Best-of Python Developer Tools
π A ranked list of awesome python developer tools and libraries. Updated weekly.
This curated list contains 270 awesome open-source projects with a total of 1.1M stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
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ContentsΒ€
- Linters & Style Checkers 41 projects
- Type checkers 5 projects
- Code Formatters 7 projects
- Code Refactoring 18 projects
- Code Security 8 projects
- Virtual Environments 10 projects
- Dependency & Package Managers 11 projects
- Code Metrics & Complexity 6 projects
- Logging 21 projects
- Shell 2 projects
- Documentation 28 projects
- Debugging Tools 13 projects
- Testing Tools 43 projects
- Code Packaging 16 projects
- Build Tools 14 projects
- System Monitoring & Profiling 18 projects
- AST Tools 6 projects
- Others 1 projects
ExplanationΒ€
- π₯π₯π₯ Combined project-quality score
- βοΈ Star count from GitHub
- π£ New project (less than 6 months old)
- π€ Inactive project (6 months no activity)
- π Dead project (12 months no activity)
- ππ Project is trending up or down
- β Project was recently added
- βοΈ Warning (e.g. missing/risky license)
- π¨βπ» Contributors count from GitHub
- π Fork count from GitHub
- π Issue count from GitHub
- β±οΈ Last update timestamp on package manager
- π₯ Download count from package manager
- π¦ Number of dependent projects
Flake8 related project
Pytest related projectPylint related project
Sphinx related project
MkDocs related project
Linters & Style CheckersΒ€
ruff (π₯36 Β· β 50K) - An extremely fast Python linter and code formatter, written in Rust. MIT
- [GitHub]() (π¨βπ» 1K Β· π 2.6K Β· π¦ 260K):
- [PyPi](https://pypi.org/project/ruff) (π₯ 300M / month Β· π¦ 100K Β· β±οΈ 27.10.2026):
- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 10M Β· β±οΈ 27.10.2026):
flake8 (π₯34 Β· β 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 180 Β· π 360 Β· π¦ 700K):
- [PyPi](https://pypi.org/project/flake8) (π₯ 40M / month Β· π¦ 45K Β· β±οΈ 28.10.2026):
- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 12M Β· β±οΈ 29.10.2026):
pylint (π₯33 Β· β 5.7K) - python code static checker. βοΈGPL-2.0
- [GitHub]() (π¨βπ» 730 Β· π 1.4K Β· π¦ 500K):
- [PyPi](https://pypi.org/project/pylint) (π₯ 38M / month Β· π¦ 14K Β· β±οΈ 11.10.2026):
- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 9.2M Β· β±οΈ 11.10.2026):
pyflakes (π₯32 Β· β 1.5K) - A simple program which checks Python source files for errors. MIT
- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 88 Β· π 200 Β· π¦ 340K):
- [PyPi](https://pypi.org/project/pyflakes) (π₯ 47M / month Β· π¦ 1.7K Β· β±οΈ 28.10.2026):
- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 12M Β· β±οΈ 28.10.2026):
beartype (π₯30 Β· β 3.5K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT
- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 38 Β· π 92 Β· π¦ 16K):
- [PyPi](https://pypi.org/project/beartype) (π₯ 70M / month Β· π¦ 1.4K Β· β±οΈ 11.10.2026):
- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 980K Β· β±οΈ 18.10.2026):
parso (π₯30 Β· β 670) - A Python Parser. MIT
- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 55 Β· π 120 Β· π¦ 610K):
- [PyPi](https://pypi.org/project/parso) (π₯ 96M / month Β· π¦ 1.2K Β· β±οΈ 01.05.2026):
- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 43M Β· β±οΈ 02.05.2026):
wemake-python-styleguide (π₯29 Β· β 2.9K) - The strictest and most opinionated python linter ever!. MIT
- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 240 Β· π 430 Β· π¦ 18K):
- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 420K / month Β· π¦ 130 Β· β±οΈ 12.09.2026):
pycodestyle (π₯28 Β· β 5.2K) - Simple Python style checker in one Python file. MIT
- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 140 Β· π 760):
- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 57M / month Β· π¦ 2.5K Β· β±οΈ 22.09.2026):
- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 12M Β· β±οΈ 23.09.2026):
flake8-bugbear (π₯28 Β· β 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 100 Β· π 130 Β· π¦ 43K):
- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 2.8M / month Β· π¦ 1.8K Β· β±οΈ 27.10.2026):
- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 950K Β· β±οΈ 27.10.2026):
hacking (π₯25 Β· β 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 
- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 65 Β· π¦ 8K):
- [PyPi](https://pypi.org/project/hacking) (π₯ 94K / month Β· π¦ 110 Β· β±οΈ 11.06.2026):
flake8-isort (π₯25 Β· β 180 Β· π€) - flake8 plugin that integrates isort. βοΈGPL-2.0 
- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 40 Β· π 200 Β· π¦ 29K):
- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1M / month Β· π¦ 630 Β· β±οΈ 25.10.2025):
- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 110K Β· β±οΈ 25.10.2025):
mypy-protobuf (π₯24 Β· β 710) - Generate mypy stub files from protobuf specs. Apache-2
- [GitHub]() (π¨βπ» 41 Β· π 81 Β· π¦ 4.9K):
- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 7M / month Β· π¦ 300 Β· β±οΈ 28.04.2026):
- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 210K Β· β±οΈ 28.04.2026):
pylint-django (π₯24 Β· β 620) - A Pylint plugin to help Pylint understand the Django.. βοΈGPL-3.0 
- [GitHub]() (π¨βπ» 73 Β· π 120 Β· π¦ 33K):
- [PyPi](https://pypi.org/project/pylint-django) (π₯ 2M / month Β· π¦ 180 Β· β±οΈ 11.07.2026):
- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 580K Β· β±οΈ 11.07.2026):
check-manifest (π₯24 Β· β 290 Β· π€) - Tool to check the completeness of MANIFEST.in for Python.. MIT
- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 23 Β· π 37 Β· π¦ 12K):
- [PyPi](https://pypi.org/project/check-manifest) (π₯ 490K / month Β· π¦ 5K Β· β±οΈ 15.10.2025):
- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 240K Β· β±οΈ 15.10.2025):
flake8-commas (π₯22 Β· β 130 Β· π€) - Flake8 extension for enforcing trailing commas in python. MIT 
- [GitHub](https://github.com/PyCQA/flake8-commas) (π¨βπ» 15 Β· π 30 Β· π¦ 19K):
- [PyPi](https://pypi.org/project/flake8-commas) (π₯ 430K / month Β· π¦ 220 Β· β±οΈ 16.05.2024):
flake8-builtins (π₯22 Β· β 120 Β· π€) - Check for python builtins being used as variables or.. βοΈGPL-2.0 
- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 21 Β· π 25 Β· π¦ 12K):
- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 590K / month Β· π¦ 590 Β· β±οΈ 25.10.2025):
- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 790K Β· β±οΈ 27.10.2025):
flake8-import-order (π₯21 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0 
- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 50 Β· π 73):
- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 1.5M / month Β· π¦ 650 Β· β±οΈ 24.06.2025):
- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 680K Β· β±οΈ 26.06.2025):
flake8-simplify (π₯21 Β· β 190) - A flake8 plugin that helps you to simplify code. MIT
- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 16 Β· π 22):
- [PyPi](https://pypi.org/project/flake8-simplify) (π₯ 280K / month Β· π¦ 160 Β· β±οΈ 06.10.2026):
- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 80K Β· β±οΈ 07.10.2026):
flake8-black (π₯21 Β· β 160 Β· π€) - flake8 plugin to run black for checking Python coding style. MIT 
- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 11 Β· π 11 Β· π¦ 8.8K):
- [PyPi](https://pypi.org/project/flake8-black) (π₯ 420K / month Β· π¦ 540 Β· β±οΈ 21.09.2025):
- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 500K Β· β±οΈ 22.09.2025):
nitpick (π₯19 Β· β 410 Β· π€) - Enforce the same settings on multiple projects. MIT 
- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 18 Β· π 24 Β· π¦ 1.4K):
- [PyPi](https://pypi.org/project/nitpick) (π₯ 7.9K / month Β· π¦ 26 Β· β±οΈ 30.11.2025):
lintlang (π₯14 Β· β 140) - Static analysis for AI agent configs, tool descriptions, and system.. Apache-2
- [GitHub](https://github.com/hermes-labs-ai/lintlang) (π¨βπ» 11 Β· π 14):
- [PyPi](https://pypi.org/project/lintlang) (π₯ 2.1K / month Β· β±οΈ 20.10.2026):
Show 20 hidden projects...
- pydocstyle (π₯31 Β· β 1.1K Β· π) - docstring style checker.MIT
- pep8-naming (π₯25 Β· β 530 Β· π) - Naming Convention checker for Python. βοΈSaxpath
- darglint (π₯25 Β· β 480 Β· π) - A python documentation linter which checks that the docstring.. MIT
- flake8-quotes (π₯25 Β· β 180 Β· π) - Flake8 extension for checking quotes in python. MIT 
- flake8-comprehensions (π₯24 Β· β 470 Β· π) - A flake8 plugin to help you write better.. MIT 
- data-science-types (π₯24 Β· β 210 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
- pylama (π₯23 Β· β 1K Β· π) - Code audit tool for python. MIT
- flake8-eradicate (π₯23 Β· β 310 Β· π) - Flake8 plugin to find commented out or dead code. MIT 
- coala (π₯21 Β· β 3.6K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
- flake8-bandit (π₯20 Β· β 110 Β· π) - Automated security testing using bandit and flake8. MIT 
- Fixit (π₯19 Β· β 690 Β· π€) - Advanced Python linting framework with auto-fixes and.. βUnlicensed
- pandas-vet (π₯18 Β· β 170 Β· π) - A plugin for Flake8 that checks pandas code. MIT 
- flake8-mypy (π₯18 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy. MIT 
- pylint-flask (π₯18 Β· β 64 Β· π) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0 
- pycycle (π₯17 Β· β 340 Β· π) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
- flakehell (π₯17 Β· β 230 Β· π) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT 
- bellybutton (π₯15 Β· β 270 Β· π) - Custom Python linting through AST expressions. MIT
- imhotep (π₯14 Β· β 220 Β· π) - A static-analysis bot for Github. MIT
- yala (π₯14 Β· β 14 Β· π) - Yet Another Linter Aggregator. MIT 

- linty_fresh (π₯12 Β· β 180 Β· π) - Surface lint errors during code review. Apache-2 
mypy
Type checkersΒ€
pyre-check (π₯31 Β· β 7.2K) - Performant type-checking for python. MIT
- [GitHub](https://github.com/meta/pyre-check) (π¨βπ» 310 Β· π 450 Β· π¦ 24 Β· π 480 - 34% open Β· β±οΈ 26.06.2026):
- [PyPi](https://pypi.org/project/pyre-check) (π₯ 200K / month Β· π¦ 110 Β· β±οΈ 06.08.2026):
pyright (π₯30 Β· β 16K Β· π) - Static Type Checker for Python. MIT
- [GitHub](https://github.com/Microsoft/pyright) (π¨βπ» 170 Β· π 1.8K Β· π¦ 1.9K):
- [npm](https://www.npmjs.com/package/pyright) (π₯ 3.2M / month Β· π¦ 130 Β· β±οΈ 09.09.2026):
pytype (π₯30 Β· β 5K Β· π€) - A static type analyzer for Python code. Apache-2
- [GitHub](https://github.com/google/pytype) (π¨βπ» 110 Β· π 290 Β· π 950 - 21% open Β· β±οΈ 23.01.2026):
- [PyPi](https://pypi.org/project/pytype) (π₯ 930K / month Β· π¦ 230 Β· β±οΈ 11.10.2024):
- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 680K Β· β±οΈ 22.04.2025):
Show 2 hidden projects...
- mypy (π₯34 Β· β 21K) - Optional static typing for Python.βUnlicensed
- typeguard (π₯27 Β· β 1.8K) - Run-time type checker for Python. βUnlicensed
Code FormattersΒ€
black (π₯36 Β· β 42K) - The uncompromising Python code formatter. MIT
- [GitHub](https://github.com/psf/black) (π¨βπ» 600 Β· π 2.9K Β· π¦ 700K):
- [PyPi](https://pypi.org/project/black) (π₯ 110M / month Β· π¦ 67K Β· β±οΈ 10.10.2026):
- [Conda](https://anaconda.org/conda-forge/black) (π₯ 20M Β· β±οΈ 26.10.2026):
isort (π₯34 Β· β 7K) - A Python utility / library to sort imports. MIT
- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 380 Β· π 730 Β· π¦ 590K):
- [PyPi](https://pypi.org/project/isort) (π₯ 91M / month Β· π¦ 30K Β· β±οΈ 18.10.2026):
- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 11M Β· β±οΈ 28.09.2026):
yapf (π₯31 Β· β 14K Β· π€) - A formatter for Python files. Apache-2
- [GitHub](https://github.com/google/yapf) (π¨βπ» 160 Β· π 900 Β· π¦ 110K):
- [PyPi](https://pypi.org/project/yapf) (π₯ 5M / month Β· π¦ 1.3K Β· β±οΈ 14.11.2024):
- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 3.8M Β· β±οΈ 22.04.2025):
Show 4 hidden projects...
- autopep8 (π₯29 Β· β 4.6K Β· π) - A tool that automatically formats Python code to conform to the PEP..MIT
- docformatter (π₯21 Β· β 590) - Formats docstrings to follow PEP 257. βUnlicensed
- autoimport (π₯19 Β· β 100 Β· π) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
- pyformat (π₯16 Β· β 94 Β· π) - Formats Python code to follow a consistent style. βοΈSaxpath
Code RefactoringΒ€
jedi (π₯34 Β· β 6.2K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 190 Β· π 550 Β· π¦ 610K):
- [PyPi](https://pypi.org/project/jedi) (π₯ 96M / month Β· π¦ 1.8K Β· β±οΈ 12.10.2026):
- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 45M Β· β±οΈ 12.10.2026):
rope (π₯29 Β· β 2.2K) - a python refactoring library. βοΈLGPL-3.0
- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 90 Β· π 200 Β· π¦ 79K):
- [PyPi](https://pypi.org/project/rope) (π₯ 1.4M / month Β· π¦ 360 Β· β±οΈ 26.09.2026):
- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 2.8M Β· β±οΈ 26.09.2026):
vulture (π₯28 Β· β 4.9K) - Find dead Python code. MIT
- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 61 Β· π 210 Β· π¦ 8.4K):
- [PyPi](https://pypi.org/project/vulture) (π₯ 15M / month Β· π¦ 660 Β· β±οΈ 25.03.2026):
- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 290K Β· β±οΈ 26.03.2026):
pyupgrade (π₯26 Β· β 4.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 37 Β· π 230):
- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 1.6M / month Β· π¦ 690 Β· β±οΈ 09.10.2026):
- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 1.1M Β· β±οΈ 09.10.2026):
autoflake (π₯25 Β· β 950) - Removes unused imports and unused variables. MIT
- [GitHub]() (π¨βπ» 43 Β· π 94):
- [PyPi](https://pypi.org/project/autoflake) (π₯ 4.8M / month Β· π¦ 1.5K Β· β±οΈ 22.08.2026):
- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 710K Β· β±οΈ 22.08.2026):
add-trailing-comma (π₯18 Β· β 370 Β· π€) - A tool (and pre-commit hook) to automatically add.. MIT
- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 29):
- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 67K / month Β· π¦ 41 Β· β±οΈ 10.10.2025):
unimport (π₯18 Β· β 250) - The ultimate linter and formatter for removing unused import statements.. MIT
- [GitHub]() (π¨βπ» 17 Β· π 20 Β· π¦ 180):
- [PyPi](https://pypi.org/project/unimport) (π₯ 38K / month Β· π¦ 46 Β· β±οΈ 02.10.2026):
massedit (π₯16 Β· β 120 Β· π) - Programmatically edit text files with Python. Useful for source to.. MIT
- [GitHub](https://github.com/elmotec/massedit) (π¨βπ» 10 Β· π 14 Β· π¦ 54):
- [PyPi](https://pypi.org/project/massedit) (π₯ 770 / month Β· π¦ 3 Β· β±οΈ 28.10.2026):
Show 10 hidden projects...
- MonkeyType (π₯22 Β· β 4.9K Β· π) - A Python library that generates static type annotations by..BSD-3
- Bowler (π₯22 Β· β 1.6K Β· π) - Safe code refactoring for modern Python. MIT
- pyannotate (π₯21 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
- redbaron (π₯21 Β· β 720 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
- eradicate (π₯21 Β· β 220 Β· π€) - Removes commented-out code. βοΈSaxpath
- baron (π₯20 Β· β 300 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
- unify (π₯18 Β· β 94 Β· π) - Modifies strings to all use the same quote where possible. MIT
- com2ann (π₯17 Β· β 160 Β· π) - Tool for translation type comments to type annotations in Python. MIT
- retype (π₯13 Β· β 140 Β· π) - Re-apply type annotations from .pyi stubs to your codebase. MIT
- pep8ify (π₯13 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
Code SecurityΒ€
bandit (π₯30 Β· β 8.1K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 200 Β· π 780 Β· π¦ 70K):
- [PyPi](https://pypi.org/project/bandit) (π₯ 24M / month Β· π¦ 3.4K Β· β±οΈ 25.02.2026):
- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 790K Β· β±οΈ 25.02.2026):
safety (π₯29 Β· β 2K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 57 Β· π 210 Β· π¦ 21K):
- [PyPi](https://pypi.org/project/safety) (π₯ 3.2M / month Β· π¦ 1.4K Β· β±οΈ 29.05.2026):
- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 200K Β· β±οΈ 30.05.2026):
sqlmap (π₯24 Β· β 39K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 160 Β· π 6.4K Β· π¦ 24):
- [PyPi](https://pypi.org/project/sqlmap) (π₯ 41K / month Β· π¦ 14 Β· β±οΈ 05.10.2026):
dlint (π₯20 Β· β 180 Β· π) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 17 Β· π 18):
- [PyPi](https://pypi.org/project/dlint) (π₯ 60K / month Β· π¦ 110 Β· β±οΈ 20.10.2026):
- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 16K Β· β±οΈ 24.10.2026):
Show 4 hidden projects...
- pyarmor (π₯25 Β· β 5.2K) - A tool used to obfuscate python scripts, bind obfuscated scripts..βοΈSGI-B-2.0
- detect-secrets (π₯24 Β· β 4.2K Β· π) - An enterprise friendly way of detecting and preventing.. Apache-2
- dodgy (π₯19 Β· β 120 Β· π) - Dodgy: Searches for dodgy looking lines in Python code. MIT
- pyt (π₯16 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
Virtual EnvironmentsΒ€
virtualenv (π₯36 Β· β 5.1K) - Virtual Python Environment builder. MIT
- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 340 Β· π 1.1K Β· π¦ 520K):
- [PyPi](https://pypi.org/project/virtualenv) (π₯ 230M / month Β· π¦ 2.3K Β· β±οΈ 28.10.2026):
- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 26M Β· β±οΈ 28.10.2026):
pipenv (π₯34 Β· β 25K) - Python Development Workflow for Humans. MIT
- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 550 Β· π 1.9K Β· π¦ 170K):
- [PyPi](https://pypi.org/project/pipenv) (π₯ 8M / month Β· π¦ 260 Β· β±οΈ 28.10.2026):
- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 380K Β· β±οΈ 29.10.2026):
nodeenv (π₯32 Β· β 1.8K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
- [GitHub](https://github.com/ekalinin/nodeenv) (π¨βπ» 110 Β· π 220 Β· π¦ 160K):
- [PyPi](https://pypi.org/project/nodeenv) (π₯ 170M / month Β· π¦ 470 Β· β±οΈ 26.09.2026):
- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 11M Β· β±οΈ 24.10.2026):
Show 7 hidden projects...
- pyenv (π₯23 Β· β 41K Β· π) - Simple Python version management.MIT
- pyenv-virtualenv (π₯14 Β· β 6.3K Β· π) - a pyenv plugin to manage virtualenv (a.k.a. python-.. MIT
- vex (π₯14 Β· β 350 Β· π) - Run a command in the named virtualenv. MIT
- pyenv-installer (π₯12 Β· β 3.9K Β· π) - This tool is used to install `pyenv` and friends. MIT
- dh-virtualenv (π₯11 Β· β 1.6K Β· π) - Python virtualenvs in Debian packages. βοΈGPL-2.0
- freshenv (π₯11 Β· β 150 Β· π) - Provision, share, manage local and cloud developer environments. MPL-2.0
- pipenv-pipes (π₯10 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
Dependency & Package ManagersΒ€
pip (π₯36 Β· β 10K) - The Python package installer. MIT
- [GitHub](https://github.com/pypa/pip) (π¨βπ» 910 Β· π 3.4K Β· π¦ 260K):
- [PyPi](https://pypi.org/project/pip) (π₯ 410M / month Β· π¦ 6.4K Β· β±οΈ 20.10.2026):
- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 270M Β· β±οΈ 20.10.2026):
poetry (π₯32 Β· β 34K) - Python packaging and dependency management made easy. MIT
- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 690 Β· π 2.5K):
- [PyPi](https://pypi.org/project/poetry) (π₯ 40M / month Β· π¦ 940 Β· β±οΈ 20.09.2026):
- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 8.6M Β· β±οΈ 23.09.2026):
pipx (π₯31 Β· β 13K) - Install and Run Python Applications in Isolated Environments. MIT
- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 250 Β· π 630 Β· π¦ 5K):
- [PyPi](https://pypi.org/project/pipx) (π₯ 3.6M / month Β· π¦ 120 Β· β±οΈ 29.10.2026):
- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 290K Β· β±οΈ 18.10.2026):
pip-tools (π₯31 Β· β 8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 230 Β· π 680 Β· π¦ 39K):
- [PyPi](https://pypi.org/project/pip-tools) (π₯ 12M / month Β· π¦ 3.2K Β· β±οΈ 07.10.2026):
- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 410K Β· β±οΈ 07.10.2026):
conda (π₯30 Β· β 7.5K) - A system-level, binary package and environment manager running on all.. BSD-3
- [GitHub](https://github.com/conda/conda) (π¨βπ» 510 Β· π 2.2K Β· π¦ 52K):
- [PyPi](https://pypi.org/project/conda) (π₯ 8.5K / month Β· π¦ 83 Β· β±οΈ 22.04.2017):
- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 85M Β· β±οΈ 21.10.2026):
PDM (π₯29 Β· β 8.7K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 290 Β· π 510 Β· π¦ 650):
- [PyPi](https://pypi.org/project/pdm) (π₯ 2.5M / month Β· π¦ 240 Β· β±οΈ 27.10.2026):
- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 2M Β· β±οΈ 19.10.2026):
pipreqs (π₯27 Β· β 7.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 76 Β· π 420 Β· π¦ 41K):
- [PyPi](https://pypi.org/project/pipreqs) (π₯ 620K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 130K Β· β±οΈ 20.06.2026):
mamba (π₯21 Β· β 8.1K) - The Fast Cross-Platform Package Manager. BSD-3
- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 190 Β· π 450):
- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 30M Β· β±οΈ 29.10.2026):
pyflow (π₯18 Β· β 1.3K Β· π€) - An installation and dependency system for Python. MIT
- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 30 Β· π 48 Β· π¦ 44):
- [PyPi](https://pypi.org/project/pyflow) (π₯ 260 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
Show 2 hidden projects...
- dephell (π₯20 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,..MIT
- pip-run (π₯15 Β· β 140 Β· π) - pip-run - dynamic dependency loader for Python. βUnlicensed
Code Metrics & ComplexityΒ€
mccabe (π₯28 Β· β 680 Β· π) - McCabe complexity checker for Python. βοΈSaxpath
- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 25 Β· π 63 Β· π¦ 530K):
- [PyPi](https://pypi.org/project/mccabe) (π₯ 68M / month Β· π¦ 930 Β· β±οΈ 24.01.2022):
- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 13M Β· β±οΈ 22.04.2025):
prospector (π₯25 Β· β 2.1K) - Prospector is a tool to analyse Python code by aggregating the.. βοΈGPL-2.0
- [GitHub]() (π¨βπ» 100 Β· π 180 Β· π¦ 5.6K):
- [PyPi](https://pypi.org/project/prospector) (π₯ 290K / month Β· π¦ 320 Β· β±οΈ 26.10.2026):
- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 270K Β· β±οΈ 26.10.2026):
wily (π₯22 Β· β 1.3K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 26 Β· π 67 Β· π¦ 310):
- [PyPi](https://pypi.org/project/wily) (π₯ 84K / month Β· π¦ 14 Β· β±οΈ 26.04.2026):
Show 3 hidden projects...
- radon (π₯26 Β· β 1.9K Β· π) - Various code metrics for Python code.MIT
- xenon (π₯20 Β· β 81 Β· π) - Monitoring tool based on radon. MIT
- cohesion (π₯15 Β· β 250 Β· π) - A tool for measuring Python class cohesion. βοΈGPL-3.0
LoggingΒ€
tqdm (π₯37 Β· β 31K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 150 Β· π 1.9K Β· π¦ 1.2M):
- [PyPi](https://pypi.org/project/tqdm) (π₯ 410M / month Β· π¦ 60K Β· β±οΈ 11.09.2026):
- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 62M Β· β±οΈ 12.09.2026):
- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 10K Β· β 3 Β· β±οΈ 24.10.2026):
rich (π₯35 Β· β 58K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 290 Β· π 2.4K Β· π¦ 580K):
- [PyPi](https://pypi.org/project/rich) (π₯ 450M / month Β· π¦ 44K Β· β±οΈ 12.04.2026):
- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 30M Β· β±οΈ 12.04.2026):
loguru (π₯32 Β· β 24K) - Python logging made (stupidly) simple. MIT
- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 82 Β· π 810 Β· π¦ 160K):
- [PyPi](https://pypi.org/project/loguru) (π₯ 66M / month Β· π¦ 16K Β· β±οΈ 06.12.2024):
- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 5.5M Β· β±οΈ 16.01.2026):
structlog (π₯31 Β· β 5K) - Simple, powerful, and fast logging for Python. Apache-2
- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 140 Β· π 300 Β· π¦ 40K):
- [PyPi](https://pypi.org/project/structlog) (π₯ 95M / month Β· π¦ 5K Β· β±οΈ 06.06.2026):
- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 1.9M Β· β±οΈ 06.06.2026):
sentry-sdk (π₯30 Β· β 2.2K) - The official Python SDK for Sentry.io. MIT
- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 360 Β· π 700):
- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 130M / month Β· π¦ 2.1K Β· β±οΈ 27.10.2026):
- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 2.2M Β· β±οΈ 22.10.2026):
colorlog (π₯29 Β· β 970) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 37 Β· π 99 Β· π¦ 70K):
- [PyPi](https://pypi.org/project/colorlog) (π₯ 44M / month Β· π¦ 3.2K Β· β±οΈ 23.07.2026):
- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 8.4M Β· β±οΈ 27.09.2026):
tabulate (π₯28 Β· β 2.6K Β· π€) - Pretty-print tabular data in Python, a library and a command-line.. MIT
- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 110 Β· π 230):
- [PyPi](https://pypi.org/project/tabulate) (π₯ 150M / month Β· π¦ 12K Β· β±οΈ 04.03.2026):
- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 15M Β· β±οΈ 05.03.2026):
python-coloredlogs (π₯28 Β· β 550) - Colored terminal output for Pythons logging module. MIT
- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 17 Β· π 45 Β· π¦ 89K):
- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 36M / month Β· π¦ 1.9K Β· β±οΈ 11.06.2021):
- [Conda](https://anaconda.org/anaconda/coloredlogs) (π₯ 27K Β· β±οΈ 21.10.2026):
progressbar2 (π₯27 Β· β 880) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 170 Β· π 110):
- [PyPi](https://pypi.org/project/progressbar2) (π₯ 19M / month Β· π¦ 1.1K Β· β±οΈ 14.08.2026):
- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 6.3M Β· β±οΈ 14.08.2026):
alive-progress (π₯25 Β· β 5.9K Β· π€) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 11 Β· π 210 Β· π¦ 5.3K):
- [PyPi](https://pypi.org/project/alive-progress) (π₯ 2.5M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 420K Β· β±οΈ 08.03.2026):
notifiers (π₯25 Β· β 2.7K) - The easy way to send notifications. MIT
- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 28 Β· π 110 Β· π¦ 1.4K):
- [PyPi](https://pypi.org/project/notifiers) (π₯ 340K / month Β· π¦ 43 Β· β±οΈ 10.10.2026):
- [Conda](https://anaconda.org/conda-forge/notifiers) (π₯ 76K Β· β±οΈ 17.10.2026):
better-exceptions (π₯24 Β· β 4.7K) - Pretty and useful exceptions in Python, automatically. MIT
- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 20 Β· π 220 Β· π 86 - 39% open Β· β±οΈ 08.10.2026):
- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 370K / month Β· π¦ 100 Β· β±οΈ 29.01.2021):
python-devtools (π₯22 Β· β 1.1K) - Dev tools for python. MIT
- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 15 Β· π 52 Β· π¦ 9.3K):
- [PyPi](https://pypi.org/project/python-devtools) (π₯ 14K / month Β· π¦ 2 Β· β±οΈ 21.08.2017):
- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 64K Β· β±οΈ 22.04.2025):
rebound (π₯21 Β· β 4.1K) - Command-line tool that instantly fetches Stack Overflow results.. βοΈGPL-3.0
- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 380):
- [PyPi](https://pypi.org/project/rebound) (π₯ 29K / month Β· π¦ 67 Β· β±οΈ 05.10.2026):
- [Conda](https://anaconda.org/conda-forge/rebound) (π₯ 1.4M Β· β±οΈ 10.07.2026):
stackprinter (π₯21 Β· β 1.3K) - Debugging-friendly exceptions for Python. MIT
- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 9 Β· π 42 Β· π¦ 460):
- [PyPi](https://pypi.org/project/stackprinter) (π₯ 340K / month Β· π¦ 54 Β· β±οΈ 17.04.2026):
- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 24K Β· β±οΈ 20.04.2026):
Show 6 hidden projects...
- python-json-logger (π₯31 Β· β 1.8K Β· π) - Json Formatter for the standard python logger.BSD-2
- prettytable (π₯28 Β· β 1.7K) - A simple Python library for easily displaying tabular data.. βUnlicensed
- logbook (π₯27 Β· β 1.5K) - A cool logging replacement for Python. βUnlicensed
- wasabi (π₯24 Β· β 460 Β· π) - A lightweight console printing and formatting toolkit. MIT
- PrettyErrors (π₯20 Β· β 2.9K Β· π) - Prettify Python exception output to make it legible. MIT
- tbvaccine (π₯15 Β· β 300 Β· π) - A small utility to pretty-print Python tracebacks. MIT
ShellΒ€
Show 2 hidden projects...
- xonsh (π₯27 Β· β 9.7K) - Python-powered shell. Full-featured, cross-platform and AI-..βοΈBSD-1-Clause
- xxh (π₯15 Β· β 5.8K Β· π) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
DocumentationΒ€
mkdocs-material (π₯34 Β· β 28K) - Documentation that simply works. MIT 
- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 330 Β· π 4.2K Β· π¦ 97K):
- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 12M / month Β· π¦ 17K Β· β±οΈ 24.10.2026):
- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 1.3M Β· β±οΈ 24.10.2026):
mkdocs (π₯33 Β· β 22K) - Project documentation with Markdown. BSD-2 
- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 260 Β· π 2.6K Β· π¦ 110K):
- [PyPi](https://pypi.org/project/mkdocs) (π₯ 13M / month Β· π¦ 14K Β· β±οΈ 15.09.2026):
- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 1.4M Β· β±οΈ 23.10.2026):
sphinx_rtd_theme (π₯29 Β· β 5K) - Sphinx theme from Read the Docs. MIT 
- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.8K Β· π¦ 16):
- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 6.1M / month Β· π¦ 20K Β· β±οΈ 12.01.2026):
- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 5.6M Β· β±οΈ 29.07.2026):
mkdocstrings (π₯29 Β· β 2.1K) - Automatic documentation from sources, for MkDocs. ISC 
- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 56 Β· π 130 Β· π¦ 32K):
- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 5.8M / month Β· π¦ 2.2K Β· β±οΈ 19.10.2026):
- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 460K Β· β±οΈ 21.10.2026):
Griffe (π₯28 Β· β 700) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 54 Β· π 79 Β· π¦ 19K):
- [PyPi](https://pypi.org/project/griffe) (π₯ 22M / month Β· π¦ 800 Β· β±οΈ 22.10.2026):
- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 1.2M Β· β±οΈ 22.10.2026):
breathe (π₯27 Β· β 820) - Sphinx Doxygen renderer. BSD-3
- [GitHub]() (π¨βπ» 120 Β· π 210 Β· π¦ 21K):
- [PyPi](https://pypi.org/project/breathe) (π₯ 750K / month Β· π¦ 220 Β· β±οΈ 02.10.2026):
- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 1.5M Β· β±οΈ 02.10.2026):
sphinx-autodoc-typehints (π₯27 Β· β 590) - Type hints support for the Sphinx autodoc extension. MIT 
- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 72 Β· π 120 Β· π¦ 62K):
- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 2.3M / month Β· π¦ 8K Β· β±οΈ 27.10.2026):
- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 1.2M Β· β±οΈ 28.10.2026):
pdoc3 (π₯24 Β· β 1.2K) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 69 Β· π 140 Β· π¦ 5.3K):
- [PyPi](https://pypi.org/project/pdoc3) (π₯ 170K / month Β· π¦ 490 Β· β±οΈ 20.03.2025):
- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 3.3K Β· β±οΈ 14.09.2026):
sphinx-autobuild (π₯24 Β· β 600 Β· π€) - Rebuild Sphinx documentation on changes, with hot.. MIT 
- [GitHub]() (π¨βπ» 37 Β· π 94 Β· π¦ 34K):
- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 1.7M / month Β· π¦ 2.3K Β· β±οΈ 25.08.2025):
- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 610K Β· β±οΈ 04.11.2025):
sphinx-markdown-builder (π₯24 Β· β 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT 
- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 19 Β· π 60 Β· π¦ 1.8K):
- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 480K / month Β· π¦ 270 Β· β±οΈ 16.08.2026):
interrogate (π₯23 Β· β 660 Β· π€) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 17 Β· π 49 Β· π¦ 9.7K):
- [PyPi](https://pypi.org/project/interrogate) (π₯ 1.3M / month Β· π¦ 390 Β· β±οΈ 07.04.2024):
mkdocs-print-site-plugin (π₯21 Β· β 190) - MkDocs Plugin that adds an additional page that.. MIT 
- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 17 Β· π 29 Β· π¦ 640):
- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 150K / month Β· π¦ 45 Β· β±οΈ 08.09.2026):
mkdocs-pdf-export-plugin (π₯20 Β· β 350 Β· π€) - An MkDocs plugin to export content pages as PDF files. MIT 
- [GitHub](https://github.com/zhaoterryy/mkdocs-pdf-export-plugin) (π¨βπ» 12 Β· π 39 Β· π¦ 1.5K):
- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 28K / month Β· π¦ 18 Β· β±οΈ 05.10.2021):
lazydocs (π₯19 Β· β 240 Β· π) - Generate markdown API documentation from Google-style Python.. MIT
- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 13 Β· π 43 Β· π¦ 430):
- [PyPi](https://pypi.org/project/lazydocs) (π₯ 34K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
Show 14 hidden projects...
- sphinx (π₯32 Β· β 8.1K Β· π) - The Sphinx documentation generator.βUnlicensed 
- alabaster (π₯27 Β· β 770 Β· π) - A light, configurable Sphinx theme. BSD-3 
- pdoc (π₯25 Β· β 2.4K Β· π€) - API Documentation for Python Projects. βοΈMIT-0
- numpydoc (π₯25 Β· β 360) - Numpys Sphinx extensions. βUnlicensed 
- sphinx-bootstrap-theme (π₯22 Β· β 590 Β· π) - Sphinx Bootstrap Theme. MIT 
- blacken-docs (π₯21 Β· β 670 Β· π) - Run Black on Python code blocks in documentation files. MIT
- mkdocs-with-pdf (π₯21 Β· β 360 Β· π) - Generate a single PDF file from MkDocs repository. MIT 
- pytkdocs (π₯21 Β· β 54 Β· π) - Load Python objects documentation. ISC
- mkdocs-awesome-pages-plugin (π₯20 Β· β 620 Β· π) - An MkDocs plugin that simplifies configuring page.. MIT 
- portray (π₯19 Β· β 860 Β· π) - Your Project with Great Documentation. MIT
- pycco (π₯19 Β· β 840 Β· π) - Literate-style documentation generator. MIT
- releases (π₯19 Β· β 180 Β· π) - A powerful Sphinx changelog-generating extension. BSD-2 
- mkdocs-git-revision-date-plugin (π₯19 Β· β 61 Β· π) - MkDocs plugin for setting revision date from git per.. MIT 
- mkdocs-versioning (π₯16 Β· β 40 Β· π) - A tool that allows for versioning sites built with.. MIT 
Debugging ToolsΒ€
pyelftools (π₯27 Β· β 2.3K) - Parsing ELF and DWARF in Python. Unlicense
- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 120 Β· π 550 Β· π¦ 13K):
- [PyPi](https://pypi.org/project/pyelftools) (π₯ 11M / month Β· π¦ 360 Β· β±οΈ 29.05.2026):
- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 2.2M Β· β±οΈ 29.05.2026):
PySnooper (π₯26 Β· β 16K) - Never use print for debugging again. MIT
- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 30 Β· π 950 Β· π¦ 2.2K):
- [PyPi](https://pypi.org/project/pysnooper) (π₯ 440K / month Β· π¦ 67 Β· β±οΈ 31.05.2025):
- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 160K Β· β±οΈ 09.10.2026):
icecream (π₯25 Β· β 10K) - Never use print() to debug again. MIT
- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 40 Β· π 220 Β· π¦ 24):
- [PyPi](https://pypi.org/project/icecream) (π₯ 1.3M / month Β· π¦ 600 Β· β±οΈ 03.04.2026):
- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 120K Β· β±οΈ 04.04.2026):
pdbpp (π₯23 Β· β 1.4K Β· π€) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 74):
- [PyPi](https://pypi.org/project/pdbpp) (π₯ 1.2M / month Β· π¦ 640 Β· β±οΈ 23.02.2026):
- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 410K Β· β±οΈ 23.02.2026):
snoop (π₯22 Β· β 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT
- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 23 Β· π 43):
- [PyPi](https://pypi.org/project/snoop) (π₯ 110K / month Β· π¦ 54 Β· β±οΈ 18.07.2026):
- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 22K Β· β±οΈ 22.04.2025):
python-hunter (π₯19 Β· β 870 Β· π€) - Hunter is a flexible code tracing toolkit. BSD-2
- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 10 Β· π 51):
- [PyPi](https://pypi.org/project/hunter) (π₯ 460K / month Β· π¦ 17 Β· β±οΈ 22.08.2025):
- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 260K Β· β±οΈ 03.11.2025):
Show 7 hidden projects...
- ipdb (π₯27 Β· β 1.8K Β· π) - Integration of IPython pdb.BSD-3
- pudb (π₯25 Β· β 3.3K) - Full-screen console debugger for Python. βUnlicensed
- gdbgui (π₯21 Β· β 10K Β· π) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
- pyrasite (π₯18 Β· β 1.8K Β· π) - Inject code into running Python processes. βοΈGPL-3.0
- python-manhole (π₯18 Β· β 400 Β· π) - Debugging manhole for python applications. BSD-2
- Birdseye (π₯16 Β· β 1.7K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
- reloadium (π₯15 Β· β 3K Β· π) - Hot Reloading and Profiling for Python. Apache-2
Testing ToolsΒ€
π best-of-web-python - Testing ( β 2.6K Β· π€) - Testing libraries & tools for python web frameworks.
π unittest - Unittest is a test framework included in the Python standard library.
pytest (π₯39 Β· β 15K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 1.2K Β· π 3.6K Β· π¦ 1.9M):
- [PyPi](https://pypi.org/project/pytest) (π₯ 760M / month Β· π¦ 260K Β· β±οΈ 27.10.2026):
- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 62M Β· β±οΈ 28.10.2026):
playwright-python (π₯33 Β· β 15K) - Python version of the Playwright testing and automation.. Apache-2
- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 68 Β· π 1.2K Β· π¦ 66K):
- [PyPi](https://pypi.org/project/playwright) (π₯ 97M / month Β· π¦ 9.4K Β· β±οΈ 22.10.2026):
hypothesis (π₯33 Β· β 9.1K) - The property-based testing library for Python. MPL-2.0
- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 460 Β· π 700 Β· π¦ 49K):
- [PyPi](https://pypi.org/project/hypothesis) (π₯ 53M / month Β· π¦ 10K Β· β±οΈ 28.10.2026):
- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 23M Β· β±οΈ 28.10.2026):
pytest-cov (π₯33 Β· β 2.1K Β· π) - Coverage plugin for pytest. MIT 
- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 110 Β· π 250 Β· π¦ 520K):
- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 200M / month Β· π¦ 78K Β· β±οΈ 21.03.2026):
- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 22M Β· β±οΈ 22.03.2026):
pytest-asyncio (π₯33 Β· β 1.7K) - Asyncio support for pytest. Apache-2 
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 82 Β· π 210 Β· π¦ 240K):
- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 220M / month Β· π¦ 59K Β· β±οΈ 25.10.2026):
- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 4.6M Β· β±οΈ 26.10.2026):
tox (π₯32 Β· β 4K) - Command line driven CI frontend and development task automation tool. MIT 
- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 400 Β· π 610 Β· π¦ 140K):
- [PyPi](https://pypi.org/project/tox) (π₯ 14M / month Β· π¦ 14K Β· β±οΈ 28.10.2026):
- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 2.1M Β· β±οΈ 28.10.2026):
pytest-mock (π₯32 Β· β 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT 
- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 97 Β· π 190 Β· π¦ 140K):
- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 83M / month Β· π¦ 18K Β· β±οΈ 17.10.2026):
- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 6.5M Β· β±οΈ 17.10.2026):
robotframework (π₯31 Β· β 12K) - Generic automation framework for acceptance testing and RPA. Apache-2
- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 240 Β· π 2.6K Β· π¦ 14K):
- [PyPi](https://pypi.org/project/robotframework) (π₯ 3.9M / month Β· π¦ 1.3K Β· β±οΈ 14.09.2026):
- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 300K Β· β±οΈ 21.09.2026):
pytest-xdist (π₯31 Β· β 1.9K) - pytest plugin for distributed testing and loop-on-failures.. MIT 
- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 120 Β· π 290 Β· π¦ 150K):
- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 140M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 16M Β· β±οΈ 02.07.2025):
pyautogui (π₯29 Β· β 10K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.3K Β· π¦ 58K):
- [PyPi](https://pypi.org/project/pyautogui) (π₯ 2.4M / month Β· π¦ 1K Β· β±οΈ 24.05.2023):
- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 510K Β· β±οΈ 18.05.2026):
pytest-benchmark (π₯29 Β· β 1.5K) - pytest fixture for benchmarking code. BSD-2 
- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 56 Β· π 140 Β· π¦ 19K):
- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 10M / month Β· π¦ 4.1K Β· β±οΈ 23.08.2026):
- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 3.8M Β· β±οΈ 23.08.2026):
nox (π₯28 Β· β 1.6K) - Flexible test automation. Apache-2 
- [GitHub]() (π¨βπ» 140 Β· π 200 Β· π¦ 8.6K):
- [PyPi](https://pypi.org/project/nox) (π₯ 3.8M / month Β· π¦ 1.9K Β· β±οΈ 20.10.2026):
- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 670K Β· β±οΈ 24.10.2026):
pytest-bdd (π₯28 Β· β 1.5K) - BDD library for the pytest runner. MIT 
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 73 Β· π 250 Β· π¦ 5.2K):
- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 3.1M / month Β· π¦ 300 Β· β±οΈ 30.09.2026):
- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 81K Β· β±οΈ 03.07.2026):
mimesis (π₯27 Β· β 4.8K) - Mimesis is a Python library for generating fake but realistic data in.. MIT
- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 130 Β· π 360 Β· π¦ 2.4K):
- [PyPi](https://pypi.org/project/mimesis) (π₯ 2M / month Β· π¦ 100 Β· β±οΈ 23.09.2026):
- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 410K Β· β±οΈ 24.09.2026):
pytest-sugar (π₯27 Β· β 1.5K Β· π€) - a plugin for py.test that changes the default look and.. BSD-3 
- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 58 Β· π 81 Β· π¦ 31K):
- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 6.8M / month Β· π¦ 1.5K Β· β±οΈ 23.08.2025):
- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 680K Β· β±οΈ 24.08.2025):
pytest-html (π₯27 Β· β 770 Β· π€) - Plugin for generating HTML reports for pytest results. MPL-2.0 
- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 66 Β· π 250 Β· π¦ 60K):
- [PyPi](https://pypi.org/project/pytest-html) (π₯ 14M / month Β· π¦ 1.1K Β· β±οΈ 19.01.2026):
- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 1.3M Β· β±οΈ 21.01.2026):
pytest-randomly (π₯27 Β· β 720) - Pytest plugin to randomly order tests and control random.seed. MIT
- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 22 Β· π 37 Β· π¦ 13K):
- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 14M / month Β· π¦ 1.2K Β· β±οΈ 01.09.2026):
- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 470K Β· β±οΈ 29.09.2026):
coveralls-python (π₯26 Β· β 570 Β· π€) - Show coverage stats online via coveralls.io. MIT 
- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 69 Β· π 190 Β· π¦ 37K):
- [PyPi](https://pypi.org/project/coveralls) (π₯ 860K / month Β· π¦ 2.6K Β· β±οΈ 28.02.2026):
- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1.7M Β· β±οΈ 28.02.2026):
pytest-testmon (π₯25 Β· β 1K) - Selects tests affected by changed files. Executes the right.. MIT 
- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 36 Β· π 85 Β· π¦ 1.9K):
- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 5.2M / month Β· π¦ 160 Β· β±οΈ 29.10.2026):
- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 200K Β· β±οΈ 07.10.2026):
asv (π₯25 Β· β 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 100 Β· π 210 Β· π¦ 1.8K):
- [PyPi](https://pypi.org/project/asv) (π₯ 300K / month Β· π¦ 210 Β· β±οΈ 27.06.2026):
- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 1.7M Β· β±οΈ 11.08.2026):
nose2 (π₯25 Β· β 820 Β· π€) - The successor to nose, based on unittest2. BSD-2
- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 86 Β· π 130 Β· π¦ 27K):
- [PyPi](https://pypi.org/project/nose2) (π₯ 520K / month Β· π¦ 360 Β· β±οΈ 02.03.2026):
- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 290K Β· β±οΈ 22.04.2025):
pytest-docker (π₯25 Β· β 490 Β· π) - Docker-based integration tests. MIT 
- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 31 Β· π 78 Β· π¦ 2.8K):
- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 2.2M / month Β· π¦ 200 Β· β±οΈ 16.10.2026):
pytest-watch (π₯24 Β· β 730) - Local continuous test runner with pytest and watchdog. MIT 
- [GitHub](https://github.com/joeyespo/pytest-watch) (π¨βπ» 16 Β· π 54 Β· π¦ 12K):
- [PyPi](https://pypi.org/project/pytest-watch) (π₯ 1.2M / month Β· π¦ 560 Β· β±οΈ 20.05.2018):
- [Conda](https://anaconda.org/conda-forge/pytest-watch) (π₯ 280K Β· β±οΈ 08.10.2026):
pytest-datadir (π₯22 Β· β 280) - pytest plugin for manipulating test data directories and.. MIT 
- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 16 Β· π 26 Β· π¦ 2.4K):
- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 1.5M / month Β· π¦ 270 Β· β±οΈ 30.07.2025):
- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 650K Β· β±οΈ 30.07.2025):
green (π₯21 Β· β 790 Β· π€) - Green is a clean, colorful, fast python test runner. MIT
- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 41 Β· π 75 Β· π¦ 1.4K):
- [PyPi](https://pypi.org/project/green) (π₯ 16K / month Β· π¦ 130 Β· β±οΈ 18.04.2024):
- [Conda](https://anaconda.org/conda-forge/green) (π₯ 490K Β· β±οΈ 02.03.2026):
xdoctest (π₯20 Β· β 220 Β· π€) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 14 Β· π 18):
- [PyPi](https://pypi.org/project/xdoctest) (π₯ 1M / month Β· π¦ 260 Β· β±οΈ 27.03.2026):
- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 290K Β· β±οΈ 27.03.2026):
pytest-plugins (π₯19 Β· β 600 Β· π€) - A grab-bag of nifty pytest plugins. MIT
- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 67 Β· π 89):
- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 19K / month Β· π¦ 73 Β· β±οΈ 29.11.2024):
- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (π₯ 140K Β· β±οΈ 22.04.2025):
Show 14 hidden projects...
- nose (π₯28 Β· β 1.4K Β· π) - nose is nicer testing for python.βοΈLGPL-2.1+
- freezegun (π₯27 Β· β 4.5K Β· π) - Let your Python tests travel through time. Apache-2
- factory_boy (π₯25 Β· β 3.6K Β· π) - A test fixtures replacement for Python. MIT
- pytest-testinfra (π₯25 Β· β 2.4K Β· π) - Testinfra test your infrastructures. Apache-2 
- ddt (π₯24 Β· β 440 Β· π) - Data-Driven Tests for Python Unittest. MIT
- PyHamcrest (π₯23 Β· β 790 Β· π) - Hamcrest matchers for Python. βUnlicensed
- pytest-mypy (π₯22 Β· β 260) - A Pytest Plugin for Mypy. βUnlicensed 
- uiautomator (π₯21 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool. MIT
- Mamba Test Runner (π₯21 Β· β 520 Β· π) - The definitive testing tool for Python. Born under the.. MIT
- pytest-lazy-fixture (π₯21 Β· β 380 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT 
- assertpy (π₯19 Β· β 520 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- sixpack (π₯18 Β· β 1.8K Β· π) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
- fake2db (π₯15 Β· β 2.1K Β· π) - create custom test databases that are populated with fake data. βοΈGPL-2.0
- pytest-play (π₯14 Β· β 73 Β· π) - pytest plugin that let you automate actions and.. Apache-2 
Code PackagingΒ€
π Python.org Packaging - An Overview of Packaging for Python.
pyinstaller (π₯33 Β· β 13K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 500 Β· π 2K Β· π¦ 93K):
- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 11M / month Β· π¦ 2.8K Β· β±οΈ 12.09.2026):
- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 2.2M Β· β±οΈ 30.09.2026):
Nuitka (π₯29 Β· β 15K) - Nuitka is a Python compiler written in Python. Its fully compatible.. βοΈAGPL-3.0
- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 220 Β· π 800 Β· π¦ 4.2K):
- [PyPi](https://pypi.org/project/nuitka) (π₯ 610K / month Β· π¦ 290 Β· β±οΈ 29.10.2026):
- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 3.8M Β· β±οΈ 20.10.2026):
briefcase (π₯26 Β· β 3.4K) - Tools to support converting a Python project into a standalone.. BSD-3
- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 230 Β· π 550 Β· π¦ 890):
- [PyPi](https://pypi.org/project/briefcase) (π₯ 38K / month Β· π¦ 51 Β· β±οΈ 27.10.2026):
pex (π₯24 Β· β 4.2K) - The PEX packaging toolchain. Apache-2
- [GitHub]() (π¨βπ» 130 Β· π 320):
- [PyPi](https://pypi.org/project/pex) (π₯ 4.3M / month Β· π¦ 67 Β· β±οΈ 26.10.2026):
cx_Freeze (π₯22 Β· β 1.6K) - Creates standalone executables from Python scripts with the.. βUnlicensed
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 130 Β· π 240):
- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 100K / month Β· π¦ 150 Β· β±οΈ 27.10.2026):
- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 1.6M Β· β±οΈ 28.10.2026):
py2app (π₯22 Β· β 420 Β· π€) - py2app is a Python setuptools command which will allow you to make.. MIT
- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 31 Β· π 45 Β· π¦ 5.6K):
- [PyPi](https://pypi.org/project/py2app) (π₯ 33K / month Β· π¦ 42 Β· β±οΈ 13.02.2026):
py2exe (π₯21 Β· β 990) - Create standalone Windows programs from Python code. MIT
- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 25 Β· π 110 Β· π¦ 2.3K):
- [PyPi](https://pypi.org/project/py2exe) (π₯ 8.2K / month Β· π¦ 12 Β· β±οΈ 21.06.2026):
shiv (π₯20 Β· β 1.9K Β· π€) - shiv is a command line utility for building fully self contained Python.. BSD-2
- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 45 Β· π 110):
- [PyPi](https://pypi.org/project/shiv) (π₯ 210K / month Β· π¦ 29 Β· β±οΈ 01.11.2024):
constructor (π₯19 Β· β 500) - tool for creating installers from conda packages. BSD-3
- [GitHub](https://github.com/conda/constructor) (π¨βπ» 83 Β· π 180 Β· π¦ 29):
- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 39K Β· β±οΈ 25.09.2026):
Show 6 hidden projects...
- packaging (π₯32 Β· β 750) - Core utilities for Python packages.βUnlicensed
- PyOxidizer (π₯21 Β· β 4.8K Β· π) - A modern Python application packaging and distribution tool. MPL-2.0
- pynsist (π₯19 Β· β 890 Β· π) - Build Windows installers for Python applications. MIT
- xar (π₯18 Β· β 1.6K Β· π) - executable archive format. BSD-3
- pyship (π₯13 Β· β 46) - pyship - ship Python desktop apps to end users. MIT
- subpar (π₯12 Β· β 570 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
Build ToolsΒ€
setuptools (π₯36 Β· β 2.9K) - Official project repository for the Setuptools build system. MIT
- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 660 Β· π 1.4K Β· π¦ 880K):
- [PyPi](https://pypi.org/project/setuptools) (π₯ 940M / month Β· π¦ 35K Β· β±οΈ 20.10.2026):
- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 250M Β· β±οΈ 21.10.2026):
wheel (π₯33 Β· β 570) - The official binary distribution format for Python. MIT
- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 95 Β· π 190 Β· π¦ 400K):
- [PyPi](https://pypi.org/project/wheel) (π₯ 340M / month Β· π¦ 17K Β· β±οΈ 11.08.2026):
- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 210M Β· β±οΈ 13.08.2026):
twine (π₯31 Β· β 1.8K) - Utilities for interacting with PyPI. Apache-2
- [GitHub](https://github.com/pypa/twine) (π¨βπ» 130 Β· π 330 Β· π¦ 150K):
- [PyPi](https://pypi.org/project/twine) (π₯ 17M / month Β· π¦ 42K Β· β±οΈ 27.07.2026):
- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 2.2M Β· β±οΈ 28.07.2026):
setuptools_scm (π₯30 Β· β 950) - the blessed package to manage your versions by scm tags. MIT
- [GitHub]() (π¨βπ» 170 Β· π 250 Β· π¦ 34K):
- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 78M / month Β· π¦ 2.8K Β· β±οΈ 23.09.2026):
- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 9.4M Β· β±οΈ 24.09.2026):
invoke (π₯29 Β· β 4.7K) - Pythonic task management & command execution. BSD-2
- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 63 Β· π 390 Β· π¦ 35K):
- [PyPi](https://pypi.org/project/invoke) (π₯ 60M / month Β· π¦ 1.4K Β· β±οΈ 07.04.2026):
- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 3.6M Β· β±οΈ 07.04.2026):
scons (π₯29 Β· β 2.4K) - SCons - a software construction tool. MIT
- [GitHub](https://github.com/SCons/scons) (π¨βπ» 180 Β· π 360 Β· π¦ 4.4K):
- [PyPi](https://pypi.org/project/scons) (π₯ 600K / month Β· π¦ 65 Β· β±οΈ 27.08.2026):
- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 1.6M Β· β±οΈ 04.09.2026):
flit (π₯29 Β· β 2.3K) - Simplified packaging of Python modules. BSD-3
- [GitHub](https://github.com/pypa/flit) (π¨βπ» 97 Β· π 170 Β· π¦ 2.9K):
- [PyPi](https://pypi.org/project/flit) (π₯ 5.6M / month Β· π¦ 1.1K Β· β±οΈ 27.10.2026):
- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 480K Β· β±οΈ 28.10.2026):
doit (π₯25 Β· β 2K Β· π€) - CLI task management & automation tool. MIT
- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 70 Β· π 190 Β· π¦ 2.3K):
- [PyPi](https://pypi.org/project/doit) (π₯ 490K / month Β· π¦ 140 Β· β±οΈ 09.02.2026):
- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 620K Β· β±οΈ 09.02.2026):
pybuilder (π₯22 Β· β 2.1K) - Software build automation tool for Python. Apache-2
- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 40 Β· π 280):
- [PyPi](https://pypi.org/project/pybuilder) (π₯ 54K / month Β· π¦ 6 Β· β±οΈ 11.10.2026):
- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 450K Β· β±οΈ 11.10.2026):
universal-build (π₯12 Β· β 25 Β· π) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 5 Β· π 8):
- [PyPi](https://pypi.org/project/universal-build) (π₯ 130 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
Show 4 hidden projects...
- buildbot (π₯23 Β· β 5.4K Β· π) - Python-based continuous integration testing framework; your..βοΈGPL-2.0
- buildout (π₯21 Β· β 620) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
- paver (π₯19 Β· β 460 Β· π) - Python-based project scripting. BSD-3
- pynt (π₯16 Β· β 150 Β· π) - A pynt of Python build. MIT
System Monitoring & ProfilingΒ€
psutil (π₯36 Β· β 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3
- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 260 Β· π 1.5K Β· π¦ 820K):
- [PyPi](https://pypi.org/project/psutil) (π₯ 290M / month Β· π¦ 20K Β· β±οΈ 28.01.2026):
- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 77M Β· β±οΈ 17.09.2026):
py-spy (π₯29 Β· β 16K) - Sampling profiler for Python programs. MIT
- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 66 Β· π 560 Β· π¦ 9.3K):
- [PyPi](https://pypi.org/project/py-spy) (π₯ 20M / month Β· π¦ 240 Β· β±οΈ 24.04.2026):
- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 1.2M Β· β±οΈ 28.08.2026):
- [Cargo](https://crates.io/crates/py-spy) (π¦ 5 Β· β±οΈ 24.04.2026):
pyinstrument (π₯29 Β· β 8K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 79 Β· π 300 Β· π¦ 4.8K):
- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 9.3M / month Β· π¦ 340 Β· β±οΈ 29.07.2026):
- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 1.5M Β· β±οΈ 04.09.2026):
memray (π₯28 Β· β 15K) - Memray is a memory profiler for Python. Apache-2
- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 78 Β· π 460 Β· π¦ 24):
- [PyPi](https://pypi.org/project/memray) (π₯ 11M / month Β· π¦ 210 Β· β±οΈ 07.08.2026):
- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 850K Β· β±οΈ 25.10.2026):
Scalene (π₯27 Β· β 14K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 66 Β· π 440 Β· π¦ 1.1K):
- [PyPi](https://pypi.org/project/scalene) (π₯ 350K / month Β· π¦ 100 Β· β±οΈ 23.10.2026):
memory-profiler (π₯25 Β· β 4.5K Β· π€) - Monitor Memory usage of Python code. BSD-3
- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 110 Β· π 390):
- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 4.4M / month Β· π¦ 460 Β· β±οΈ 15.11.2022):
- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 5.6M Β· β±οΈ 04.12.2025):
memory_profiler (π₯25 Β· β 4.5K Β· π€) - Monitor Memory usage of Python code. BSD-3
- [GitHub](https://github.com/fabianp/memory_profiler) (π¨βπ» 62 Β· π 390):
- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 4.4M / month Β· π¦ 460 Β· β±οΈ 15.11.2022):
- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 5.6M Β· β±οΈ 04.12.2025):
Yappi (π₯25 Β· β 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 35 Β· π 82 Β· π¦ 1.8K):
- [PyPi](https://pypi.org/project/yappi) (π₯ 3.2M / month Β· π¦ 89 Β· β±οΈ 17.03.2026):
- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 460K Β· β±οΈ 07.09.2026):
pympler (π₯24 Β· β 1.4K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 31 Β· π 93):
- [PyPi](https://pypi.org/project/pympler) (π₯ 5.7M / month Β· π¦ 260 Β· β±οΈ 28.06.2024):
- [Conda](https://anaconda.org/conda-forge/pympler) (π₯ 950K Β· β±οΈ 15.07.2026):
Bpytop (π₯23 Β· β 8.2K) - Linux/OSX/FreeBSD resource monitor. Apache-2
- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 36 Β· π 320 Β· π¦ 250):
- [PyPi](https://pypi.org/project/bpytop) (π₯ 3.7K / month Β· π¦ 1 Β· β±οΈ 22.12.2021):
- [Conda](https://anaconda.org/conda-forge/bpytop) (π₯ 31K Β· β±οΈ 06.10.2026):
Show 8 hidden projects...
- Glances (π₯27 Β· β 34K) - Glances an Eye on your system. A top/htop alternative for..βUnlicensed
- line_profiler (π₯23 Β· β 3.3K Β· π) - Line-by-line profiling for Python. βUnlicensed
- Diamond (π₯22 Β· β 1.8K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
- vprof (π₯19 Β· β 4K Β· π) - Visual profiler for Python. BSD-2
- heartrate (π₯18 Β· β 1.5K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
- Profiling (π₯17 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
- pyheat (π₯17 Β· β 730 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (π₯11 Β· β 2.6K Β· π) - Visually trace Python code in real-time. MIT
AST ToolsΒ€
executing (π₯30 Β· β 400) - Get information about what a Python frame is currently doing,.. MIT
- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 15 Β· π 41 Β· π¦ 350K):
- [PyPi](https://pypi.org/project/executing) (π₯ 100M / month Β· π¦ 950 Β· β±οΈ 10.10.2026):
- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 34M Β· β±οΈ 13.10.2026):
gast (π₯25 Β· β 150 Β· π€) - Python AST that abstracts the underlying Python version. BSD-3
- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 13 Β· π 38 Β· π¦ 220K):
- [PyPi](https://pypi.org/project/gast) (π₯ 12M / month Β· π¦ 530 Β· β±οΈ 29.11.2025):
- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 5.1M Β· β±οΈ 30.11.2025):
asteval (π₯24 Β· β 220) - Safe, minimalistic evaluator of python expression using ast module. MIT
- [GitHub]() (π¨βπ» 28 Β· π 53):
- [PyPi](https://pypi.org/project/asteval) (π₯ 5.3M / month Β· π¦ 250 Β· β±οΈ 21.08.2026):
- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 1.2M Β· β±οΈ 22.08.2026):
Show 3 hidden projects...
- astunparse (π₯26 Β· β 220 Β· π) - An AST unparser for Python.BSD-3
- typed_ast (π₯25 Β· β 230 Β· π) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
- astor (π₯23 Β· β 860 Β· π) - Python AST read/write. BSD-3
OthersΒ€
pre-commit (π₯34 Β· β 16K) - A framework for managing and maintaining multi-language pre-commit.. MIT
- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 170 Β· π 1K Β· π¦ 300K):
- [PyPi](https://pypi.org/project/pre-commit) (π₯ 150M / month Β· π¦ 40K Β· β±οΈ 12.10.2026):
- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 12M Β· β±οΈ 13.10.2026):
Related ResourcesΒ€
- Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.
ContributionΒ€
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 the issue page and fill in the requested information.
- Modify the projects.yaml with your additions or changes, and submit a pull request. This can also be done directly via the Github UI.
If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.
For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.
LicenseΒ€
Credit by: @github.com/ml-tooling/best-of-python-dev