHub (👨‍💻 76 · 🔀 420 · 📦 41K):

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

  • PyPi (📥 620K / month · 📦 320 · ⏱️ 18.02.2024):

    pip install pipreqs

  • Conda (📥 130K · ⏱️ 20.06.2026):

    conda install -c conda-forge pipreqs
mamba (🥉21 · ⭐ 8.1K) - The Fast Cross-Platform Package Manager. BSD-3

  • GitHub (👨‍💻 190 · 🔀 450):

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

  • Conda (📥 30M · ⏱️ 29.10.2026):

    conda install -c conda-forge mamba
pyflow (🥉18 · ⭐ 1.3K · 💤) - An installation and dependency system for Python. MIT

  • GitHub (👨‍💻 30 · 🔀 48 · 📦 44):

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

  • PyPi (📥 260 / month · 📦 1 · ⏱️ 02.07.2021):

    pip install pyflow
Show 2 hidden projects...
  • dephell (🥉20 · ⭐ 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

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

  • GitHub (👨‍💻 25 · 🔀 63 · 📦 530K):

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

  • PyPi (📥 68M / month · 📦 930 · ⏱️ 24.01.2022):

    pip install mccabe

  • Conda (📥 13M · ⏱️ 22.04.2025):

    conda install -c conda-forge mccabe
prospector (🥈25 · ⭐ 2.1K) - Prospector is a tool to analyse Python code by aggregating the.. ❗️GPL-2.0

  • GitHub (👨‍💻 100 · 🔀 180 · 📦 5.6K):

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

  • PyPi (📥 290K / month · 📦 320 · ⏱️ 26.10.2026):

    pip install prospector

  • Conda (📥 270K · ⏱️ 26.10.2026):

    conda install -c conda-forge prospector
wily (🥉22 · ⭐ 1.3K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2

  • GitHub (👨‍💻 26 · 🔀 67 · 📦 310):

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

  • PyPi (📥 84K / month · 📦 14 · ⏱️ 26.04.2026):

    pip install wily
Show 3 hidden projects...
  • radon (🥈26 · ⭐ 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

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

  • GitHub (👨‍💻 150 · 🔀 1.9K · 📦 1.2M):

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

  • PyPi (📥 410M / month · 📦 60K · ⏱️ 11.09.2026):

    pip install tqdm

  • Conda (📥 62M · ⏱️ 12.09.2026):

    conda install -c conda-forge tqdm

  • Docker Hub (📥 10K · ⭐ 3 · ⏱️ 24.10.2026):

    docker pull tqdm/tqdm
rich (🥇35 · ⭐ 58K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT

  • GitHub (👨‍💻 290 · 🔀 2.4K · 📦 580K):

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

  • PyPi (📥 450M / month · 📦 44K · ⏱️ 12.04.2026):

    pip install rich

  • Conda (📥 30M · ⏱️ 12.04.2026):

    conda install -c conda-forge rich
loguru (🥇32 · ⭐ 24K) - Python logging made (stupidly) simple. MIT

  • GitHub (👨‍💻 82 · 🔀 810 · 📦 160K):

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

  • PyPi (📥 66M / month · 📦 16K · ⏱️ 06.12.2024):

    pip install loguru

  • Conda (📥 5.5M · ⏱️ 16.01.2026):

    conda install -c conda-forge loguru
structlog (🥈31 · ⭐ 5K) - Simple, powerful, and fast logging for Python. Apache-2

  • GitHub (👨‍💻 140 · 🔀 300 · 📦 40K):

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

  • PyPi (📥 95M / month · 📦 5K · ⏱️ 06.06.2026):

    pip install structlog

  • Conda (📥 1.9M · ⏱️ 06.06.2026):

    conda install -c conda-forge structlog
sentry-sdk (🥈30 · ⭐ 2.2K) - The official Python SDK for Sentry.io. MIT

  • GitHub (👨‍💻 360 · 🔀 700):

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

  • PyPi (📥 130M / month · 📦 2.1K · ⏱️ 27.10.2026):

    pip install sentry-sdk

  • Conda (📥 2.2M · ⏱️ 22.10.2026):

    conda install -c conda-forge sentry-sdk
colorlog (🥈29 · ⭐ 970) - A colored formatter for the python logging module. MIT

  • GitHub (👨‍💻 37 · 🔀 99 · 📦 70K):

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

  • PyPi (📥 44M / month · 📦 3.2K · ⏱️ 23.07.2026):

    pip install colorlog

  • Conda (📥 8.4M · ⏱️ 27.09.2026):

    conda install -c conda-forge colorlog
tabulate (🥈28 · ⭐ 2.6K · 💤) - Pretty-print tabular data in Python, a library and a command-line.. MIT

  • GitHub (👨‍💻 110 · 🔀 230):

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

  • PyPi (📥 150M / month · 📦 12K · ⏱️ 04.03.2026):

    pip install tabulate

  • Conda (📥 15M · ⏱️ 05.03.2026):

    conda install -c conda-forge tabulate
python-coloredlogs (🥈28 · ⭐ 550) - Colored terminal output for Pythons logging module. MIT

  • GitHub (👨‍💻 17 · 🔀 45 · 📦 89K):

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

  • PyPi (📥 36M / month · 📦 1.9K · ⏱️ 11.06.2021):

    pip install coloredlogs

  • Conda (📥 27K · ⏱️ 21.10.2026):

    conda install -c anaconda coloredlogs
progressbar2 (🥉27 · ⭐ 880) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3

  • GitHub (👨‍💻 170 · 🔀 110):

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

  • PyPi (📥 19M / month · 📦 1.1K · ⏱️ 14.08.2026):

    pip install progressbar2

  • Conda (📥 6.3M · ⏱️ 14.08.2026):

    conda install -c conda-forge progressbar2
alive-progress (🥉25 · ⭐ 5.9K · 💤) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT

  • GitHub (👨‍💻 11 · 🔀 210 · 📦 5.3K):

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

  • PyPi (📥 2.5M / month · 📦 590 · ⏱️ 20.07.2025):

    pip install alive-progress

  • Conda (📥 420K · ⏱️ 08.03.2026):

    conda install -c conda-forge alive-progress
notifiers (🥉25 · ⭐ 2.7K) - The easy way to send notifications. MIT

  • GitHub (👨‍💻 28 · 🔀 110 · 📦 1.4K):

    git clone https://github.com/liiight/notifiers

  • PyPi (📥 340K / month · 📦 43 · ⏱️ 10.10.2026):

    pip install notifiers

  • Conda (📥 76K · ⏱️ 17.10.2026):

    conda install -c conda-forge notifiers
better-exceptions (🥉24 · ⭐ 4.7K) - Pretty and useful exceptions in Python, automatically. MIT

  • GitHub (👨‍💻 20 · 🔀 220 · 📋 86 - 39% open · ⏱️ 08.10.2026):

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

  • PyPi (📥 370K / month · 📦 100 · ⏱️ 29.01.2021):

    pip install better-exceptions
python-devtools (🥉22 · ⭐ 1.1K) - Dev tools for python. MIT

  • GitHub (👨‍💻 15 · 🔀 52 · 📦 9.3K):

    git clone https://github.com/samuelcolvin/python-devtools

  • PyPi (📥 14K / month · 📦 2 · ⏱️ 21.08.2017):

    pip install python-devtools

  • Conda (📥 64K · ⏱️ 22.04.2025):

    conda install -c conda-forge python-devtools
rebound (🥉21 · ⭐ 4.1K) - Command-line tool that instantly fetches Stack Overflow results.. ❗️GPL-3.0

  • GitHub (👨‍💻 16 · 🔀 380):

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

  • PyPi (📥 29K / month · 📦 67 · ⏱️ 05.10.2026):

    pip install rebound

  • Conda (📥 1.4M · ⏱️ 10.07.2026):

    conda install -c conda-forge rebound
stackprinter (🥉21 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT

  • GitHub (👨‍💻 9 · 🔀 42 · 📦 460):

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

  • PyPi (📥 340K / month · 📦 54 · ⏱️ 17.04.2026):

    pip install stackprinter

  • Conda (📥 24K · ⏱️ 20.04.2026):

    conda install -c conda-forge stackprinter
Show 6 hidden projects...
  • python-json-logger (🥈31 · ⭐ 1.8K · 💀) - Json Formatter for the standard python logger. BSD-2
  • prettytable (🥈28 · ⭐ 1.7K) - A simple Python library for easily displaying tabular data.. ❗Unlicensed
  • logbook (🥉27 · ⭐ 1.5K) - A cool logging replacement for Python. ❗Unlicensed
  • wasabi (🥉24 · ⭐ 460 · 💀) - A lightweight console printing and formatting toolkit. MIT
  • PrettyErrors (🥉20 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible. MIT
  • tbvaccine (🥉15 · ⭐ 300 · 💀) - A small utility to pretty-print Python tracebacks. MIT

Shell

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Show 2 hidden projects...
  • xonsh (🥇27 · ⭐ 9.7K) - Python-powered shell. Full-featured, cross-platform and AI-.. ❗️BSD-1-Clause
  • xxh (🥉15 · ⭐ 5.8K · 💀) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2

Documentation

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mkdocs-material (🥇34 · ⭐ 28K) - Documentation that simply works. MIT

  • GitHub (👨‍💻 330 · 🔀 4.2K · 📦 97K):

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

  • PyPi (📥 12M / month · 📦 17K · ⏱️ 24.10.2026):

    pip install mkdocs-material

  • Conda (📥 1.3M · ⏱️ 24.10.2026):

    conda install -c conda-forge mkdocs-material
mkdocs (🥇33 · ⭐ 22K) - Project documentation with Markdown. BSD-2

  • GitHub (👨‍💻 260 · 🔀 2.6K · 📦 110K):

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

  • PyPi (📥 13M / month · 📦 14K · ⏱️ 15.09.2026):

    pip install mkdocs

  • Conda (📥 1.4M · ⏱️ 23.10.2026):

    conda install -c conda-forge mkdocs
sphinx_rtd_theme (🥈29 · ⭐ 5K) - Sphinx theme from Read the Docs. MIT

  • GitHub (👨‍💻 120 · 🔀 1.8K · 📦 16):

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

  • PyPi (📥 6.1M / month · 📦 20K · ⏱️ 12.01.2026):

    pip install sphinx_rtd_theme

  • Conda (📥 5.6M · ⏱️ 29.07.2026):

    conda install -c conda-forge sphinx_rtd_theme
mkdocstrings (🥈29 · ⭐ 2.1K) - Automatic documentation from sources, for MkDocs. ISC

  • GitHub (👨‍💻 56 · 🔀 130 · 📦 32K):

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

  • PyPi (📥 5.8M / month · 📦 2.2K · ⏱️ 19.10.2026):

    pip install mkdocstrings

  • Conda (📥 460K · ⏱️ 21.10.2026):

    conda install -c conda-forge mkdocstrings
Griffe (🥈28 · ⭐ 700) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC

  • GitHub (👨‍💻 54 · 🔀 79 · 📦 19K):

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

  • PyPi (📥 22M / month · 📦 800 · ⏱️ 22.10.2026):

    pip install griffe

  • Conda (📥 1.2M · ⏱️ 22.10.2026):

    conda install -c conda-forge griffe
breathe (🥈27 · ⭐ 820) - Sphinx Doxygen renderer. BSD-3

  • GitHub (👨‍💻 120 · 🔀 210 · 📦 21K):

    git clone https://github.com/michaeljones/breathe

  • PyPi (📥 750K / month · 📦 220 · ⏱️ 02.10.2026):

    pip install breathe

  • Conda (📥 1.5M · ⏱️ 02.10.2026):

    conda install -c conda-forge breathe
sphinx-autodoc-typehints (🥈27 · ⭐ 590) - Type hints support for the Sphinx autodoc extension. MIT

  • GitHub (👨‍💻 72 · 🔀 120 · 📦 62K):

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

  • PyPi (📥 2.3M / month · 📦 8K · ⏱️ 27.10.2026):

    pip install sphinx-autodoc-typehints

  • Conda (📥 1.2M · ⏱️ 28.10.2026):

    conda install -c conda-forge sphinx-autodoc-typehints
pdoc3 (🥉24 · ⭐ 1.2K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0

  • GitHub (👨‍💻 69 · 🔀 140 · 📦 5.3K):

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

  • PyPi (📥 170K / month · 📦 490 · ⏱️ 20.03.2025):

    pip install pdoc3

  • Conda (📥 3.3K · ⏱️ 14.09.2026):

    conda install -c anaconda pdoc3
sphinx-autobuild (🥉24 · ⭐ 600 · 💤) - Rebuild Sphinx documentation on changes, with hot.. MIT

  • GitHub (👨‍💻 37 · 🔀 94 · 📦 34K):

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

  • PyPi (📥 1.7M / month · 📦 2.3K · ⏱️ 25.08.2025):

    pip install sphinx-autobuild

  • Conda (📥 610K · ⏱️ 04.11.2025):

    conda install -c conda-forge sphinx-autobuild
sphinx-markdown-builder (🥉24 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT

  • GitHub (👨‍💻 19 · 🔀 60 · 📦 1.8K):

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

  • PyPi (📥 480K / month · 📦 270 · ⏱️ 16.08.2026):

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

  • GitHub (👨‍💻 17 · 🔀 49 · 📦 9.7K):

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

  • PyPi (📥 1.3M / month · 📦 390 · ⏱️ 07.04.2024):

    pip install interrogate
mkdocs-print-site-plugin (🥉21 · ⭐ 190) - MkDocs Plugin that adds an additional page that.. MIT

  • GitHub (👨‍💻 17 · 🔀 29 · 📦 640):

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

  • PyPi (📥 150K / month · 📦 45 · ⏱️ 08.09.2026):

    pip install mkdocs-print-site-plugin
mkdocs-pdf-export-plugin (🥉20 · ⭐ 350 · 💤) - An MkDocs plugin to export content pages as PDF files. MIT

  • GitHub (👨‍💻 12 · 🔀 39 · 📦 1.5K):

    git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin

  • PyPi (📥 28K / month · 📦 18 · ⏱️ 05.10.2021):

    pip install mkdocs-pdf-export-plugin
lazydocs (🥉19 · ⭐ 240 · 💀) - Generate markdown API documentation from Google-style Python.. MIT

  • GitHub (👨‍💻 13 · 🔀 43 · 📦 430):

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

  • PyPi (📥 34K / month · 📦 65 · ⏱️ 27.07.2021):

    pip install lazydocs
Show 14 hidden projects...
  • sphinx (🥇32 · ⭐ 8.1K · 📈) - The Sphinx documentation generator. ❗Unlicensed
  • alabaster (🥈27 · ⭐ 770 · 💀) - A light, configurable Sphinx theme. BSD-3
  • pdoc (🥈25 · ⭐ 2.4K · 💤) - API Documentation for Python Projects. ❗️MIT-0
  • numpydoc (🥈25 · ⭐ 360) - Numpys Sphinx extensions. ❗Unlicensed
  • sphinx-bootstrap-theme (🥉22 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT
  • blacken-docs (🥉21 · ⭐ 670 · 💀) - Run Black on Python code blocks in documentation files. MIT
  • mkdocs-with-pdf (🥉21 · ⭐ 360 · 💀) - Generate a single PDF file from MkDocs repository. MIT
  • pytkdocs (🥉21 · ⭐ 54 · 💀) - Load Python objects documentation. ISC
  • mkdocs-awesome-pages-plugin (🥉20 · ⭐ 620 · 💀) - An MkDocs plugin that simplifies configuring page.. MIT
  • portray (🥉19 · ⭐ 860 · 💀) - Your Project with Great Documentation. 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 · ⭐ 61 · 💀) - 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

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

  • GitHub (👨‍💻 120 · 🔀 550 · 📦 13K):

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

  • PyPi (📥 11M / month · 📦 360 · ⏱️ 29.05.2026):

    pip install pyelftools

  • Conda (📥 2.2M · ⏱️ 29.05.2026):

    conda install -c conda-forge pyelftools
PySnooper (🥈26 · ⭐ 16K) - Never use print for debugging again. MIT

  • GitHub (👨‍💻 30 · 🔀 950 · 📦 2.2K):

    git clone https://github.com/cool-RR/PySnooper

  • PyPi (📥 440K / month · 📦 67 · ⏱️ 31.05.2025):

    pip install pysnooper

  • Conda (📥 160K · ⏱️ 09.10.2026):

    conda install -c conda-forge pysnooper
icecream (🥈25 · ⭐ 10K) - Never use print() to debug again. MIT

  • GitHub (👨‍💻 40 · 🔀 220 · 📦 24):

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

  • PyPi (📥 1.3M / month · 📦 600 · ⏱️ 03.04.2026):

    pip install icecream

  • Conda (📥 120K · ⏱️ 04.04.2026):

    conda install -c conda-forge icecream
pdbpp (🥉23 · ⭐ 1.4K · 💤) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3

  • GitHub (👨‍💻 41 · 🔀 74):

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

  • PyPi (📥 1.2M / month · 📦 640 · ⏱️ 23.02.2026):

    pip install pdbpp

  • Conda (📥 410K · ⏱️ 23.02.2026):

    conda install -c conda-forge pdbpp
snoop (🥉22 · ⭐ 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT

  • GitHub (👨‍💻 23 · 🔀 43):

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

  • PyPi (📥 110K / month · 📦 54 · ⏱️ 18.07.2026):

    pip install snoop

  • Conda (📥 22K · ⏱️ 22.04.2025):

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

  • GitHub (👨‍💻 10 · 🔀 51):

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

  • PyPi (📥 460K / month · 📦 17 · ⏱️ 22.08.2025):

    pip install hunter

  • Conda (📥 260K · ⏱️ 03.11.2025):

    conda install -c conda-forge hunter
Show 7 hidden projects...
  • ipdb (🥇27 · ⭐ 1.8K · 💀) - Integration of IPython pdb. BSD-3
  • pudb (🥈25 · ⭐ 3.3K) - 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
  • Birdseye (🥉16 · ⭐ 1.7K · 💀) - Graphical Python debugger which lets you easily view the values of.. MIT
  • reloadium (🥉15 · ⭐ 3K · 💀) - Hot Reloading and Profiling for Python. Apache-2

Testing Tools

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🔗 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 · ⭐ 15K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT

  • GitHub (👨‍💻 1.2K · 🔀 3.6K · 📦 1.9M):

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

  • PyPi (📥 760M / month · 📦 260K · ⏱️ 27.10.2026):

    pip install pytest

  • Conda (📥 62M · ⏱️ 28.10.2026):

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

  • GitHub (👨‍💻 68 · 🔀 1.2K · 📦 66K):

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

  • PyPi (📥 97M / month · 📦 9.4K · ⏱️ 22.10.2026):

    pip install playwright
hypothesis (🥇33 · ⭐ 9.1K) - The property-based testing library for Python. MPL-2.0

  • GitHub (👨‍💻 460 · 🔀 700 · 📦 49K):

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

  • PyPi (📥 53M / month · 📦 10K · ⏱️ 28.10.2026):

    pip install hypothesis

  • Conda (📥 23M · ⏱️ 28.10.2026):

    conda install -c conda-forge hypothesis
pytest-cov (🥇33 · ⭐ 2.1K · 📈) - Coverage plugin for pytest. MIT

  • GitHub (👨‍💻 110 · 🔀 250 · 📦 520K):

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

  • PyPi (📥 200M / month · 📦 78K · ⏱️ 21.03.2026):

    pip install pytest-cov

  • Conda (📥 22M · ⏱️ 22.03.2026):

    conda install -c conda-forge pytest-cov
pytest-asyncio (🥇33 · ⭐ 1.7K) - Asyncio support for pytest. Apache-2

  • GitHub (👨‍💻 82 · 🔀 210 · 📦 240K):

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

  • PyPi (📥 220M / month · 📦 59K · ⏱️ 25.10.2026):

    pip install pytest-asyncio

  • Conda (📥 4.6M · ⏱️ 26.10.2026):

    conda install -c conda-forge pytest-asyncio
tox (🥈32 · ⭐ 4K) - Command line driven CI frontend and development task automation tool. MIT

  • GitHub (👨‍💻 400 · 🔀 610 · 📦 140K):

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

  • PyPi (📥 14M / month · 📦 14K · ⏱️ 28.10.2026):

    pip install tox

  • Conda (📥 2.1M · ⏱️ 28.10.2026):

    conda install -c conda-forge tox
pytest-mock (🥈32 · ⭐ 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT

  • GitHub (👨‍💻 97 · 🔀 190 · 📦 140K):

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

  • PyPi (📥 83M / month · 📦 18K · ⏱️ 17.10.2026):

    pip install pytest-mock

  • Conda (📥 6.5M · ⏱️ 17.10.2026):

    conda install -c conda-forge pytest-mock
robotframework (🥈31 · ⭐ 12K) - Generic automation framework for acceptance testing and RPA. Apache-2

  • GitHub (👨‍💻 240 · 🔀 2.6K · 📦 14K):

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

  • PyPi (📥 3.9M / month · 📦 1.3K · ⏱️ 14.09.2026):

    pip install robotframework

  • Conda (📥 300K · ⏱️ 21.09.2026):

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

  • GitHub (👨‍💻 120 · 🔀 290 · 📦 150K):

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

  • PyPi (📥 140M / month · 📦 5.6K · ⏱️ 01.07.2025):

    pip install pytest-xdist

  • Conda (📥 16M · ⏱️ 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 (👨‍💻 52 · 🔀 1.3K · 📦 58K):

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

  • PyPi (📥 2.4M / month · 📦 1K · ⏱️ 24.05.2023):

    pip install pyautogui

  • Conda (📥 510K · ⏱️ 18.05.2026):

    conda install -c conda-forge pyautogui
pytest-benchmark (🥈29 · ⭐ 1.5K) - pytest fixture for benchmarking code. BSD-2

  • GitHub (👨‍💻 56 · 🔀 140 · 📦 19K):

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

  • PyPi (📥 10M / month · 📦 4.1K · ⏱️ 23.08.2026):

    pip install pytest-benchmark

  • Conda (📥 3.8M · ⏱️ 23.08.2026):

    conda install -c conda-forge pytest-benchmark
nox (🥈28 · ⭐ 1.6K) - Flexible test automation. Apache-2

  • GitHub (👨‍💻 140 · 🔀 200 · 📦 8.6K):

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

  • PyPi (📥 3.8M / month · 📦 1.9K · ⏱️ 20.10.2026):

    pip install nox

  • Conda (📥 670K · ⏱️ 24.10.2026):

    conda install -c conda-forge nox
pytest-bdd (🥈28 · ⭐ 1.5K) - BDD library for the pytest runner. MIT

  • GitHub (👨‍💻 73 · 🔀 250 · 📦 5.2K):

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

  • PyPi (📥 3.1M / month · 📦 300 · ⏱️ 30.09.2026):

    pip install pytest-bdd

  • Conda (📥 81K · ⏱️ 03.07.2026):

    conda install -c conda-forge pytest-bdd
mimesis (🥈27 · ⭐ 4.8K) - Mimesis is a Python library for generating fake but realistic data in.. MIT

  • GitHub (👨‍💻 130 · 🔀 360 · 📦 2.4K):

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

  • PyPi (📥 2M / month · 📦 100 · ⏱️ 23.09.2026):

    pip install mimesis

  • Conda (📥 410K · ⏱️ 24.09.2026):

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

  • GitHub (👨‍💻 58 · 🔀 81 · 📦 31K):

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

  • PyPi (📥 6.8M / month · 📦 1.5K · ⏱️ 23.08.2025):

    pip install pytest-sugar

  • Conda (📥 680K · ⏱️ 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 (👨‍💻 66 · 🔀 250 · 📦 60K):

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

  • PyPi (📥 14M / month · 📦 1.1K · ⏱️ 19.01.2026):

    pip install pytest-html

  • Conda (📥 1.3M · ⏱️ 21.01.2026):

    conda install -c conda-forge pytest-html
pytest-randomly (🥈27 · ⭐ 720) - Pytest plugin to randomly order tests and control random.seed. MIT

  • GitHub (👨‍💻 22 · 🔀 37 · 📦 13K):

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

  • PyPi (📥 14M / month · 📦 1.2K · ⏱️ 01.09.2026):

    pip install pytest-randomly

  • Conda (📥 470K · ⏱️ 29.09.2026):

    conda install -c conda-forge pytest-randomly
coveralls-python (🥉26 · ⭐ 570 · 💤) - Show coverage stats online via coveralls.io. MIT

  • GitHub (👨‍💻 69 · 🔀 190 · 📦 37K):

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

  • PyPi (📥 860K / month · 📦 2.6K · ⏱️ 28.02.2026):

    pip install coveralls

  • Conda (📥 1.7M · ⏱️ 28.02.2026):

    conda install -c conda-forge coveralls
pytest-testmon (🥉25 · ⭐ 1K) - Selects tests affected by changed files. Executes the right.. MIT

  • GitHub (👨‍💻 36 · 🔀 85 · 📦 1.9K):

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

  • PyPi (📥 5.2M / month · 📦 160 · ⏱️ 29.10.2026):

    pip install pytest-testmon

  • Conda (📥 200K · ⏱️ 07.10.2026):

    conda install -c conda-forge pytest-testmon
asv (🥉25 · ⭐ 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3

  • GitHub (👨‍💻 100 · 🔀 210 · 📦 1.8K):

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

  • PyPi (📥 300K / month · 📦 210 · ⏱️ 27.06.2026):

    pip install asv

  • Conda (📥 1.7M · ⏱️ 11.08.2026):

    conda install -c conda-forge asv
nose2 (🥉25 · ⭐ 820 · 💤) - The successor to nose, based on unittest2. BSD-2

  • GitHub (👨‍💻 86 · 🔀 130 · 📦 27K):

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

  • PyPi (📥 520K / month · 📦 360 · ⏱️ 02.03.2026):

    pip install nose2

  • Conda (📥 290K · ⏱️ 22.04.2025):

    conda install -c conda-forge nose2
pytest-docker (🥉25 · ⭐ 490 · 📈) - Docker-based integration tests. MIT

  • GitHub (👨‍💻 31 · 🔀 78 · 📦 2.8K):

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

  • PyPi (📥 2.2M / month · 📦 200 · ⏱️ 16.10.2026):

    pip install pytest-docker
pytest-watch (🥉24 · ⭐ 730) - Local continuous test runner with pytest and watchdog. MIT

  • GitHub (👨‍💻 16 · 🔀 54 · 📦 12K):

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

  • PyPi (📥 1.2M / month · 📦 560 · ⏱️ 20.05.2018):

    pip install pytest-watch

  • Conda (📥 280K · ⏱️ 08.10.2026):

    conda install -c conda-forge pytest-watch
pytest-datadir (🥉22 · ⭐ 280) - pytest plugin for manipulating test data directories and.. MIT

  • GitHub (👨‍💻 16 · 🔀 26 · 📦 2.4K):

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

  • PyPi (📥 1.5M / month · 📦 270 · ⏱️ 30.07.2025):

    pip install pytest-datadir

  • Conda (📥 650K · ⏱️ 30.07.2025):

    conda install -c conda-forge pytest-datadir
green (🥉21 · ⭐ 790 · 💤) - Green is a clean, colorful, fast python test runner. MIT

  • GitHub (👨‍💻 41 · 🔀 75 · 📦 1.4K):

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

  • PyPi (📥 16K / month · 📦 130 · ⏱️ 18.04.2024):

    pip install green

  • Conda (📥 490K · ⏱️ 02.03.2026):

    conda install -c conda-forge green
xdoctest (🥉20 · ⭐ 220 · 💤) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2

  • GitHub (👨‍💻 14 · 🔀 18):

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

  • PyPi (📥 1M / month · 📦 260 · ⏱️ 27.03.2026):

    pip install xdoctest

  • Conda (📥 290K · ⏱️ 27.03.2026):

    conda install -c conda-forge xdoctest
pytest-plugins (🥉19 · ⭐ 600 · 💤) - A grab-bag of nifty pytest plugins. MIT

  • GitHub (👨‍💻 67 · 🔀 89):

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

  • PyPi (📥 19K / month · 📦 73 · ⏱️ 29.11.2024):

    pip install pytest-virtualenv

  • Conda (📥 140K · ⏱️ 22.04.2025):

    conda install -c conda-forge pytest-shutil
Show 14 hidden projects...
  • nose (🥈28 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
  • freezegun (🥈27 · ⭐ 4.5K · 💀) - Let your Python tests travel through time. Apache-2
  • factory_boy (🥉25 · ⭐ 3.6K · 💀) - A test fixtures replacement for Python. MIT
  • pytest-testinfra (🥉25 · ⭐ 2.4K · 💀) - Testinfra test your infrastructures. Apache-2
  • ddt (🥉24 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest. MIT
  • PyHamcrest (🥉23 · ⭐ 790 · 💀) - Hamcrest matchers for Python. ❗Unlicensed
  • 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
  • pytest-lazy-fixture (🥉21 · ⭐ 380 · 💀) - It helps to use fixtures in pytest.mark.parametrize. 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

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

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

  • GitHub (👨‍💻 500 · 🔀 2K · 📦 93K):

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

  • PyPi (📥 11M / month · 📦 2.8K · ⏱️ 12.09.2026):

    pip install pyinstaller

  • Conda (📥 2.2M · ⏱️ 30.09.2026):

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

  • GitHub (👨‍💻 220 · 🔀 800 · 📦 4.2K):

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

  • PyPi (📥 610K / month · 📦 290 · ⏱️ 29.10.2026):

    pip install nuitka

  • Conda (📥 3.8M · ⏱️ 20.10.2026):

    conda install -c conda-forge nuitka
briefcase (🥈26 · ⭐ 3.4K) - Tools to support converting a Python project into a standalone.. BSD-3

  • GitHub (👨‍💻 230 · 🔀 550 · 📦 890):

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

  • PyPi (📥 38K / month · 📦 51 · ⏱️ 27.10.2026):

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

  • GitHub (👨‍💻 130 · 🔀 320):

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

  • PyPi (📥 4.3M / month · 📦 67 · ⏱️ 26.10.2026):

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

  • GitHub (👨‍💻 130 · 🔀 240):

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

  • PyPi (📥 100K / month · 📦 150 · ⏱️ 27.10.2026):

    pip install cx_freeze

  • Conda (📥 1.6M · ⏱️ 28.10.2026):

    conda install -c conda-forge cx_freeze
py2app (🥈22 · ⭐ 420 · 💤) - py2app is a Python setuptools command which will allow you to make.. MIT

  • GitHub (👨‍💻 31 · 🔀 45 · 📦 5.6K):

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

  • PyPi (📥 33K / month · 📦 42 · ⏱️ 13.02.2026):

    pip install py2app
py2exe (🥉21 · ⭐ 990) - Create standalone Windows programs from Python code. MIT

  • GitHub (👨‍💻 25 · 🔀 110 · 📦 2.3K):

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

  • PyPi (📥 8.2K / month · 📦 12 · ⏱️ 21.06.2026):

    pip install py2exe
shiv (🥉20 · ⭐ 1.9K · 💤) - shiv is a command line utility for building fully self contained Python.. BSD-2

  • GitHub (👨‍💻 45 · 🔀 110):

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

  • PyPi (📥 210K / month · 📦 29 · ⏱️ 01.11.2024):

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

  • GitHub (👨‍💻 83 · 🔀 180 · 📦 29):

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

  • Conda (📥 39K · ⏱️ 25.09.2026):

    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 (🥉19 · ⭐ 890 · 💀) - Build Windows installers for Python applications. MIT
  • xar (🥉18 · ⭐ 1.6K · 💀) - executable archive format. BSD-3
  • pyship (🥉13 · ⭐ 46) - pyship - ship Python desktop apps to end users. MIT
  • subpar (🥉12 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python.. Apache-2

Build Tools

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setuptools (🥇36 · ⭐ 2.9K) - Official project repository for the Setuptools build system. MIT

  • GitHub (👨‍💻 660 · 🔀 1.4K · 📦 880K):

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

  • PyPi (📥 940M / month · 📦 35K · ⏱️ 20.10.2026):

    pip install setuptools

  • Conda (📥 250M · ⏱️ 21.10.2026):

    conda install -c conda-forge setuptools
wheel (🥇33 · ⭐ 570) - The official binary distribution format for Python. MIT

  • GitHub (👨‍💻 95 · 🔀 190 · 📦 400K):

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

  • PyPi (📥 340M / month · 📦 17K · ⏱️ 11.08.2026):

    pip install wheel

  • Conda (📥 210M · ⏱️ 13.08.2026):

    conda install -c conda-forge wheel
twine (🥈31 · ⭐ 1.8K) - Utilities for interacting with PyPI. Apache-2

  • GitHub (👨‍💻 130 · 🔀 330 · 📦 150K):

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

  • PyPi (📥 17M / month · 📦 42K · ⏱️ 27.07.2026):

    pip install twine

  • Conda (📥 2.2M · ⏱️ 28.07.2026):

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

  • GitHub (👨‍💻 170 · 🔀 250 · 📦 34K):

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

  • PyPi (📥 78M / month · 📦 2.8K · ⏱️ 23.09.2026):

    pip install setuptools_scm

  • Conda (📥 9.4M · ⏱️ 24.09.2026):

    conda install -c conda-forge setuptools_scm
invoke (🥈29 · ⭐ 4.7K) - Pythonic task management & command execution. BSD-2

  • GitHub (👨‍💻 63 · 🔀 390 · 📦 35K):

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

  • PyPi (📥 60M / month · 📦 1.4K · ⏱️ 07.04.2026):

    pip install invoke

  • Conda (📥 3.6M · ⏱️ 07.04.2026):

    conda install -c conda-forge invoke
scons (🥈29 · ⭐ 2.4K) - SCons - a software construction tool. MIT

  • GitHub (👨‍💻 180 · 🔀 360 · 📦 4.4K):

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

  • PyPi (📥 600K / month · 📦 65 · ⏱️ 27.08.2026):

    pip install scons

  • Conda (📥 1.6M · ⏱️ 04.09.2026):

    conda install -c conda-forge scons
flit (🥈29 · ⭐ 2.3K) - Simplified packaging of Python modules. BSD-3

  • GitHub (👨‍💻 97 · 🔀 170 · 📦 2.9K):

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

  • PyPi (📥 5.6M / month · 📦 1.1K · ⏱️ 27.10.2026):

    pip install flit

  • Conda (📥 480K · ⏱️ 28.10.2026):

    conda install -c conda-forge flit
doit (🥉25 · ⭐ 2K · 💤) - CLI task management & automation tool. MIT

  • GitHub (👨‍💻 70 · 🔀 190 · 📦 2.3K):

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

  • PyPi (📥 490K / month · 📦 140 · ⏱️ 09.02.2026):

    pip install doit

  • Conda (📥 620K · ⏱️ 09.02.2026):

    conda install -c conda-forge doit
pybuilder (🥉22 · ⭐ 2.1K) - Software build automation tool for Python. Apache-2

  • GitHub (👨‍💻 40 · 🔀 280):

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

  • PyPi (📥 54K / month · 📦 6 · ⏱️ 11.10.2026):

    pip install pybuilder

  • Conda (📥 450K · ⏱️ 11.10.2026):

    conda install -c conda-forge pybuilder
universal-build (🥉12 · ⭐ 25 · 💀) - Universal build utilities for containerized build pipelines. MIT

  • GitHub (👨‍💻 5 · 🔀 8):

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

  • PyPi (📥 130 / month · 📦 7 · ⏱️ 16.11.2021):

    pip install universal-build
Show 4 hidden projects...
  • buildbot (🥉23 · ⭐ 5.4K · 💀) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0
  • 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 · ⭐ 150 · 💀) - A pynt of Python build. MIT

System Monitoring & Profiling

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

  • GitHub (👨‍💻 260 · 🔀 1.5K · 📦 820K):

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

  • PyPi (📥 290M / month · 📦 20K · ⏱️ 28.01.2026):

    pip install psutil

  • Conda (📥 77M · ⏱️ 17.09.2026):

    conda install -c conda-forge psutil
py-spy (🥇29 · ⭐ 16K) - Sampling profiler for Python programs. MIT

  • GitHub (👨‍💻 66 · 🔀 560 · 📦 9.3K):

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

  • PyPi (📥 20M / month · 📦 240 · ⏱️ 24.04.2026):

    pip install py-spy

  • Conda (📥 1.2M · ⏱️ 28.08.2026):

    conda install -c conda-forge py-spy

  • Cargo (📦 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 (👨‍💻 79 · 🔀 300 · 📦 4.8K):

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

  • PyPi (📥 9.3M / month · 📦 340 · ⏱️ 29.07.2026):

    pip install pyinstrument

  • Conda (📥 1.5M · ⏱️ 04.09.2026):

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

  • GitHub (👨‍💻 78 · 🔀 460 · 📦 24):

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

  • PyPi (📥 11M / month · 📦 210 · ⏱️ 07.08.2026):

    pip install memray

  • Conda (📥 850K · ⏱️ 25.10.2026):

    conda install -c conda-forge memray
Scalene (🥈27 · ⭐ 14K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2

  • GitHub (👨‍💻 66 · 🔀 440 · 📦 1.1K):

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

  • PyPi (📥 350K / month · 📦 100 · ⏱️ 23.10.2026):

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

  • GitHub (👨‍💻 110 · 🔀 390):

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

  • PyPi (📥 4.4M / month · 📦 460 · ⏱️ 15.11.2022):

    pip install memory_profiler

  • Conda (📥 5.6M · ⏱️ 04.12.2025):

    conda install -c conda-forge memory_profiler
memory_profiler (🥈25 · ⭐ 4.5K · 💤) - Monitor Memory usage of Python code. BSD-3

  • GitHub (👨‍💻 62 · 🔀 390):

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

  • PyPi (📥 4.4M / month · 📦 460 · ⏱️ 15.11.2022):

    pip install memory_profiler

  • Conda (📥 5.6M · ⏱️ 04.12.2025):

    conda install -c conda-forge memory_profiler
Yappi (🥈25 · ⭐ 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT

  • GitHub (👨‍💻 35 · 🔀 82 · 📦 1.8K):

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

  • PyPi (📥 3.2M / month · 📦 89 · ⏱️ 17.03.2026):

    pip install yappi

  • Conda (📥 460K · ⏱️ 07.09.2026):

    conda install -c conda-forge yappi
pympler (🥉24 · ⭐ 1.4K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2

  • GitHub (👨‍💻 31 · 🔀 93):

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

  • PyPi (📥 5.7M / month · 📦 260 · ⏱️ 28.06.2024):

    pip install pympler

  • Conda (📥 950K · ⏱️ 15.07.2026):

    conda install -c conda-forge pympler
Bpytop (🥉23 · ⭐ 8.2K) - Linux/OSX/FreeBSD resource monitor. Apache-2

  • GitHub (👨‍💻 36 · 🔀 320 · 📦 250):

    git clone https://github.com/aristocratos/bpytop

  • PyPi (📥 3.7K / month · 📦 1 · ⏱️ 22.12.2021):

    pip install bpytop

  • Conda (📥 31K · ⏱️ 06.10.2026):

    conda install -c conda-forge bpytop
Show 8 hidden projects...
  • Glances (🥈27 · ⭐ 34K) - Glances an Eye on your system. A top/htop alternative for.. ❗Unlicensed
  • line_profiler (🥉23 · ⭐ 3.3K · 📉) - Line-by-line profiling for Python. ❗Unlicensed
  • Diamond (🥉22 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. MIT
  • vprof (🥉19 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2
  • heartrate (🥉18 · ⭐ 1.5K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
  • Profiling (🥉17 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
  • pyheat (🥉17 · ⭐ 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

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executing (🥇30 · ⭐ 400) - Get information about what a Python frame is currently doing,.. MIT

  • GitHub (👨‍💻 15 · 🔀 41 · 📦 350K):

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

  • PyPi (📥 100M / month · 📦 950 · ⏱️ 10.10.2026):

    pip install executing

  • Conda (📥 34M · ⏱️ 13.10.2026):

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

  • GitHub (👨‍💻 13 · 🔀 38 · 📦 220K):

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

  • PyPi (📥 12M / month · 📦 530 · ⏱️ 29.11.2025):

    pip install gast

  • Conda (📥 5.1M · ⏱️ 30.11.2025):

    conda install -c conda-forge gast
asteval (🥉24 · ⭐ 220) - Safe, minimalistic evaluator of python expression using ast module. MIT

  • GitHub (👨‍💻 28 · 🔀 53):

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

  • PyPi (📥 5.3M / month · 📦 250 · ⏱️ 21.08.2026):

    pip install asteval

  • Conda (📥 1.2M · ⏱️ 22.08.2026):

    conda install -c conda-forge asteval
Show 3 hidden projects...
  • astunparse (🥈26 · ⭐ 220 · 💀) - An AST unparser for Python. BSD-3
  • typed_ast (🥈25 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses # type:.. Apache-2
  • astor (🥉23 · ⭐ 860 · 💀) - Python AST read/write. BSD-3

Others

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pre-commit (🥇34 · ⭐ 16K) - A framework for managing and maintaining multi-language pre-commit.. MIT

  • GitHub (👨‍💻 170 · 🔀 1K · 📦 300K):

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

  • PyPi (📥 150M / month · 📦 40K · ⏱️ 12.10.2026):

    pip install pre-commit

  • Conda (📥 12M · ⏱️ 13.10.2026):

    conda install -c conda-forge pre-commit

Related Resources

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License

CC0

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