pyflakes (🥈34 · ⭐ 1.4K · 💤) - A simple program which checks Python source files for errors. MIT
+parso (🥈36 · ⭐ 670) - A Python Parser. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 88 · 🔀 180 · 📦 330K · 📋 530 - 8% open · ⏱️ 20.06.2025):
+- [GitHub](https://github.com/davidhalter/parso) (👨💻 52 · 🔀 120 · 📦 600K · 📋 120 - 9% open · ⏱️ 01.05.2026):
+
+ ```
+ git clone https://github.com/davidhalter/parso
+ ```
+- [PyPi](https://pypi.org/project/parso) (📥 150M / month · 📦 1.2K · ⏱️ 01.05.2026):
+ ```
+ pip install parso
+ ```
+- [Conda](https://anaconda.org/conda-forge/parso) (📥 36M · ⏱️ 02.05.2026):
+ ```
+ conda install -c conda-forge parso
+ ```
+pyflakes (🥈35 · ⭐ 1.4K · 💤) - A simple program which checks Python source files for errors. MIT
+
+- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 88 · 🔀 180 · 📦 330K · 📋 550 - 11% open · ⏱️ 20.06.2025):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (📥 64M / month):
+- [PyPi](https://pypi.org/project/pyflakes) (📥 64M / month · 📦 1.3K · ⏱️ 20.06.2025):
```
pip install pyflakes
```
@@ -153,36 +185,36 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyflakes
```
flake8-bugbear (🥈33 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+pycodestyle (🥈33 · ⭐ 5.2K · 📈) - Simple Python style checker in one Python file. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 90 · 🔀 110 · 📦 42K · 📋 250 - 25% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 140 · 🔀 750 · 📋 780 - 13% open · ⏱️ 22.12.2025):
```
- git clone https://github.com/PyCQA/flake8-bugbear
+ git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 4.3M / month):
+- [PyPi](https://pypi.org/project/pycodestyle) (📥 78M / month · 📦 2.2K · ⏱️ 20.06.2025):
```
- pip install flake8-bugbear
+ pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 900K · ⏱️ 02.12.2025):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 11M · ⏱️ 22.06.2025):
```
- conda install -c conda-forge flake8-bugbear
+ conda install -c conda-forge pycodestyle
```
mypy-protobuf (🥈30 · ⭐ 700) - open source tools to generate mypy stubs from protobufs. Apache-2
+flake8-bugbear (🥈32 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 40 · 🔀 80 · 📦 4.5K · 📋 150 - 14% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 90 · 🔀 110 · 📦 42K · 📋 250 - 25% open · ⏱️ 28.04.2026):
```
- git clone https://github.com/dropbox/mypy-protobuf
+ git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 19M / month · 📦 300 · ⏱️ 28.04.2026):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 4.4M / month · 📦 1.5K · ⏱️ 29.11.2025):
```
- pip install mypy-protobuf
+ pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (📥 180K · ⏱️ 28.04.2026):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (📥 910K · ⏱️ 02.12.2025):
```
- conda install -c conda-forge mypy-protobuf
+ conda install -c conda-forge flake8-bugbear
```
pylint-django (🥈30 · ⭐ 620) - Pylint plugin for improving code analysis for when.. ❗️GPL-3.0 
@@ -196,24 +228,40 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pylint-django
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 450K · ⏱️ 02.01.2026):
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (📥 460K · ⏱️ 02.01.2026):
```
conda install -c conda-forge pylint-django
```
hacking (🥈30 · ⭐ 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+hacking (🥈29 · ⭐ 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 67 · 📦 7.9K · ⏱️ 29.03.2026):
+- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 67 · 📦 7.9K · ⏱️ 02.05.2026):
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (📥 150K / month · 📦 110 · ⏱️ 06.11.2025):
+- [PyPi](https://pypi.org/project/hacking) (📥 160K / month · 📦 110 · ⏱️ 06.11.2025):
```
pip install hacking
```
flake8-comprehensions (🥈28 · ⭐ 470 · 📈) - A flake8 plugin to help you write better.. MIT
+mypy-protobuf (🥈28 · ⭐ 700 · 📉) - open source tools to generate mypy stubs from protobufs. Apache-2
+
+- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 40 · 🔀 80 · 📋 150 - 15% open · ⏱️ 28.04.2026):
+
+ ```
+ git clone https://github.com/dropbox/mypy-protobuf
+ ```
+- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 19M / month · 📦 300 · ⏱️ 28.04.2026):
+ ```
+ pip install mypy-protobuf
+ ```
+- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (📥 180K · ⏱️ 28.04.2026):
+ ```
+ conda install -c conda-forge mypy-protobuf
+ ```
+flake8-comprehensions (🥈28 · ⭐ 470) - A flake8 plugin to help you write better.. MIT
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 16 · 🔀 23 · 📦 30K · 📋 62 - 9% open · ⏱️ 21.04.2026):
@@ -229,7 +277,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge flake8-comprehensions
```
flake8-isort (🥈28 · ⭐ 190) - flake8 plugin that integrates isort. ❗️GPL-2.0
+flake8-isort (🥈28 · ⭐ 190 · 💤) - flake8 plugin that integrates isort. ❗️GPL-2.0
- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 40 · 🔀 210 · 📦 29K · 📋 60 - 3% open · ⏱️ 25.10.2025):
@@ -261,37 +309,21 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge check-manifest
```
pycodestyle (🥉26 · ⭐ 5.2K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
+nitpick (🥉25 · ⭐ 410) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 140 · 🔀 700 · 📋 760 - 11% open · ⏱️ 22.12.2025):
-
- ```
- git clone https://github.com/PyCQA/pycodestyle
- ```
-- [PyPi](https://pypi.org/project/pycodestyle) (📥 77M / month):
- ```
- pip install pycodestyle
- ```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 11M · ⏱️ 22.06.2025):
- ```
- conda install -c conda-forge pycodestyle
- ```
-nitpick (🥉26 · ⭐ 410) - Enforce the same settings on multiple projects. MIT
-
-- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 18 · 🔀 25 · 📥 12 · 📦 1.4K · 📋 130 - 36% open · ⏱️ 25.04.2026):
+- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 18 · 🔀 24 · 📥 12 · 📦 1.4K · 📋 130 - 36% open · ⏱️ 07.05.2026):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (📥 14K / month · 📦 26 · ⏱️ 30.11.2025):
+- [PyPi](https://pypi.org/project/nitpick) (📥 16K / month · 📦 26 · ⏱️ 30.11.2025):
```
pip install nitpick
```
flake8-import-order (🥉25 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 50 · 🔀 73 · 📥 11 · 📋 110 - 13% open · ⏱️ 23.03.2026):
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 50 · 🔀 73 · 📥 12 · 📋 110 - 13% open · ⏱️ 23.03.2026):
```
git clone https://github.com/PyCQA/flake8-import-order
@@ -317,46 +349,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pip install flake8-commas
```
flake8-black (🥉24 · ⭐ 170) - flake8 plugin to run black for checking Python coding style. MIT
+flake8-builtins (🥉25 · ⭐ 120 · 💤) - Check for python builtins being used as variables or.. ❗️GPL-2.0
-- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 11 · 🔀 11 · 📦 8.8K · 📋 30 - 10% open · ⏱️ 07.04.2026):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 21 · 🔀 25 · 📦 12K · 📋 52 - 5% open · ⏱️ 25.10.2025):
```
- git clone https://github.com/peterjc/flake8-black
+ git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-black) (📥 620K / month):
+- [PyPi](https://pypi.org/project/flake8-builtins) (📥 950K / month · 📦 590 · ⏱️ 25.10.2025):
```
- pip install flake8-black
+ pip install flake8-builtins
```
-- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 490K · ⏱️ 22.09.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 550K · ⏱️ 27.10.2025):
```
- conda install -c conda-forge flake8-black
+ conda install -c conda-forge flake8-builtins
```
flake8-builtins (🥉24 · ⭐ 120) - Check for python builtins being used as variables or.. ❗️GPL-2.0
+flake8-black (🥉24 · ⭐ 170) - flake8 plugin to run black for checking Python coding style. MIT
-- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 21 · 🔀 25 · 📦 12K · 📋 51 - 3% open · ⏱️ 25.10.2025):
+- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 11 · 🔀 11 · 📦 8.8K · 📋 31 - 12% open · ⏱️ 07.04.2026):
```
- git clone https://github.com/gforcada/flake8-builtins
+ git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (📥 940K / month):
+- [PyPi](https://pypi.org/project/flake8-black) (📥 630K / month · 📦 540 · ⏱️ 21.09.2025):
```
- pip install flake8-builtins
+ pip install flake8-black
```
-- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 540K · ⏱️ 27.10.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 490K · ⏱️ 22.09.2025):
```
- conda install -c conda-forge flake8-builtins
+ conda install -c conda-forge flake8-black
```
flake8-simplify (🥉19 · ⭐ 190) - A flake8 plugin that helps you to simplify code. MIT
+flake8-simplify (🥉23 · ⭐ 200) - A flake8 plugin that helps you to simplify code. MIT
-- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 15 · 🔀 21 · 📋 130 - 42% open · ⏱️ 01.01.2026):
+- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 16 · 🔀 23 · 📋 130 - 42% open · ⏱️ 01.01.2026):
```
git clone https://github.com/MartinThoma/flake8-simplify
```
-- [PyPi](https://pypi.org/project/flake8-simplify) (📥 350K / month):
+- [PyPi](https://pypi.org/project/flake8-simplify) (📥 350K / month · 📦 140 · ⏱️ 01.01.2026):
```
pip install flake8-simplify
```
@@ -365,27 +397,25 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge flake8-simplify
```
Show 21 hidden projects...
+Show 19 hidden projects...
-- flake8 (🥇37 · ⭐ 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle;..❗Unlicensed
-- pydocstyle (🥈32 · ⭐ 1.1K · 💀) - docstring style checker. MIT
-- parso (🥈32 · ⭐ 670) - A Python Parser. ❗Unlicensed
+- pydocstyle (🥈31 · ⭐ 1.1K · 💀) - docstring style checker. MIT
- pep8-naming (🥈29 · ⭐ 530 · 💤) - Naming Convention checker for Python. ❗️Saxpath
-- coala (🥈28 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
- darglint (🥈28 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
+- coala (🥉27 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
- pylama (🥉27 · ⭐ 1.1K · 💀) - Code audit tool for python. MIT
- flake8-quotes (🥉27 · ⭐ 180 · 💀) - Flake8 extension for checking quotes in python. MIT MIT Apache-2
-- Fixit (🥉24 · ⭐ 700) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed
+- Fixit (🥉23 · ⭐ 700) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed
- pandas-vet (🥉22 · ⭐ 170 · 💀) - A plugin for Flake8 that checks pandas code. MIT MIT MIT MIT ❗️GPL-2.0 MIT
- imhotep (🥉17 · ⭐ 220 · 💀) - A static-analysis bot for Github. MIT
- bellybutton (🥉16 · ⭐ 280 · 💀) - Custom Python linting through AST expressions. MIT
-- pylint-flask (🥉16 · ⭐ 63 · 💀) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0 MIT MIT Apache-2 mypy
pyright (🥈39 · ⭐ 15K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (👨💻 140 · 🔀 1.8K · 📥 6.7K · 📦 1.6K · 📋 7.5K - 3% open · ⏱️ 22.04.2026):
+- [GitHub](https://github.com/microsoft/pyright) (👨💻 140 · 🔀 1.8K · 📥 6.7K · 📦 1.6K · 📋 7.5K - 3% open · ⏱️ 05.05.2026):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (📥 4.4M / month · 📦 58 · ⏱️ 16.04.2026):
+- [npm](https://www.npmjs.com/package/pyright) (📥 3.5M / month · 📦 58 · ⏱️ 16.04.2026):
```
npm install pyright
```
pyre-check (🥉33 · ⭐ 7.2K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (👨💻 300 · 🔀 450 · 📦 21 · 📋 470 - 33% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/facebook/pyre-check) (👨💻 310 · 🔀 450 · 📦 21 · 📋 470 - 33% open · ⏱️ 05.05.2026):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (📥 180K / month · 📦 87 · ⏱️ 07.07.2025):
+- [PyPi](https://pypi.org/project/pyre-check) (📥 190K / month · 📦 87 · ⏱️ 07.07.2025):
```
pip install pyre-check
```
@@ -426,11 +456,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (📥 970K / month · 📦 230 · ⏱️ 11.10.2024):
+- [PyPi](https://pypi.org/project/pytype) (📥 1M / month · 📦 230 · ⏱️ 11.10.2024):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (📥 620K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytype) (📥 630K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pytype
```
@@ -438,7 +468,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 2 hidden projects...
- mypy (🥇47 · ⭐ 20K) - Optional static typing for Python.❗Unlicensed
-- typeguard (🥉33 · ⭐ 1.8K) - Run-time type checker for Python. ❗Unlicensed
+- typeguard (🥉31 · ⭐ 1.8K · 📉) - Run-time type checker for Python. ❗Unlicensed
@@ -448,32 +478,32 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
black (🥇46 · ⭐ 41K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (👨💻 520 · 🔀 2.7K · 📥 150K · 📦 680K · 📋 2.8K - 10% open · ⏱️ 27.04.2026):
+- [GitHub](https://github.com/psf/black) (👨💻 520 · 🔀 2.7K · 📥 150K · 📦 680K · 📋 2.8K - 11% open · ⏱️ 27.04.2026):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (📥 120M / month):
+- [PyPi](https://pypi.org/project/black) (📥 120M / month · 📦 58K · ⏱️ 12.03.2026):
```
pip install black
```
-- [Conda](https://anaconda.org/conda-forge/black) (📥 18M · ⏱️ 12.03.2026):
+- [Conda](https://anaconda.org/conda-forge/black) (📥 19M · ⏱️ 12.03.2026):
```
conda install -c conda-forge black
```
isort (🥈43 · ⭐ 6.9K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (👨💻 340 · 🔀 620 · 📦 580K · 📋 1.4K - 7% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/PyCQA/isort) (👨💻 340 · 🔀 630 · 📦 580K · 📋 1.4K - 7% open · ⏱️ 30.04.2026):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (📥 90M / month):
+- [PyPi](https://pypi.org/project/isort) (📥 91M / month · 📦 28K · ⏱️ 24.04.2026):
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (📥 9.1M · ⏱️ 28.02.2026):
+- [Conda](https://anaconda.org/conda-forge/isort) (📥 9.2M · ⏱️ 28.02.2026):
```
conda install -c conda-forge isort
```
@@ -485,23 +515,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (📥 9.4M / month · 📦 1.7K · ⏱️ 14.01.2025):
+- [PyPi](https://pypi.org/project/autopep8) (📥 9.6M / month · 📦 1.7K · ⏱️ 14.01.2025):
```
pip install autopep8
```
-- [Conda](https://anaconda.org/conda-forge/autopep8) (📥 2.7M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/autopep8) (📥 2.8M · ⏱️ 22.04.2025):
```
conda install -c conda-forge autopep8
```
docformatter (🥉30 · ⭐ 590 · 📈) - Formats docstrings to follow PEP 257. MIT
+docformatter (🥉30 · ⭐ 590) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/PyCQA/docformatter) (👨💻 41 · 🔀 86 · 📥 68 · 📦 4.5K · 📋 180 - 11% open · ⏱️ 21.04.2026):
+- [GitHub](https://github.com/PyCQA/docformatter) (👨💻 41 · 🔀 86 · 📥 71 · 📦 4.5K · 📋 180 - 12% open · ⏱️ 21.04.2026):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (📥 1M / month · 📦 410 · ⏱️ 28.04.2026):
+- [PyPi](https://pypi.org/project/docformatter) (📥 1.1M / month · 📦 410 · ⏱️ 28.04.2026):
```
pip install docformatter
```
@@ -522,14 +552,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
jedi (🥇42 · ⭐ 6.1K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
+jedi (🥇44 · ⭐ 6.1K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
-- [GitHub](https://github.com/davidhalter/jedi) (👨💻 180 · 🔀 530 · 📦 600K · 📋 1.5K - 5% open · ⏱️ 27.04.2026):
+- [GitHub](https://github.com/davidhalter/jedi) (👨💻 180 · 🔀 530 · 📦 600K · 📋 1.5K - 4% open · ⏱️ 01.05.2026):
```
git clone https://github.com/davidhalter/jedi
```
-- [PyPi](https://pypi.org/project/jedi) (📥 130M / month · 📦 1.2K · ⏱️ 11.11.2024):
+- [PyPi](https://pypi.org/project/jedi) (📥 140M / month · 📦 1.6K · ⏱️ 01.05.2026):
```
pip install jedi
```
@@ -540,12 +570,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
vulture (🥇34 · ⭐ 4.6K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 49 · 🔀 180 · 📦 6.9K · 📋 250 - 21% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 49 · 🔀 180 · 📦 7K · 📋 250 - 21% open · ⏱️ 30.04.2026):
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (📥 8.7M / month · 📦 660 · ⏱️ 25.03.2026):
+- [PyPi](https://pypi.org/project/vulture) (📥 8.9M / month · 📦 660 · ⏱️ 25.03.2026):
```
pip install vulture
```
@@ -565,35 +595,35 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install rope
```
-- [Conda](https://anaconda.org/conda-forge/rope) (📥 2.4M · ⏱️ 13.07.2025):
+- [Conda](https://anaconda.org/conda-forge/rope) (📥 2.5M · ⏱️ 13.07.2025):
```
conda install -c conda-forge rope
```
pyupgrade (🥈26 · ⭐ 4.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+pyupgrade (🥈31 · ⭐ 4.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 36 · 🔀 210 · 📋 470 - 3% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 36 · 🔀 210 · 📋 470 - 4% open · ⏱️ 28.04.2026):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (📥 1.4M / month):
+- [PyPi](https://pypi.org/project/pyupgrade) (📥 1.4M / month · 📦 630 · ⏱️ 19.11.2025):
```
pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 940K · ⏱️ 19.11.2025):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (📥 950K · ⏱️ 19.11.2025):
```
conda install -c conda-forge pyupgrade
```
autoflake (🥈25 · ⭐ 960) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (🥈30 · ⭐ 960) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 40 · 🔀 84 · 📋 120 - 31% open · ⏱️ 20.04.2026):
+- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 40 · 🔀 86 · 📋 120 - 31% open · ⏱️ 20.04.2026):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (📥 7.9M / month):
+- [PyPi](https://pypi.org/project/autoflake) (📥 7.8M / month · 📦 1.4K · ⏱️ 20.02.2026):
```
pip install autoflake
```
@@ -602,65 +632,80 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge autoflake
```
unimport (🥉23 · ⭐ 250) - The ultimate linter and formatter for removing unused import statements.. MIT
+MonkeyType (🥈25 · ⭐ 5K · 💤) - A Python library that generates static type annotations by.. BSD-3
+
+- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 51 · 🔀 200 · 📋 200 - 30% open · ⏱️ 14.06.2025):
+
+ ```
+ git clone https://github.com/Instagram/MonkeyType
+ ```
+- [PyPi](https://pypi.org/project/monkeytype) (📥 400K / month · 📦 23 · ⏱️ 20.03.2023):
+ ```
+ pip install monkeytype
+ ```
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (📥 140K · ⏱️ 22.04.2025):
+ ```
+ conda install -c conda-forge monkeytype
+ ```
+unimport (🥈25 · ⭐ 250) - The ultimate linter and formatter for removing unused import statements.. MIT
-- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 16 · 🔀 20 · 📦 170 · 📋 120 - 0% open · ⏱️ 23.04.2026):
+- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 16 · 🔀 21 · 📦 170 · 📋 120 - 0% open · ⏱️ 23.04.2026):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (📥 39K / month):
+- [PyPi](https://pypi.org/project/unimport) (📥 41K / month · 📦 40 · ⏱️ 18.02.2026):
```
pip install unimport
```
add-trailing-comma (🥉18 · ⭐ 370) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+add-trailing-comma (🥉22 · ⭐ 370) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 28 · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 29 · ⏱️ 28.04.2026):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 160K / month):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 160K / month · 📦 41 · ⏱️ 10.10.2025):
```
pip install add-trailing-comma
```
com2ann (🥉17 · ⭐ 160 · 💤) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (🥉16 · ⭐ 160 · 💤) - Tool for translation type comments to type annotations in Python. MIT
-- [GitHub](https://github.com/ilevkivskyi/com2ann) (👨💻 8 · 🔀 13 · 📦 100 · 📋 33 - 30% open · ⏱️ 02.06.2025):
+- [GitHub](https://github.com/ilevkivskyi/com2ann) (👨💻 8 · 🔀 13 · 📋 33 - 30% open · ⏱️ 02.06.2025):
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (📥 21K / month):
+- [PyPi](https://pypi.org/project/com2ann) (📥 20K / month · 📦 2 · ⏱️ 21.08.2021):
```
pip install com2ann
```
massedit (🥉17 · ⭐ 120 · 💤) - Programmatically edit text files with Python. Useful for source to.. MIT
+massedit (🥉15 · ⭐ 120 · 💤) - Programmatically edit text files with Python. Useful for source to.. MIT
-- [GitHub](https://github.com/elmotec/massedit) (👨💻 9 · 🔀 14 · 📥 33 · 📦 54 · 📋 8 - 12% open · ⏱️ 21.09.2025):
+- [GitHub](https://github.com/elmotec/massedit) (👨💻 9 · 🔀 14 · 📥 33 · 📋 8 - 12% open · ⏱️ 21.09.2025):
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (📥 1.8K / month):
+- [PyPi](https://pypi.org/project/massedit) (📥 1.8K / month · 📦 3 · ⏱️ 21.09.2025):
```
pip install massedit
```
Show 9 hidden projects...
+Show 8 hidden projects...
-- redbaron (🥈25 · ⭐ 720 · 💀) - Bottom-up approach to refactoring in python.❗Unlicensed
-- pyannotate (🥈24 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
-- baron (🥈24 · ⭐ 300 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
-- MonkeyType (🥉21 · ⭐ 5K · 💤) - A Python library that generates static type annotations by.. ❗Unlicensed
-- Bowler (🥉20 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python. MIT
-- eradicate (🥉18 · ⭐ 220) - Removes commented-out code from Python files. ❗Unlicensed
-- unify (🥉18 · ⭐ 97 · 💀) - Modifies strings to all use the same quote where possible. MIT
-- retype (🥉13 · ⭐ 150 · 💀) - 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
+- redbaron (🥈27 · ⭐ 720 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
+- baron (🥈25 · ⭐ 300 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
+- pyannotate (🥉24 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
+- Bowler (🥉23 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python. MIT
+- eradicate (🥉23 · ⭐ 220) - Removes commented-out code from Python files. ❗️Saxpath
+- unify (🥉20 · ⭐ 97 · 💀) - Modifies strings to all use the same quote where possible. MIT
+- pep8ify (🥉15 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
+- retype (🥉14 · ⭐ 150 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -670,40 +715,68 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
bandit (🥇38 · ⭐ 8K) - Bandit is a tool designed to find common security issues in Python code. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (👨💻 200 · 🔀 740 · 📥 920 · 📦 65K · 📋 710 - 26% open · ⏱️ 13.04.2026):
+- [GitHub](https://github.com/PyCQA/bandit) (👨💻 200 · 🔀 750 · 📥 920 · 📦 65K · 📋 760 - 31% open · ⏱️ 13.04.2026):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (📥 21M / month):
+- [PyPi](https://pypi.org/project/bandit) (📥 22M / month · 📦 3.4K · ⏱️ 25.02.2026):
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (📥 620K · ⏱️ 25.02.2026):
+- [Conda](https://anaconda.org/conda-forge/bandit) (📥 630K · ⏱️ 25.02.2026):
```
conda install -c conda-forge bandit
```
detect-secrets (🥉27 · ⭐ 4.5K) - An enterprise friendly way of detecting and preventing.. Apache-2
+sqlmap (🥈36 · ⭐ 37K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
+
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨💻 150 · 🔀 6.2K · 📦 21 · 📋 5.4K - 1% open · ⏱️ 02.05.2026):
+
+ ```
+ git clone https://github.com/sqlmapproject/sqlmap
+ ```
+- [PyPi](https://pypi.org/project/sqlmap) (📥 79K / month · 📦 12 · ⏱️ 02.05.2026):
+ ```
+ pip install sqlmap
+ ```
+safety (🥈35 · ⭐ 2K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+
+- [GitHub](https://github.com/pyupio/safety) (👨💻 55 · 🔀 170 · 📥 1.6M · 📦 20K · 📋 270 - 15% open · ⏱️ 23.03.2026):
+
+ ```
+ git clone https://github.com/pyupio/safety
+ ```
+- [PyPi](https://pypi.org/project/safety) (📥 5.5M / month · 📦 1.3K · ⏱️ 12.03.2026):
+ ```
+ pip install safety
+ ```
+- [Conda](https://anaconda.org/conda-forge/safety) (📥 170K · ⏱️ 07.11.2025):
+ ```
+ conda install -c conda-forge safety
+ ```
+detect-secrets (🥉30 · ⭐ 4.5K) - An enterprise friendly way of detecting and preventing.. Apache-2
-- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 89 · 🔀 460 · 📋 340 - 27% open · ⏱️ 02.04.2026):
+- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 89 · 🔀 510 · 📋 370 - 33% open · ⏱️ 02.04.2026):
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (📥 4.1M / month):
+- [PyPi](https://pypi.org/project/detect-secrets) (📥 4.3M / month · 📦 95 · ⏱️ 06.05.2024):
```
pip install detect-secrets
```
dlint (🥉16 · ⭐ 180) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
+dlint (🥉20 · ⭐ 180) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
-- [GitHub](https://github.com/dlint-py/dlint) (👨💻 16 · 🔀 17 · 📋 45 - 46% open · ⏱️ 07.01.2026):
+- [GitHub](https://github.com/dlint-py/dlint) (👨💻 16 · 🔀 17 · 📋 48 - 50% open · ⏱️ 07.01.2026):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (📥 100K / month):
+- [PyPi](https://pypi.org/project/dlint) (📥 100K / month · 📦 93 · ⏱️ 31.10.2024):
```
pip install dlint
```
@@ -712,13 +785,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge dlint
```
Show 5 hidden projects...
+Show 3 hidden projects...
-- sqlmap (🥈35 · ⭐ 37K) - Automatic SQL injection and database takeover tool.❗Unlicensed
-- pyarmor (🥈34 · ⭐ 5.1K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
-- safety (🥈34 · ⭐ 2K) - Safety checks Python dependencies for known security.. ❗Unlicensed
-- dodgy (🥉20 · ⭐ 130 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT
-- pyt (🥉19 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
+- pyarmor (🥉34 · ⭐ 5.1K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
+- dodgy (🥉21 · ⭐ 130 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT
+- pyt (🥉20 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
@@ -728,12 +799,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pipenv (🥇46 · ⭐ 25K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (👨💻 540 · 🔀 1.8K · 📦 170K · 📋 4.4K - 0% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/pypa/pipenv) (👨💻 540 · 🔀 1.9K · 📦 170K · 📋 4.4K - 0% open · ⏱️ 02.05.2026):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (📥 23M / month):
+- [PyPi](https://pypi.org/project/pipenv) (📥 23M / month · 📦 260 · ⏱️ 28.04.2026):
```
pip install pipenv
```
@@ -744,16 +815,16 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
virtualenv (🥈45 · ⭐ 5K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (👨💻 160 · 🔀 1.1K · 📥 100 · 📦 500K · 📋 1.4K - 0% open · ⏱️ 29.04.2026):
+- [GitHub](https://github.com/pypa/virtualenv) (👨💻 310 · 🔀 1.1K · 📥 110 · 📦 500K · ⏱️ 05.05.2026):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (📥 430M / month):
+- [PyPi](https://pypi.org/project/virtualenv) (📥 440M / month · 📦 2.2K · ⏱️ 05.05.2026):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 21M · ⏱️ 27.04.2026):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 21M · ⏱️ 05.05.2026):
```
conda install -c conda-forge virtualenv
```
@@ -765,7 +836,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ekalinin/nodeenv
```
-- [PyPi](https://pypi.org/project/nodeenv) (📥 160M / month · 📦 410 · ⏱️ 20.12.2025):
+- [PyPi](https://pypi.org/project/nodeenv) (📥 170M / month · 📦 410 · ⏱️ 20.12.2025):
```
pip install nodeenv
```
@@ -776,12 +847,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyenv (🥈35 · ⭐ 45K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (👨💻 480 · 🔀 3.2K · 📦 21 · 📋 1.9K - 2% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/pyenv/pyenv) (👨💻 480 · 🔀 3.2K · 📦 21 · 📋 1.9K - 4% open · ⏱️ 06.05.2026):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (📥 12K / month):
+- [PyPi](https://pypi.org/project/pyenv) (📥 12K / month · ⏱️ 12.01.2019):
```
pip install pyenv
```
@@ -806,8 +877,8 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- vex (🥉18 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
- dh-virtualenv (🥉16 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages. ❗️GPL-2.0
-- pipenv-pipes (🥉12 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
-- freshenv (🥉11 · ⭐ 180 · 💀) - Provision, share, manage local and cloud developer environments. MPL-2.0
+- pipenv-pipes (🥉13 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
+- freshenv (🥉12 · ⭐ 180 · 💀) - Provision, share, manage local and cloud developer environments. MPL-2.0
@@ -815,62 +886,62 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pip (🥇46 · ⭐ 10K) - The Python package installer. MIT
+pip (🥇47 · ⭐ 10K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (👨💻 880 · 🔀 3.2K · 📦 250K · 📋 7.7K - 12% open · ⏱️ 26.04.2026):
+- [GitHub](https://github.com/pypa/pip) (👨💻 880 · 🔀 3.3K · 📦 250K · 📋 7.8K - 13% open · ⏱️ 04.05.2026):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (📥 560M / month):
+- [PyPi](https://pypi.org/project/pip) (📥 600M / month · 📦 6K · ⏱️ 04.05.2026):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (📥 210M · ⏱️ 05.02.2026):
+- [Conda](https://anaconda.org/conda-forge/pip) (📥 210M · ⏱️ 04.05.2026):
```
conda install -c conda-forge pip
```
conda (🥇43 · ⭐ 7.4K) - A system-level, binary package and environment manager running on all.. BSD-3
-- [GitHub](https://github.com/conda/conda) (👨💻 490 · 🔀 2.2K · 📥 46K · 📦 52K · 📋 11K - 6% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/conda/conda) (👨💻 490 · 🔀 2.2K · 📥 47K · 📦 52K · 📋 11K - 6% open · ⏱️ 07.05.2026):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (📥 6.8K / month · 📦 83 · ⏱️ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (📥 6.9K / month · 📦 83 · ⏱️ 22.04.2017):
```
pip install conda
```
-- [Conda](https://anaconda.org/conda-forge/conda) (📥 72M · ⏱️ 29.04.2026):
+- [Conda](https://anaconda.org/conda-forge/conda) (📥 73M · ⏱️ 29.04.2026):
```
conda install -c conda-forge conda
```
poetry (🥈42 · ⭐ 34K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (👨💻 650 · 🔀 2.4K · 📥 16M · 📋 6.4K - 8% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/python-poetry/poetry) (👨💻 650 · 🔀 2.4K · 📥 16M · 📋 6.4K - 8% open · ⏱️ 03.05.2026):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (📥 77M / month · 📦 920 · ⏱️ 12.04.2026):
+- [PyPi](https://pypi.org/project/poetry) (📥 78M / month · 📦 920 · ⏱️ 03.05.2026):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (📥 7.9M · ⏱️ 12.04.2026):
+- [Conda](https://anaconda.org/conda-forge/poetry) (📥 7.9M · ⏱️ 03.05.2026):
```
conda install -c conda-forge poetry
```
pip-tools (🥈40 · ⭐ 8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 220 · 🔀 600 · 📦 38K · 📋 1.1K - 15% open · ⏱️ 15.04.2026):
+- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 230 · 🔀 660 · 📦 38K · 📋 1.2K - 17% open · ⏱️ 30.04.2026):
```
git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pip-tools) (📥 28M / month):
+- [PyPi](https://pypi.org/project/pip-tools) (📥 28M / month · 📦 2.9K · ⏱️ 11.02.2026):
```
pip install pip-tools
```
@@ -881,28 +952,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pipx (🥈38 · ⭐ 13K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (👨💻 180 · 🔀 550 · 📥 1M · 📦 4.8K · 📋 900 - 13% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/pypa/pipx) (👨💻 190 · 🔀 560 · 📥 1.1M · 📦 4.8K · 📋 880 - 11% open · ⏱️ 06.05.2026):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (📥 7.6M / month · 📦 97 · ⏱️ 31.03.2026):
+- [PyPi](https://pypi.org/project/pipx) (📥 7.5M / month · 📦 98 · ⏱️ 06.05.2026):
```
pip install pipx
```
-- [Conda](https://anaconda.org/conda-forge/pipx) (📥 210K · ⏱️ 31.03.2026):
+- [Conda](https://anaconda.org/conda-forge/pipx) (📥 210K · ⏱️ 06.05.2026):
```
conda install -c conda-forge pipx
```
PDM (🥉37 · ⭐ 8.6K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (👨💻 240 · 🔀 470 · 📥 27K · 📦 600 · 📋 2K - 2% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/pdm-project/pdm) (👨💻 240 · 🔀 470 · 📥 28K · 📦 600 · 📋 2K - 2% open · ⏱️ 07.05.2026):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (📥 11M / month):
+- [PyPi](https://pypi.org/project/pdm) (📥 11M / month · 📦 230 · ⏱️ 21.04.2026):
```
pip install pdm
```
@@ -913,12 +984,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mamba (🥉31 · ⭐ 8K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (👨💻 180 · 🔀 440 · 📋 2.1K - 22% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/mamba-org/mamba) (👨💻 180 · 🔀 440 · 📋 2.1K - 22% open · ⏱️ 05.05.2026):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (📥 23M · ⏱️ 29.04.2026):
+- [Conda](https://anaconda.org/conda-forge/mamba) (📥 24M · ⏱️ 29.04.2026):
```
conda install -c conda-forge mamba
```
@@ -934,19 +1005,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pipreqs
```
-- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 99K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pipreqs) (📥 100K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pipreqs
```
pyflow (🥉23 · ⭐ 1.3K) - An installation and dependency system for Python. MIT
-- [GitHub](https://github.com/David-OConnor/pyflow) (👨💻 30 · 🔀 48 · 📥 9.1K · 📦 44 · 📋 140 - 46% open · ⏱️ 21.03.2026):
+- [GitHub](https://github.com/David-OConnor/pyflow) (👨💻 30 · 🔀 48 · 📥 9.2K · 📦 44 · 📋 140 - 46% open · ⏱️ 21.03.2026):
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (📥 850 / month · 📦 1 · ⏱️ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (📥 950 / month · 📦 1 · ⏱️ 02.07.2021):
```
pip install pyflow
```
@@ -962,30 +1033,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
prospector (🥇34 · ⭐ 2.1K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
+prospector (🥇32 · ⭐ 2.1K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0
- [GitHub](https://github.com/prospector-dev/prospector) (👨💻 98 · 🔀 180 · 📦 5.5K · 📋 400 - 8% open · ⏱️ 27.04.2026):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (📥 440K / month · 📦 290 · ⏱️ 03.02.2026):
+- [PyPi](https://pypi.org/project/prospector) (📥 430K / month · 📦 290 · ⏱️ 03.02.2026):
```
pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (📥 220K · ⏱️ 03.02.2026):
+- [Conda](https://anaconda.org/conda-forge/prospector) (📥 230K · ⏱️ 03.02.2026):
```
conda install -c conda-forge prospector
```
mccabe (🥈29 · ⭐ 680 · 💀) - McCabe complexity checker for Python. ❗Unlicensed
+mccabe (🥈31 · ⭐ 680 · 💀) - McCabe complexity checker for Python. ❗️Saxpath
-- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 24 · 🔀 62 · 📦 520K · 📋 54 - 16% open · ⏱️ 03.12.2023):
+- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 24 · 🔀 63 · 📦 520K · 📋 55 - 18% open · ⏱️ 03.12.2023):
```
git clone https://github.com/PyCQA/mccabe
```
-- [PyPi](https://pypi.org/project/mccabe) (📥 86M / month):
+- [PyPi](https://pypi.org/project/mccabe) (📥 87M / month · 📦 930 · ⏱️ 24.01.2022):
```
pip install mccabe
```
@@ -1001,7 +1072,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (📥 54K / month · 📦 14 · ⏱️ 26.04.2026):
+- [PyPi](https://pypi.org/project/wily) (📥 55K / month · 📦 14 · ⏱️ 26.04.2026):
```
pip install wily
```
@@ -1010,7 +1081,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- radon (🥈30 · ⭐ 2K · 💀) - Various code metrics for Python code. MIT
- xenon (🥉24 · ⭐ 270 · 💀) - Monitoring tool based on radon. MIT
-- cohesion (🥉13 · ⭐ 260 · 💀) - A tool for measuring Python class cohesion. ❗️GPL-3.0
+- cohesion (🥉16 · ⭐ 260 · 💀) - A tool for measuring Python class cohesion. ❗️GPL-3.0
@@ -1020,12 +1091,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
rich (🥇47 · ⭐ 56K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (👨💻 290 · 🔀 2.1K · 📦 530K · 📋 1.5K - 14% open · ⏱️ 12.04.2026):
+- [GitHub](https://github.com/Textualize/rich) (👨💻 290 · 🔀 2.1K · 📦 530K · 📋 1.6K - 19% open · ⏱️ 12.04.2026):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (📥 540M / month):
+- [PyPi](https://pypi.org/project/rich) (📥 570M / month · 📦 44K · ⏱️ 12.04.2026):
```
pip install rich
```
@@ -1034,14 +1105,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge rich
```
tqdm (🥇42 · ⭐ 31K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
+tqdm (🥇43 · ⭐ 31K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (👨💻 120 · 🔀 1.4K · 📥 21K · 📦 1.2M · 📋 1.1K - 43% open · ⏱️ 03.02.2026):
+- [GitHub](https://github.com/tqdm/tqdm) (👨💻 130 · 🔀 1.4K · 📥 21K · 📦 1.2M · 📋 1.2K - 49% open · ⏱️ 03.02.2026):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (📥 440M / month):
+- [PyPi](https://pypi.org/project/tqdm) (📥 450M / month · 📦 50K · ⏱️ 03.02.2026):
```
pip install tqdm
```
@@ -1049,23 +1120,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
conda install -c conda-forge tqdm
```
-- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 6.2K · ⭐ 3 · ⏱️ 25.04.2026):
+- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (📥 6.3K · ⭐ 3 · ⏱️ 04.05.2026):
```
docker pull tqdm/tqdm
```
sentry-sdk (🥇40 · ⭐ 2.2K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 310 · 🔀 610 · 📥 4.4K · 📋 2.4K - 19% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 310 · 🔀 610 · 📥 4.4K · 📋 2.4K - 18% open · ⏱️ 07.05.2026):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (📥 110M / month · 📦 1.6K · ⏱️ 21.04.2026):
+- [PyPi](https://pypi.org/project/sentry-sdk) (📥 120M / month · 📦 1.6K · ⏱️ 05.05.2026):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 1.6M · ⏱️ 13.04.2026):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 1.6M · ⏱️ 04.05.2026):
```
conda install -c conda-forge sentry-sdk
```
@@ -1077,7 +1148,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (📥 76M / month):
+- [PyPi](https://pypi.org/project/loguru) (📥 77M / month · 📦 11K · ⏱️ 06.12.2024):
```
pip install loguru
```
@@ -1086,7 +1157,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge loguru
```
tabulate (🥈37 · ⭐ 2.5K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+structlog (🥈37 · ⭐ 4.8K) - Simple, powerful, and fast logging for Python. Apache-2
+
+- [GitHub](https://github.com/hynek/structlog) (👨💻 140 · 🔀 280 · 📦 33K · 📋 390 - 9% open · ⏱️ 05.05.2026):
+
+ ```
+ git clone https://github.com/hynek/structlog
+ ```
+- [PyPi](https://pypi.org/project/structlog) (📥 79M / month · 📦 2.2K · ⏱️ 27.10.2025):
+ ```
+ pip install structlog
+ ```
+- [Conda](https://anaconda.org/conda-forge/structlog) (📥 1.1M · ⏱️ 28.10.2025):
+ ```
+ conda install -c conda-forge structlog
+ ```
+tabulate (🥈37 · ⭐ 2.6K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 110 · 🔀 190 · 📋 260 - 25% open · ⏱️ 11.03.2026):
@@ -1102,39 +1189,39 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge tabulate
```
progressbar2 (🥉31 · ⭐ 880) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
+alive-progress (🥈31 · ⭐ 6.3K · 💤) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
-- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 49 · 🔀 100 · 📥 3.3K · 📋 230 - 3% open · ⏱️ 18.04.2026):
+- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 11 · 🔀 230 · 📦 5K · 📋 250 - 6% open · ⏱️ 10.10.2025):
```
- git clone https://github.com/WoLpH/python-progressbar
+ git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/progressbar2) (📥 23M / month · 📦 930 · ⏱️ 28.08.2024):
+- [PyPi](https://pypi.org/project/alive-progress) (📥 3.3M / month · 📦 590 · ⏱️ 20.07.2025):
```
- pip install progressbar2
+ pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (📥 4.5M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 280K · ⏱️ 08.03.2026):
```
- conda install -c conda-forge progressbar2
+ conda install -c conda-forge alive-progress
```
alive-progress (🥉30 · ⭐ 6.3K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
+progressbar2 (🥈31 · ⭐ 880) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 11 · 🔀 230 · 📦 5K · 📋 250 - 6% open · ⏱️ 10.10.2025):
+- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 49 · 🔀 100 · 📥 3.3K · 📋 230 - 3% open · ⏱️ 18.04.2026):
```
- git clone https://github.com/rsalmei/alive-progress
+ git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/alive-progress) (📥 3.1M / month):
+- [PyPi](https://pypi.org/project/progressbar2) (📥 23M / month · 📦 930 · ⏱️ 28.08.2024):
```
- pip install alive-progress
+ pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 270K · ⏱️ 08.03.2026):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (📥 4.6M · ⏱️ 22.04.2025):
```
- conda install -c conda-forge alive-progress
+ conda install -c conda-forge progressbar2
```
colorlog (🥉30 · ⭐ 960) - A colored formatter for the python logging module. MIT
+colorlog (🥉30 · ⭐ 960 · 💤) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (👨💻 35 · 🔀 95 · 📦 65K · ⏱️ 16.10.2025):
@@ -1157,11 +1244,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/liiight/notifiers
```
-- [PyPi](https://pypi.org/project/notifiers) (📥 500K / month · 📦 37 · ⏱️ 17.05.2025):
+- [PyPi](https://pypi.org/project/notifiers) (📥 510K / month · 📦 37 · ⏱️ 17.05.2025):
```
pip install notifiers
```
-- [Conda](https://anaconda.org/conda-forge/notifiers) (📥 67K · ⏱️ 20.05.2025):
+- [Conda](https://anaconda.org/conda-forge/notifiers) (📥 68K · ⏱️ 20.05.2025):
```
conda install -c conda-forge notifiers
```
@@ -1173,7 +1260,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/wasabi) (📥 19M / month):
+- [PyPi](https://pypi.org/project/wasabi) (📥 20M / month · 📦 210 · ⏱️ 31.05.2024):
```
pip install wasabi
```
@@ -1184,42 +1271,41 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
stackprinter (🥉26 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/cknd/stackprinter) (👨💻 9 · 🔀 42 · 📦 450 · 📋 34 - 26% open · ⏱️ 17.04.2026):
+- [GitHub](https://github.com/cknd/stackprinter) (👨💻 9 · 🔀 44 · 📦 450 · 📋 39 - 35% open · ⏱️ 17.04.2026):
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (📥 410K / month):
+- [PyPi](https://pypi.org/project/stackprinter) (📥 430K / month · 📦 54 · ⏱️ 17.04.2026):
```
pip install stackprinter
```
-- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 18K · ⏱️ 20.04.2026):
+- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 19K · ⏱️ 20.04.2026):
```
conda install -c conda-forge stackprinter
```
better-exceptions (🥉23 · ⭐ 4.7K) - Pretty and useful exceptions in Python, automatically. MIT
+better-exceptions (🥉25 · ⭐ 4.7K · 💤) - Pretty and useful exceptions in Python, automatically. MIT
-- [GitHub](https://github.com/Qix-/better-exceptions) (👨💻 19 · 🔀 200 · 📋 80 - 36% open · ⏱️ 22.10.2025):
+- [GitHub](https://github.com/Qix-/better-exceptions) (👨💻 19 · 🔀 200 · 📋 85 - 40% open · ⏱️ 22.10.2025):
```
git clone https://github.com/Qix-/better-exceptions
```
-- [PyPi](https://pypi.org/project/better-exceptions) (📥 470K / month):
+- [PyPi](https://pypi.org/project/better-exceptions) (📥 510K / month · 📦 100 · ⏱️ 29.01.2021):
```
pip install better-exceptions
```
Show 9 hidden projects...
+Show 8 hidden projects...
-- structlog (🥈35 · ⭐ 4.8K) - Simple, powerful, and fast logging for Python.❗Unlicensed
-- prettytable (🥈35 · ⭐ 1.7K · 📈) - Display tabular data in a visually appealing ASCII.. ❗Unlicensed
-- python-json-logger (🥈33 · ⭐ 1.8K · 💀) - Json Formatter for the standard python logger. BSD-2
-- logbook (🥈33 · ⭐ 1.5K) - A cool logging replacement for Python. ❗Unlicensed
+- prettytable (🥈34 · ⭐ 1.7K) - Display tabular data in a visually appealing ASCII table.. ❗Unlicensed
+- logbook (🥈32 · ⭐ 1.5K) - A cool logging replacement for Python. ❗Unlicensed
+- python-json-logger (🥈31 · ⭐ 1.8K · 💀) - Json Formatter for the standard python logger. BSD-2
- python-coloredlogs (🥉30 · ⭐ 560 · 💀) - Colored terminal output for Pythons logging module. MIT
+- rebound (🥉24 · ⭐ 4.1K · 💀) - Instant Stack Overflow results whenever an exception is thrown. ❗️GPL-2.0
- PrettyErrors (🥉23 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible. MIT
- python-devtools (🥉22 · ⭐ 1.1K · 💀) - Dev tools for python. MIT
-- rebound (🥉19 · ⭐ 4.1K · 💀) - Instant Stack Overflow results whenever an exception is.. ❗Unlicensed
- tbvaccine (🥉16 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks. MIT
@@ -1235,14 +1321,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M ``` git clone https://github.com/xxh/xxh ``` -- [PyPi](https://pypi.org/project/xxh-xxh) (📥 620 / month · ⏱️ 06.04.2024): +- [PyPi](https://pypi.org/project/xxh-xxh) (📥 660 / month · ⏱️ 06.04.2024): ``` pip install xxh-xxh ```
Show 1 hidden projects...
-- xonsh (🥇37 · ⭐ 9.3K) - Python-powered shell. Full-featured, cross-platform and AI-friendly.❗Unlicensed
+- xonsh (🥇38 · ⭐ 9.3K) - Python-powered shell. Full-featured, cross-platform and AI-.. ❗️BSD-1-Clause
@@ -1252,36 +1338,36 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M 🔗 best-of-mkdocs ( ⭐ 1.7K) - Collection of MkDocs projects and plugins. -
mkdocs (🥇40 · ⭐ 22K) - Project documentation with Markdown. BSD-2 
+mkdocs-material (🥇43 · ⭐ 27K) - Documentation that simply works. MIT
-- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 260 · 🔀 2.6K · 📦 100K · 📋 2.1K - 6% open · ⏱️ 20.10.2025):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 330 · 🔀 4.1K · 📦 85K · 📋 2.7K - 0% open · ⏱️ 01.05.2026):
```
- git clone https://github.com/mkdocs/mkdocs
+ git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs) (📥 16M / month · 📦 7.1K · ⏱️ 30.08.2024):
+- [PyPi](https://pypi.org/project/mkdocs-material) (📥 16M / month · 📦 9.5K · ⏱️ 19.03.2026):
```
- pip install mkdocs
+ pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 900K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 970K · ⏱️ 27.03.2026):
```
- conda install -c conda-forge mkdocs
+ conda install -c conda-forge mkdocs-material
```
mkdocs-material (🥇39 · ⭐ 27K) - Documentation that simply works. MIT
+mkdocs (🥇40 · ⭐ 22K · 💤) - Project documentation with Markdown. BSD-2
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 330 · 🔀 4.1K · 📦 85K · 📋 2.7K - 0% open · ⏱️ 23.04.2026):
+- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 260 · 🔀 2.6K · 📦 100K · 📋 2.1K - 6% open · ⏱️ 20.10.2025):
```
- git clone https://github.com/squidfunk/mkdocs-material
+ git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (📦 9.5K · ⏱️ 19.03.2026):
+- [PyPi](https://pypi.org/project/mkdocs) (📥 16M / month · 📦 7.1K · ⏱️ 30.08.2024):
```
- pip install mkdocs-material
+ pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 960K · ⏱️ 27.03.2026):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 920K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge mkdocs-material
+ conda install -c conda-forge mkdocs
```
sphinx_rtd_theme (🥈37 · ⭐ 5K) - Sphinx theme from Read the Docs. MIT 
@@ -1300,23 +1386,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge sphinx_rtd_theme
```
mkdocstrings (🥈34 · ⭐ 2.1K) - Automatic documentation from sources, for MkDocs. ISC
-
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 55 · 🔀 120 · 📦 26K · 📋 470 - 1% open · ⏱️ 15.04.2026):
-
- ```
- git clone https://github.com/mkdocstrings/mkdocstrings
- ```
-- [PyPi](https://pypi.org/project/mkdocstrings) (📥 7.3M / month · 📦 2K · ⏱️ 15.04.2026):
- ```
- pip install mkdocstrings
- ```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 340K · ⏱️ 08.02.2026):
- ```
- conda install -c conda-forge mkdocstrings
- ```
-Griffe (🥈34 · ⭐ 650) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
+Griffe (🥈35 · ⭐ 650) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 46 · 🔀 64 · 📦 17K · 📋 300 - 10% open · ⏱️ 30.03.2026):
@@ -1327,27 +1397,43 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (📥 880K · ⏱️ 27.03.2026):
+- [Conda](https://anaconda.org/conda-forge/griffe) (📥 890K · ⏱️ 27.03.2026):
```
conda install -c conda-forge griffe
```
sphinx-autodoc-typehints (🥈34 · ⭐ 590) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 67 · 🔀 110 · 📦 60K · 📋 240 - 0% open · ⏱️ 27.04.2026):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 68 · 🔀 110 · 📦 60K · ⏱️ 04.05.2026):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 10M / month · 📦 6.8K · ⏱️ 15.04.2026):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (📥 11M / month · 📦 6.8K · ⏱️ 15.04.2026):
```
pip install sphinx-autodoc-typehints
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 1M · ⏱️ 16.04.2026):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (📥 1.1M · ⏱️ 16.04.2026):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
mkdocstrings (🥈33 · ⭐ 2.1K) - Automatic documentation from sources, for MkDocs. ISC
+
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 55 · 🔀 120 · 📦 27K · 📋 470 - 1% open · ⏱️ 15.04.2026):
+
+ ```
+ git clone https://github.com/mkdocstrings/mkdocstrings
+ ```
+- [PyPi](https://pypi.org/project/mkdocstrings) (📥 7.3M / month · 📦 2K · ⏱️ 15.04.2026):
+ ```
+ pip install mkdocstrings
+ ```
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 340K · ⏱️ 08.02.2026):
+ ```
+ conda install -c conda-forge mkdocstrings
+ ```
+breathe (🥈30 · ⭐ 820) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
- [GitHub](https://github.com/breathe-doc/breathe) (👨💻 120 · 🔀 210 · 📥 820 · 📦 20K · 📋 620 - 31% open · ⏱️ 01.12.2025):
@@ -1371,7 +1457,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 5.4M / month · 📦 2.3K · ⏱️ 25.08.2025):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (📥 5.3M / month · 📦 2.3K · ⏱️ 25.08.2025):
```
pip install sphinx-autobuild
```
@@ -1380,36 +1466,36 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge sphinx-autobuild
```
pdoc3 (🥉28 · ⭐ 1.2K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
+blacken-docs (🥉27 · ⭐ 680) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/pdoc3/pdoc) (👨💻 69 · 🔀 140 · 📦 5.1K · 📋 330 - 28% open · ⏱️ 03.11.2025):
+- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 26 · 🔀 45 · 📦 1.6K · 📋 81 - 11% open · ⏱️ 21.04.2026):
```
- git clone https://github.com/pdoc3/pdoc
+ git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/pdoc3) (📥 810K / month):
+- [PyPi](https://pypi.org/project/blacken-docs) (📥 150K / month · 📦 120 · ⏱️ 08.09.2025):
```
- pip install pdoc3
+ pip install blacken-docs
```
-- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 2.7K · ⏱️ 17.10.2025):
+- [Conda](https://anaconda.org/conda-forge/blacken-docs) (📥 61K · ⏱️ 08.09.2025):
```
- conda install -c anaconda pdoc3
+ conda install -c conda-forge blacken-docs
```
blacken-docs (🥉27 · ⭐ 680) - Run `black` on python code blocks in documentation files. MIT
+pdoc3 (🥉26 · ⭐ 1.2K · 📉) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
-- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 26 · 🔀 45 · 📦 1.6K · 📋 81 - 11% open · ⏱️ 21.04.2026):
+- [GitHub](https://github.com/pdoc3/pdoc) (👨💻 69 · 🔀 140 · 📋 340 - 30% open · ⏱️ 03.11.2025):
```
- git clone https://github.com/asottile/blacken-docs
+ git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/blacken-docs) (📥 140K / month · 📦 120 · ⏱️ 08.09.2025):
+- [PyPi](https://pypi.org/project/pdoc3) (📥 750K / month · 📦 490 · ⏱️ 20.03.2025):
```
- pip install blacken-docs
+ pip install pdoc3
```
-- [Conda](https://anaconda.org/conda-forge/blacken-docs) (📥 61K · ⏱️ 08.09.2025):
+- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 2.7K · ⏱️ 17.10.2025):
```
- conda install -c conda-forge blacken-docs
+ conda install -c anaconda pdoc3
```
mkdocs-awesome-pages-plugin (🥉24 · ⭐ 620) - A plugin for customizing the navigation structure of.. MIT
@@ -1419,31 +1505,31 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 790K / month):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 800K / month · 📦 220 · ⏱️ 22.12.2024):
```
pip install mkdocs-awesome-pages-plugin
```
lazydocs (🥉23 · ⭐ 250 · 💤) - Generate markdown API documentation from Google-style Python.. MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 13 · 🔀 45 · 📦 410 · 📋 44 - 4% open · ⏱️ 28.08.2025):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 13 · 🔀 45 · 📦 410 · 📋 46 - 8% open · ⏱️ 28.08.2025):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (📥 20K / month):
+- [PyPi](https://pypi.org/project/lazydocs) (📥 24K / month · 📦 65 · ⏱️ 27.07.2021):
```
pip install lazydocs
```
mkdocs-pdf-export-plugin (🥉22 · ⭐ 340) - An MkDocs plugin to export content pages as PDF files. MIT
+mkdocs-pdf-export-plugin (🥉22 · ⭐ 340 · 💤) - An MkDocs plugin to export content pages as PDF files. MIT
- [GitHub](https://github.com/zhaoterryy/mkdocs-pdf-export-plugin) (👨💻 12 · 🔀 39 · 📦 1.5K · 📋 90 - 48% open · ⏱️ 08.10.2025):
```
git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (📥 38K / month):
+- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (📥 38K / month · 📦 6 · ⏱️ 05.10.2021):
```
pip install mkdocs-pdf-export-plugin
```
@@ -1470,11 +1556,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT MIT MIT MIT
- pytkdocs (🥉23 · ⭐ 54 · 💀) - Load Python objects documentation. ISC
- pycco (🥉22 · ⭐ 860 · 💀) - Literate-style documentation generator. MIT
- releases (🥉22 · ⭐ 180 · 💀) - A powerful Sphinx changelog-generating extension. BSD-2 MIT
-- mkdocs-git-revision-date-plugin (🥉21 · ⭐ 61 · 💀) - MkDocs plugin for setting revision date from git per.. MIT MIT MIT @@ -1483,9 +1569,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyelftools (🥇32 · ⭐ 2.2K) - Parsing ELF and DWARF in Python. Unlicense
+pyelftools (🥇33 · ⭐ 2.2K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/eliben/pyelftools) (👨💻 110 · 🔀 540 · 📦 12K · 📋 300 - 26% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/eliben/pyelftools) (👨💻 110 · 🔀 540 · 📦 12K · 📋 280 - 20% open · ⏱️ 07.05.2026):
```
git clone https://github.com/eliben/pyelftools
@@ -1499,14 +1585,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyelftools
```
PySnooper (🥈31 · ⭐ 17K) - Never use print for debugging again. MIT
+PySnooper (🥈32 · ⭐ 17K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 29 · 🔀 950 · 📦 2.1K · 📋 140 - 20% open · ⏱️ 08.03.2026):
+- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 29 · 🔀 950 · 📦 2.1K · 📋 140 - 20% open · ⏱️ 02.05.2026):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (📥 490K / month):
+- [PyPi](https://pypi.org/project/pysnooper) (📥 550K / month · 📦 67 · ⏱️ 31.05.2025):
```
pip install pysnooper
```
@@ -1522,7 +1608,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (📥 1.7M / month · 📦 600 · ⏱️ 03.04.2026):
+- [PyPi](https://pypi.org/project/icecream) (📥 1.6M / month · 📦 600 · ⏱️ 03.04.2026):
```
pip install icecream
```
@@ -1531,7 +1617,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge icecream
```
ipdb (🥈31 · ⭐ 2K) - Integration of IPython pdb. BSD-3
+ipdb (🥈30 · ⭐ 2K) - Integration of IPython pdb. BSD-3
- [GitHub](https://github.com/gotcha/ipdb) (👨💻 60 · 🔀 150 · 📦 68K · 📋 210 - 36% open · ⏱️ 27.02.2026):
@@ -1542,43 +1628,47 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 820K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 830K · ⏱️ 22.04.2025):
```
conda install -c conda-forge ipdb
```
gdbgui (🥉27 · ⭐ 10K · 💤) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. ❗️GPL-3.0
-- [GitHub](https://github.com/cs01/gdbgui) (👨💻 44 · 🔀 510 · 📥 20K · 📦 510 · 📋 340 - 48% open · ⏱️ 29.06.2025):
+- [GitHub](https://github.com/cs01/gdbgui) (👨💻 45 · 🔀 510 · 📥 20K · 📦 510 · 📋 340 - 49% open · ⏱️ 29.06.2025):
```
git clone https://github.com/cs01/gdbgui
```
-- [PyPi](https://pypi.org/project/gdbgui) (📥 8.8K / month):
+- [PyPi](https://pypi.org/project/gdbgui) (📥 8.8K / month · 📦 2 · ⏱️ 29.06.2025):
```
pip install gdbgui
```
pyrasite (🥉22 · ⭐ 2.9K · 💤) - Inject code into running Python processes. ❗️GPL-3.0
+snoop (🥉23 · ⭐ 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT
-- [GitHub](https://github.com/lmacken/pyrasite) (👨💻 25 · 🔀 200 · 📦 74 · 📋 60 - 71% open · ⏱️ 07.04.2025):
+- [GitHub](https://github.com/alexmojaki/snoop) (👨💻 22 · 🔀 42 · 📋 57 - 45% open · ⏱️ 11.01.2026):
```
- git clone https://github.com/lmacken/pyrasite
+ git clone https://github.com/alexmojaki/snoop
+ ```
+- [PyPi](https://pypi.org/project/snoop) (📥 190K / month · 📦 41 · ⏱️ 06.10.2024):
```
-- [PyPi](https://pypi.org/project/pyrasite) (📥 65K / month):
+ pip install snoop
```
- pip install pyrasite
+- [Conda](https://anaconda.org/conda-forge/snoop) (📥 14K · ⏱️ 22.04.2025):
+ ```
+ conda install -c conda-forge snoop
```
python-hunter (🥉21 · ⭐ 870 · 💤) - Hunter is a flexible code tracing toolkit. BSD-2
+python-hunter (🥉23 · ⭐ 870 · 💤) - Hunter is a flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 10 · 🔀 51 · 📋 100 - 45% open · ⏱️ 22.08.2025):
+- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 10 · 🔀 51 · 📋 100 - 46% open · ⏱️ 22.08.2025):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (📥 690K / month):
+- [PyPi](https://pypi.org/project/hunter) (📥 640K / month · 📦 17 · ⏱️ 22.08.2025):
```
pip install hunter
```
@@ -1587,39 +1677,24 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge hunter
```
snoop (🥉20 · ⭐ 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT
-
-- [GitHub](https://github.com/alexmojaki/snoop) (👨💻 22 · 🔀 42 · 📋 57 - 45% open · ⏱️ 11.01.2026):
-
- ```
- git clone https://github.com/alexmojaki/snoop
- ```
-- [PyPi](https://pypi.org/project/snoop) (📥 230K / month):
- ```
- pip install snoop
- ```
-- [Conda](https://anaconda.org/conda-forge/snoop) (📥 13K · ⏱️ 22.04.2025):
- ```
- conda install -c conda-forge snoop
- ```
-Birdseye (🥉17 · ⭐ 1.7K · 💤) - Graphical Python debugger which lets you easily view the values of.. MIT
+Birdseye (🥉20 · ⭐ 1.7K · 💤) - Graphical Python debugger which lets you easily view the values of.. MIT
-- [GitHub](https://github.com/alexmojaki/birdseye) (👨💻 10 · 🔀 72 · 📋 58 - 36% open · ⏱️ 06.09.2025):
+- [GitHub](https://github.com/alexmojaki/birdseye) (👨💻 10 · 🔀 73 · 📋 58 - 36% open · ⏱️ 06.09.2025):
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (📥 1.7K / month):
+- [PyPi](https://pypi.org/project/birdseye) (📥 1.8K / month · 📦 9 · ⏱️ 06.09.2025):
```
pip install birdseye
```
Show 4 hidden projects...
+Show 5 hidden projects...
- pudb (🥇33 · ⭐ 3.2K) - Full-screen console debugger for Python.❗Unlicensed
-- pdbpp (🥉28 · ⭐ 1.5K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- python-manhole (🥉19 · ⭐ 400 · 💀) - Debugging manhole for python applications. BSD-2
+- pdbpp (🥉27 · ⭐ 1.5K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+- pyrasite (🥉23 · ⭐ 2.9K · 💀) - Inject code into running Python processes. ❗️GPL-3.0
+- python-manhole (🥉20 · ⭐ 400 · 💀) - Debugging manhole for python applications. BSD-2
- reloadium (🥉18 · ⭐ 3K · 💀) - Hot Reloading and Profiling for Python. Apache-2
@@ -1634,28 +1709,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest (🥇50 · ⭐ 14K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 1.1K · 🔀 3.1K · 📥 29K · 📦 1.8M · 📋 6.3K - 13% open · ⏱️ 29.04.2026):
+- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 1.1K · 🔀 3.1K · 📥 29K · 📦 1.8M · 📋 6.4K - 15% open · ⏱️ 03.05.2026):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (📥 670M / month):
+- [PyPi](https://pypi.org/project/pytest) (📥 700M / month · 📦 150K · ⏱️ 07.04.2026):
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (📥 47M · ⏱️ 10.04.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest) (📥 48M · ⏱️ 10.04.2026):
```
conda install -c conda-forge pytest
```
robotframework (🥇43 · ⭐ 12K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (👨💻 230 · 🔀 2.5K · 📥 580 · 📦 14K · 📋 4.8K - 5% open · ⏱️ 29.04.2026):
+- [GitHub](https://github.com/robotframework/robotframework) (👨💻 230 · 🔀 2.5K · 📥 580 · 📦 14K · 📋 4.8K - 5% open · ⏱️ 07.05.2026):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (📥 4.7M / month):
+- [PyPi](https://pypi.org/project/robotframework) (📥 4.8M / month · 📦 1.1K · ⏱️ 03.03.2026):
```
pip install robotframework
```
@@ -1666,28 +1741,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
tox (🥇43 · ⭐ 3.9K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (👨💻 350 · 🔀 550 · 📦 140K · 📋 1.9K - 0% open · ⏱️ 23.04.2026):
+- [GitHub](https://github.com/tox-dev/tox) (👨💻 350 · 🔀 550 · 📦 140K · ⏱️ 04.05.2026):
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (📥 42M / month · 📦 13K · ⏱️ 14.04.2026):
+- [PyPi](https://pypi.org/project/tox) (📥 44M / month · 📦 13K · ⏱️ 02.05.2026):
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (📥 1.8M · ⏱️ 09.04.2026):
+- [Conda](https://anaconda.org/conda-forge/tox) (📥 1.8M · ⏱️ 02.05.2026):
```
conda install -c conda-forge tox
```
hypothesis (🥇42 · ⭐ 8.6K) - The property-based testing library for Python. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨💻 370 · 🔀 640 · 📦 40K · 📋 1.8K - 4% open · ⏱️ 27.04.2026):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨💻 370 · 🔀 640 · 📦 41K · 📋 1.8K - 4% open · ⏱️ 27.04.2026):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (📥 32M / month · 📦 5.3K · ⏱️ 27.04.2026):
+- [PyPi](https://pypi.org/project/hypothesis) (📥 34M / month · 📦 5.3K · ⏱️ 27.04.2026):
```
pip install hypothesis
```
@@ -1696,20 +1771,16 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge hypothesis
```
pytest-asyncio (🥇40 · ⭐ 1.6K) - Asyncio support for pytest. Apache-2
+playwright-python (🥇41 · ⭐ 15K · 📈) - Python version of the Playwright testing and.. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 78 · 🔀 180 · 📥 1.9K · 📦 200K · 📋 390 - 11% open · ⏱️ 25.04.2026):
+- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 52 · 🔀 1.1K · 📦 54K · 📋 1.6K - 5% open · ⏱️ 07.05.2026):
```
- git clone https://github.com/pytest-dev/pytest-asyncio
- ```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 170M / month):
- ```
- pip install pytest-asyncio
+ git clone https://github.com/microsoft/playwright-python
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 3.1M · ⏱️ 10.11.2025):
+- [PyPi](https://pypi.org/project/playwright) (📥 88M / month · 📦 5.5K · ⏱️ 29.04.2026):
```
- conda install -c conda-forge pytest-asyncio
+ pip install playwright
```
pytest-cov (🥈39 · ⭐ 2K) - Coverage plugin for pytest. MIT
@@ -1728,6 +1799,22 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-cov
```
pytest-asyncio (🥈39 · ⭐ 1.6K) - Asyncio support for pytest. Apache-2
+
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 78 · 🔀 180 · 📥 1.9K · 📦 200K · 📋 400 - 13% open · ⏱️ 01.05.2026):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-asyncio
+ ```
+- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 170M / month · 📦 37K · ⏱️ 02.05.2026):
+ ```
+ pip install pytest-asyncio
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 3.2M · ⏱️ 10.11.2025):
+ ```
+ conda install -c conda-forge pytest-asyncio
+ ```
+pytest-xdist (🥈38 · ⭐ 1.8K) - pytest plugin for distributed testing and loop-on-failures.. MIT
- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 120 · 🔀 260 · 📥 460 · 📦 130K · 📋 710 - 42% open · ⏱️ 28.04.2026):
@@ -1735,7 +1822,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (📥 130M / month):
+- [PyPi](https://pypi.org/project/pytest-xdist) (📥 130M / month · 📦 5.6K · ⏱️ 01.07.2025):
```
pip install pytest-xdist
```
@@ -1751,11 +1838,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (📥 91M / month · 📦 9.4K · ⏱️ 16.09.2025):
+- [PyPi](https://pypi.org/project/pytest-mock) (📥 92M / month · 📦 9.4K · ⏱️ 16.09.2025):
```
pip install pytest-mock
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 5M · ⏱️ 17.09.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (📥 5.1M · ⏱️ 17.09.2025):
```
conda install -c conda-forge pytest-mock
```
@@ -1767,7 +1854,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pytest-dev/pytest-html
```
-- [PyPi](https://pypi.org/project/pytest-html) (📥 21M / month · 📦 1.1K · ⏱️ 19.01.2026):
+- [PyPi](https://pypi.org/project/pytest-html) (📥 22M / month · 📦 1.1K · ⏱️ 19.01.2026):
```
pip install pytest-html
```
@@ -1776,14 +1863,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-html
```
nox (🥈34 · ⭐ 1.5K) - Flexible test automation for Python. Apache-2
+
+- [GitHub](https://github.com/wntrblm/nox) (👨💻 120 · 🔀 180 · 📦 7.8K · 📋 440 - 15% open · ⏱️ 27.04.2026):
+
+ ```
+ git clone https://github.com/theacodes/nox
+ ```
+- [PyPi](https://pypi.org/project/nox) (📥 6M / month · 📦 1.6K · ⏱️ 10.04.2026):
+ ```
+ pip install nox
+ ```
+- [Conda](https://anaconda.org/conda-forge/nox) (📥 580K · ⏱️ 10.04.2026):
+ ```
+ conda install -c conda-forge nox
+ ```
+nose2 (🥈34 · ⭐ 820) - The successor to nose, based on unittest2. BSD-2
+
+- [GitHub](https://github.com/nose-devs/nose2) (👨💻 84 · 🔀 130 · 📦 27K · 📋 280 - 17% open · ⏱️ 06.04.2026):
+
+ ```
+ git clone https://github.com/nose-devs/nose2
+ ```
+- [PyPi](https://pypi.org/project/nose2) (📥 660K / month · 📦 360 · ⏱️ 02.03.2026):
+ ```
+ pip install nose2
+ ```
+- [Conda](https://anaconda.org/conda-forge/nose2) (📥 230K · ⏱️ 22.04.2025):
+ ```
+ conda install -c conda-forge nose2
+ ```
+coveralls-python (🥈34 · ⭐ 570) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 67 · 🔀 190 · 📦 37K · 📋 180 - 4% open · ⏱️ 26.04.2026):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 67 · 🔀 190 · 📦 37K · 📋 180 - 4% open · ⏱️ 04.05.2026):
```
git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (📥 1.7M / month · 📦 2.6K · ⏱️ 28.02.2026):
+- [PyPi](https://pypi.org/project/coveralls) (📥 1.6M / month · 📦 2.6K · ⏱️ 28.02.2026):
```
pip install coveralls
```
@@ -1794,12 +1913,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mimesis (🥈33 · ⭐ 4.8K) - Mimesis is a fast Python library for generating fake data in multiple.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 120 · 🔀 350 · 📥 870 · 📦 2.3K · 📋 360 - 3% open · ⏱️ 18.01.2026):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 130 · 🔀 350 · 📥 870 · 📦 2.3K · 📋 360 - 3% open · ⏱️ 18.01.2026):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (📥 1.8M / month):
+- [PyPi](https://pypi.org/project/mimesis) (📥 1.9M / month · 📦 83 · ⏱️ 11.01.2026):
```
pip install mimesis
```
@@ -1808,22 +1927,6 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mimesis
```
nox (🥈33 · ⭐ 1.5K) - Flexible test automation for Python. Apache-2
-
-- [GitHub](https://github.com/wntrblm/nox) (👨💻 120 · 🔀 180 · 📦 7.8K · 📋 440 - 15% open · ⏱️ 27.04.2026):
-
- ```
- git clone https://github.com/theacodes/nox
- ```
-- [PyPi](https://pypi.org/project/nox) (📥 5.9M / month):
- ```
- pip install nox
- ```
-- [Conda](https://anaconda.org/conda-forge/nox) (📥 580K · ⏱️ 10.04.2026):
- ```
- conda install -c conda-forge nox
- ```
-pytest-bdd (🥈33 · ⭐ 1.4K) - BDD library for the pytest runner. MIT
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (👨💻 67 · 🔀 240 · 📦 4.8K · 📋 380 - 22% open · ⏱️ 06.04.2026):
@@ -1831,7 +1934,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (📥 2.7M / month · 📦 110 · ⏱️ 05.12.2024):
+- [PyPi](https://pypi.org/project/pytest-bdd) (📥 2.8M / month · 📦 110 · ⏱️ 05.12.2024):
```
pip install pytest-bdd
```
@@ -1840,19 +1943,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-bdd
```
playwright-python (🥈32 · ⭐ 15K · 📉) - Python version of the Playwright testing and.. Apache-2
+freezegun (🥉32 · ⭐ 4.5K · 💤) - Let your Python tests travel through time. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 51 · 🔀 1.1K · 📦 54K · 📋 1.5K - 0% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/spulec/freezegun) (👨💻 130 · 🔀 290 · 📥 180 · 📋 360 - 40% open · ⏱️ 19.08.2025):
```
- git clone https://github.com/microsoft/playwright-python
+ git clone https://github.com/spulec/freezegun
```
-- [PyPi](https://pypi.org/project/playwright):
+- [PyPi](https://pypi.org/project/freezegun) (📥 41M / month · 📦 1.3K · ⏱️ 09.08.2025):
```
- pip install playwright
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 2M · ⏱️ 09.08.2025):
+ ```
+ conda install -c conda-forge freezegun
```
pytest-benchmark (🥈32 · ⭐ 1.4K) - pytest fixture for benchmarking code. BSD-2
+pytest-benchmark (🥉31 · ⭐ 1.4K) - pytest fixture for benchmarking code. BSD-2
- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 54 · 🔀 130 · 📋 220 - 55% open · ⏱️ 26.03.2026):
@@ -1868,23 +1975,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-benchmark
```
factory_boy (🥈30 · ⭐ 3.8K) - A test fixtures replacement for Python. MIT
+factory_boy (🥉30 · ⭐ 3.8K) - A test fixtures replacement for Python. MIT
- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 410 · 📋 640 - 29% open · ⏱️ 14.12.2025):
```
git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/factory_boy) (📥 23M / month · 📦 650 · ⏱️ 03.02.2025):
+- [PyPi](https://pypi.org/project/factory_boy) (📥 24M / month · 📦 650 · ⏱️ 03.02.2025):
```
pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 320K · ⏱️ 25.04.2025):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 330K · ⏱️ 25.04.2025):
```
conda install -c conda-forge factory_boy
```
pytest-testinfra (🥈30 · ⭐ 2.5K · 💤) - Testinfra test your infrastructures. Apache-2
+pytest-testinfra (🥉30 · ⭐ 2.5K · 💤) - Testinfra test your infrastructures. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 140 · 🔀 360 · 📦 2.6K · 📋 380 - 38% open · ⏱️ 12.08.2025):
@@ -1900,7 +2007,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-testinfra
```
pytest-sugar (🥈30 · ⭐ 1.5K) - a plugin for py.test that changes the default look and feel.. BSD-3
+pytest-sugar (🥉30 · ⭐ 1.5K) - a plugin for py.test that changes the default look and feel.. BSD-3
- [GitHub](https://github.com/Teemu/pytest-sugar) (👨💻 58 · 🔀 82 · 📥 55 · 📦 30K · 📋 130 - 25% open · ⏱️ 12.12.2025):
@@ -1911,7 +2018,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 510K · ⏱️ 24.08.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 520K · ⏱️ 24.08.2025):
```
conda install -c conda-forge pytest-sugar
```
@@ -1923,7 +2030,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (📥 400K / month · 📦 160 · ⏱️ 13.09.2025):
+- [PyPi](https://pypi.org/project/asv) (📥 390K / month · 📦 160 · ⏱️ 13.09.2025):
```
pip install asv
```
@@ -1943,105 +2050,88 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-randomly
```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 380K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (📥 390K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pytest-randomly
```
freezegun (🥉27 · ⭐ 4.5K · 💤) - Let your Python tests travel through time. Apache-2
+pytest-testmon (🥉27 · ⭐ 980) - Selects tests affected by changed files. Executes the right.. MIT
-- [GitHub](https://github.com/spulec/freezegun) (👨💻 130 · 🔀 290 · 📥 180 · 📋 330 - 36% open · ⏱️ 19.08.2025):
+- [GitHub](https://github.com/tarpas/pytest-testmon) (👨💻 29 · 🔀 77 · 📦 1.6K · 📋 180 - 20% open · ⏱️ 01.12.2025):
```
- git clone https://github.com/spulec/freezegun
- ```
-- [PyPi](https://pypi.org/project/freezegun) (📥 41M / month):
- ```
- pip install freezegun
- ```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 2M · ⏱️ 09.08.2025):
- ```
- conda install -c conda-forge freezegun
+ git clone https://github.com/tarpas/pytest-testmon
```
-pytest-docker (🥉26 · ⭐ 490) - Docker-based integration tests. MIT
-
-- [GitHub](https://github.com/avast/pytest-docker) (👨💻 30 · 🔀 70 · 📥 250 · 📦 2.6K · 📋 55 - 25% open · ⏱️ 12.11.2025):
-
+- [PyPi](https://pypi.org/project/pytest-testmon) (📥 2.7M / month · 📦 59 · ⏱️ 01.12.2025):
```
- git clone https://github.com/avast/pytest-docker
+ pip install pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-docker) (📥 1.5M / month):
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 150K · ⏱️ 22.04.2025):
```
- pip install pytest-docker
+ conda install -c conda-forge pytest-testmon
```
pytest-mypy (🥉26 · ⭐ 260 · 💤) - Mypy static type checker plugin for Pytest. MIT
+xdoctest (🥉27 · ⭐ 220) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/realpython/pytest-mypy) (👨💻 16 · 🔀 33 · 📦 4.8K · 📋 72 - 9% open · ⏱️ 02.04.2025):
+- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 13 · 🔀 19 · 📥 300 · 📋 61 - 40% open · ⏱️ 12.04.2026):
```
- git clone https://github.com/dbader/pytest-mypy
+ git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (📥 580K / month):
+- [PyPi](https://pypi.org/project/xdoctest) (📥 1.1M / month · 📦 260 · ⏱️ 27.03.2026):
```
- pip install pytest-mypy
+ pip install xdoctest
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 130K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 280K · ⏱️ 27.03.2026):
```
- conda install -c conda-forge pytest-mypy
+ conda install -c conda-forge xdoctest
```
pytest-testmon (🥉24 · ⭐ 980) - Selects tests affected by changed files. Executes the right.. MIT
+pytest-docker (🥉25 · ⭐ 490) - Docker-based integration tests. MIT
-- [GitHub](https://github.com/tarpas/pytest-testmon) (👨💻 29 · 🔀 72 · 📦 1.6K · 📋 170 - 18% open · ⏱️ 01.12.2025):
+- [GitHub](https://github.com/avast/pytest-docker) (👨💻 30 · 🔀 77 · 📥 250 · 📦 2.6K · 📋 62 - 33% open · ⏱️ 12.11.2025):
```
- git clone https://github.com/tarpas/pytest-testmon
- ```
-- [PyPi](https://pypi.org/project/pytest-testmon):
- ```
- pip install pytest-testmon
+ git clone https://github.com/avast/pytest-docker
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (📥 140K · ⏱️ 22.04.2025):
+- [PyPi](https://pypi.org/project/pytest-docker) (📥 1.6M / month · 📦 150 · ⏱️ 12.11.2025):
```
- conda install -c conda-forge pytest-testmon
+ pip install pytest-docker
```
xdoctest (🥉23 · ⭐ 220) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+pytest-datadir (🥉24 · ⭐ 280) - pytest plugin for manipulating test data directories and.. MIT
-- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 13 · 🔀 19 · 📥 290 · 📋 58 - 37% open · ⏱️ 12.04.2026):
+- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (👨💻 16 · 🔀 25 · 📥 90 · 📦 2.2K · 📋 23 - 13% open · ⏱️ 16.03.2026):
```
- git clone https://github.com/Erotemic/xdoctest
+ git clone https://github.com/gabrielcnr/pytest-datadir
```
-- [PyPi](https://pypi.org/project/xdoctest) (📥 1M / month):
+- [PyPi](https://pypi.org/project/pytest-datadir) (📥 1.6M / month · 📦 270 · ⏱️ 30.07.2025):
```
- pip install xdoctest
+ pip install pytest-datadir
```
-- [Conda](https://anaconda.org/conda-forge/xdoctest) (📥 270K · ⏱️ 27.03.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (📥 460K · ⏱️ 30.07.2025):
```
- conda install -c conda-forge xdoctest
+ conda install -c conda-forge pytest-datadir
```
Show 16 hidden projects...
+Show 15 hidden projects...
-- pyautogui (🥈34 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings...BSD-3
-- nose (🥈30 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗Unlicensed
-- nose2 (🥈30 · ⭐ 820) - The successor to nose, based on unittest2. ❗Unlicensed
+- pyautogui (🥈35 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings... BSD-3
+- nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
- green (🥉28 · ⭐ 800 · 💀) - Green is a clean, colorful, fast python test runner. MIT
-- PyHamcrest (🥉28 · ⭐ 800 · 📈) - Hamcrest matchers for Python. ❗Unlicensed
+- PyHamcrest (🥉27 · ⭐ 800) - Hamcrest matchers for Python. ❗Unlicensed
- ddt (🥉27 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest. MIT
-- uiautomator (🥉25 · ⭐ 2.1K · 💀) - Python wrapper of Android uiautomator test tool. MIT
+- uiautomator (🥉26 · ⭐ 2.1K · 💀) - Python wrapper of Android uiautomator test tool. MIT
+- pytest-watch (🥉26 · ⭐ 760 · 💀) - Local continuous test runner with pytest and watchdog. MIT MIT MIT
-- pytest-watch (🥉24 · ⭐ 760 · 💀) - Local continuous test runner with pytest and watchdog. MIT MIT BSD-2
- pytest-plugins (🥉22 · ⭐ 600 · 💀) - A grab-bag of nifty pytest plugins. MIT
-- pytest-datadir (🥉22 · ⭐ 280) - pytest plugin for manipulating test data directories.. ❗Unlicensed BSD-3
- fake2db (🥉18 · ⭐ 2.4K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0
-- assertpy (🥉14 · ⭐ 20 · 💀) - Simple assertion library for unit testing in python with a fluent API. BSD-3
-- pytest-play (🥉12 · ⭐ 71 · 💀) - pytest plugin that let you automate actions and.. Apache-2 Apache-2 @@ -2053,12 +2143,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyinstaller (🥇44 · ⭐ 13K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 490 · 🔀 1.9K · 📥 750K · 📦 88K · 📋 5.6K - 4% open · ⏱️ 26.04.2026):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 490 · 🔀 2K · 📥 750K · 📦 88K · 📋 5.6K - 5% open · ⏱️ 26.04.2026):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (📥 8.8M / month):
+- [PyPi](https://pypi.org/project/pyinstaller) (📥 9M / month · 📦 2K · ⏱️ 22.04.2026):
```
pip install pyinstaller
```
@@ -2069,7 +2159,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Nuitka (🥇40 · ⭐ 15K) - Nuitka is a Python compiler written in Python. Its fully compatible.. ❗️AGPL-3.0
-- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 210 · 🔀 770 · 📦 3.8K · 📋 2.8K - 7% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 210 · 🔀 770 · 📦 3.8K · 📋 2.8K - 7% open · ⏱️ 06.05.2026):
```
git clone https://github.com/Nuitka/Nuitka
@@ -2083,50 +2173,38 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge nuitka
```
briefcase (🥈34 · ⭐ 3.3K) - Tools to support converting a Python project into a standalone.. BSD-3
-
-- [GitHub](https://github.com/beeware/briefcase) (👨💻 200 · 🔀 480 · 📥 1.1K · 📦 860 · 📋 1K - 17% open · ⏱️ 27.04.2026):
-
- ```
- git clone https://github.com/beeware/briefcase
- ```
-- [PyPi](https://pypi.org/project/briefcase) (📥 50K / month · 📦 45 · ⏱️ 09.03.2026):
- ```
- pip install briefcase
- ```
-pex (🥈31 · ⭐ 4.2K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
+pex (🥈34 · ⭐ 4.2K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pex-tool/pex) (👨💻 130 · 🔀 310 · 📥 470K · 📋 1.2K - 4% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/pex-tool/pex) (👨💻 130 · 🔀 310 · 📥 530K · 📋 1.2K - 4% open · ⏱️ 05.05.2026):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (📥 5.1M / month):
+- [PyPi](https://pypi.org/project/pex) (📥 5.4M / month · 📦 64 · ⏱️ 05.05.2026):
```
pip install pex
```
py2app (🥈29 · ⭐ 420) - py2app is a Python setuptools command which will allow you to make.. MIT
+briefcase (🥈34 · ⭐ 3.3K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/ronaldoussoren/py2app) (👨💻 31 · 🔀 45 · 📦 5.6K · 📋 540 - 41% open · ⏱️ 25.01.2026):
+- [GitHub](https://github.com/beeware/briefcase) (👨💻 200 · 🔀 490 · 📥 1.2K · 📦 860 · 📋 1K - 17% open · ⏱️ 06.05.2026):
```
- git clone https://github.com/ronaldoussoren/py2app
+ git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/py2app) (📥 63K / month · 📦 42 · ⏱️ 13.02.2026):
+- [PyPi](https://pypi.org/project/briefcase) (📥 56K / month · 📦 45 · ⏱️ 06.05.2026):
```
- pip install py2app
+ pip install briefcase
```
cx_Freeze (🥉27 · ⭐ 1.5K) - Creates standalone executables from Python scripts with the.. ❗Unlicensed
+cx_Freeze (🥈30 · ⭐ 1.5K) - Creates standalone executables from Python scripts with the.. ❗Unlicensed
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 120 · 🔀 240 · 📋 1.1K - 4% open · ⏱️ 30.04.2026):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 120 · 🔀 240 · 📋 1.1K - 4% open · ⏱️ 04.05.2026):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (📥 180K / month):
+- [PyPi](https://pypi.org/project/cx_freeze) (📥 200K / month · 📦 140 · ⏱️ 13.04.2026):
```
pip install cx_freeze
```
@@ -2135,9 +2213,21 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge cx_freeze
```
py2app (🥉28 · ⭐ 420) - py2app is a Python setuptools command which will allow you to make.. MIT
+
+- [GitHub](https://github.com/ronaldoussoren/py2app) (👨💻 31 · 🔀 45 · 📦 5.6K · 📋 540 - 41% open · ⏱️ 25.01.2026):
+
+ ```
+ git clone https://github.com/ronaldoussoren/py2app
+ ```
+- [PyPi](https://pypi.org/project/py2app) (📥 62K / month · 📦 42 · ⏱️ 13.02.2026):
+ ```
+ pip install py2app
+ ```
+constructor (🥉27 · ⭐ 500) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/conda/constructor) (👨💻 79 · 🔀 180 · 📥 290 · 📦 27 · 📋 450 - 9% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/conda/constructor) (👨💻 79 · 🔀 180 · 📥 290 · 📦 27 · 📋 450 - 9% open · ⏱️ 05.05.2026):
```
git clone https://github.com/conda/constructor
@@ -2154,31 +2244,31 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/py2exe/py2exe
```
-- [PyPi](https://pypi.org/project/py2exe) (📥 11K / month · 📦 11 · ⏱️ 16.07.2025):
+- [PyPi](https://pypi.org/project/py2exe) (📥 10K / month · 📦 11 · ⏱️ 16.07.2025):
```
pip install py2exe
```
shiv (🥉22 · ⭐ 1.9K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+shiv (🥉24 · ⭐ 1.9K) - shiv is a command line utility for building fully self contained Python.. BSD-2
-- [GitHub](https://github.com/linkedin/shiv) (👨💻 44 · 🔀 110 · 📥 2.7K · 📋 130 - 37% open · ⏱️ 10.01.2026):
+- [GitHub](https://github.com/linkedin/shiv) (👨💻 44 · 🔀 110 · 📥 2.7K · 📋 150 - 44% open · ⏱️ 10.01.2026):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (📥 230K / month):
+- [PyPi](https://pypi.org/project/shiv) (📥 240K / month · 📦 29 · ⏱️ 01.11.2024):
```
pip install shiv
```
Show 6 hidden projects...
-- packaging (🥈39 · ⭐ 720) - Core utilities for Python packages.❗Unlicensed
+- packaging (🥈39 · ⭐ 730) - Core utilities for Python packages. ❗Unlicensed
- PyOxidizer (🥉27 · ⭐ 6.1K · 💀) - A modern Python application packaging and distribution tool. MPL-2.0
- pynsist (🥉23 · ⭐ 990 · 💀) - Build Windows installers for Python applications. MIT
-- xar (🥉19 · ⭐ 1.6K · 💀) - executable archive format. ❗Unlicensed
+- xar (🥉21 · ⭐ 1.6K · 💀) - executable archive format. BSD-3
+- pyship (🥉15 · ⭐ 44) - pyship - ship Python desktop apps to end users. MIT
- subpar (🥉13 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (🥉13 · ⭐ 44) - pyship - ship Python desktop apps to end users. MIT
@@ -2202,36 +2292,52 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M conda install -c conda-forge setuptools ```
scons (🥇39 · ⭐ 2.4K) - SCons - a software construction tool. MIT
+wheel (🥇39 · ⭐ 560) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/SCons/scons) (👨💻 170 · 🔀 340 · 📥 2.1K · 📦 4.2K · 📋 3.5K - 18% open · ⏱️ 12.04.2026):
+- [GitHub](https://github.com/pypa/wheel) (👨💻 89 · 🔀 180 · 📦 390K · 📋 420 - 2% open · ⏱️ 22.04.2026):
```
- git clone https://github.com/SCons/scons
+ git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/scons) (📥 930K / month · 📦 58 · ⏱️ 16.11.2025):
+- [PyPi](https://pypi.org/project/wheel) (📥 510M / month · 📦 16K · ⏱️ 22.04.2026):
```
- pip install scons
+ pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/scons) (📥 1.3M · ⏱️ 17.11.2025):
+- [Conda](https://anaconda.org/conda-forge/wheel) (📥 170M · ⏱️ 22.04.2026):
```
- conda install -c conda-forge scons
+ conda install -c conda-forge wheel
```
wheel (🥇39 · ⭐ 560) - The official binary distribution format for Python. MIT
+invoke (🥈38 · ⭐ 4.7K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pypa/wheel) (👨💻 89 · 🔀 180 · 📦 390K · 📋 420 - 2% open · ⏱️ 22.04.2026):
+- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 63 · 🔀 390 · 📦 33K · 📋 860 - 51% open · ⏱️ 07.04.2026):
```
- git clone https://github.com/pypa/wheel
+ git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/wheel) (📥 500M / month · 📦 16K · ⏱️ 22.04.2026):
+- [PyPi](https://pypi.org/project/invoke) (📥 78M / month · 📦 1.4K · ⏱️ 07.04.2026):
```
- pip install wheel
+ pip install invoke
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (📥 170M · ⏱️ 22.04.2026):
+- [Conda](https://anaconda.org/conda-forge/invoke) (📥 2.2M · ⏱️ 07.04.2026):
```
- conda install -c conda-forge wheel
+ conda install -c conda-forge invoke
+ ```
+scons (🥈38 · ⭐ 2.4K) - SCons - a software construction tool. MIT
+
+- [GitHub](https://github.com/SCons/scons) (👨💻 170 · 🔀 340 · 📥 2.1K · 📦 4.2K · 📋 3.5K - 18% open · ⏱️ 05.05.2026):
+
+ ```
+ git clone https://github.com/SCons/scons
+ ```
+- [PyPi](https://pypi.org/project/scons) (📥 920K / month · 📦 58 · ⏱️ 16.11.2025):
+ ```
+ pip install scons
+ ```
+- [Conda](https://anaconda.org/conda-forge/scons) (📥 1.3M · ⏱️ 17.11.2025):
+ ```
+ conda install -c conda-forge scons
```
twine (🥈38 · ⭐ 1.8K) - Utilities for interacting with PyPI. Apache-2
@@ -2245,19 +2351,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install twine
```
-- [Conda](https://anaconda.org/conda-forge/twine) (📥 1.7M · ⏱️ 04.09.2025):
+- [Conda](https://anaconda.org/conda-forge/twine) (📥 1.8M · ⏱️ 04.09.2025):
```
conda install -c conda-forge twine
```
buildbot (🥈36 · ⭐ 5.4K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (👨💻 900 · 🔀 1.6K · 📥 110K · 📦 410 · 📋 1.8K - 38% open · ⏱️ 31.03.2026):
+- [GitHub](https://github.com/buildbot/buildbot) (👨💻 900 · 🔀 1.6K · 📥 110K · 📦 410 · 📋 1.9K - 41% open · ⏱️ 31.03.2026):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (📥 48K / month):
+- [PyPi](https://pypi.org/project/buildbot) (📥 49K / month · 📦 20 · ⏱️ 12.05.2025):
```
pip install buildbot
```
@@ -2266,54 +2372,38 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge buildbot
```
invoke (🥈36 · ⭐ 4.7K) - Pythonic task management & command execution. BSD-2
+flit (🥉34 · ⭐ 2.2K) - Simplified packaging of Python modules. BSD-3
-- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 63 · 🔀 380 · 📦 33K · 📋 760 - 45% open · ⏱️ 07.04.2026):
+- [GitHub](https://github.com/pypa/flit) (👨💻 83 · 🔀 160 · 📦 2.8K · 📋 450 - 29% open · ⏱️ 29.04.2026):
```
- git clone https://github.com/pyinvoke/invoke
+ git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/invoke) (📥 76M / month):
+- [PyPi](https://pypi.org/project/flit) (📥 14M / month · 📦 930 · ⏱️ 25.03.2025):
```
- pip install invoke
+ pip install flit
```
-- [Conda](https://anaconda.org/conda-forge/invoke) (📥 2.2M · ⏱️ 07.04.2026):
+- [Conda](https://anaconda.org/conda-forge/flit) (📥 390K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge invoke
+ conda install -c conda-forge flit
```
doit (🥉34 · ⭐ 2K) - CLI task management & automation tool. MIT
+doit (🥉33 · ⭐ 2K) - CLI task management & automation tool. MIT
- [GitHub](https://github.com/pydoit/doit) (👨💻 70 · 🔀 190 · 📦 2.3K · 📋 320 - 29% open · ⏱️ 12.02.2026):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (📥 750K / month · 📦 140 · ⏱️ 09.02.2026):
+- [PyPi](https://pypi.org/project/doit) (📥 760K / month · 📦 140 · ⏱️ 09.02.2026):
```
pip install doit
```
-- [Conda](https://anaconda.org/conda-forge/doit) (📥 510K · ⏱️ 09.02.2026):
+- [Conda](https://anaconda.org/conda-forge/doit) (📥 520K · ⏱️ 09.02.2026):
```
conda install -c conda-forge doit
```
flit (🥉33 · ⭐ 2.2K) - Simplified packaging of Python modules. BSD-3
-
-- [GitHub](https://github.com/pypa/flit) (👨💻 83 · 🔀 160 · 📦 2.8K · 📋 430 - 26% open · ⏱️ 29.04.2026):
-
- ```
- git clone https://github.com/pypa/flit
- ```
-- [PyPi](https://pypi.org/project/flit) (📥 14M / month):
- ```
- pip install flit
- ```
-- [Conda](https://anaconda.org/conda-forge/flit) (📥 390K · ⏱️ 22.04.2025):
- ```
- conda install -c conda-forge flit
- ```
-pybuilder (🥉28 · ⭐ 2K) - Software build automation tool for Python. Apache-2
- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 40 · 🔀 270 · 📋 530 - 19% open · ⏱️ 02.04.2026):
@@ -2330,14 +2420,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pybuilder
```
universal-build (🥉13 · ⭐ 27 · 💀) - Universal build utilities for containerized build pipelines. MIT
+universal-build (🥉14 · ⭐ 27 · 💀) - Universal build utilities for containerized build pipelines. MIT
-- [GitHub](https://github.com/ml-tooling/universal-build) (👨💻 5 · 🔀 8 · 📥 23 · ⏱️ 15.09.2022):
+- [GitHub](https://github.com/ml-tooling/universal-build) (👨💻 5 · 🔀 8 · 📥 23 · 📋 4 - 25% open · ⏱️ 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (📥 240 / month):
+- [PyPi](https://pypi.org/project/universal-build) (📥 190 / month · 📦 7 · ⏱️ 16.11.2021):
```
pip install universal-build
```
@@ -2345,7 +2435,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 4 hidden projects...
- setuptools_scm (🥈36 · ⭐ 950) - the blessed package to manage your versions by scm tags.❗Unlicensed
-- buildout (🥉23 · ⭐ 620) - Buildout is a deployment automation tool written in and extended.. ❗Unlicensed
+- buildout (🥉29 · ⭐ 620) - Buildout is a deployment automation tool written in and extended.. ❗️ZPL-2.1
- paver (🥉22 · ⭐ 460 · 💀) - Python-based project scripting. BSD-3
- pynt (🥉17 · ⭐ 160 · 💀) - A pynt of Python build. MIT
psutil (🥇46 · ⭐ 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (🥇48 · ⭐ 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (👨💻 230 · 🔀 1.4K · 📦 780K · 📋 1.9K - 17% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/giampaolo/psutil) (👨💻 230 · 🔀 1.5K · 📦 790K · 📋 2K - 19% open · ⏱️ 06.05.2026):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (📥 330M / month):
+- [PyPi](https://pypi.org/project/psutil) (📥 340M / month · 📦 20K · ⏱️ 28.01.2026):
```
pip install psutil
```
@@ -2373,27 +2463,27 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
py-spy (🥈36 · ⭐ 15K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (👨💻 55 · 🔀 500 · 📥 54K · 📦 8.3K · 📋 420 - 44% open · ⏱️ 24.04.2026):
+- [GitHub](https://github.com/benfred/py-spy) (👨💻 57 · 🔀 510 · 📥 55K · 📦 8.3K · 📋 450 - 48% open · ⏱️ 04.05.2026):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (📥 21M / month):
+- [PyPi](https://pypi.org/project/py-spy) (📥 21M / month · 📦 240 · ⏱️ 24.04.2026):
```
pip install py-spy
```
-- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 800K · ⏱️ 27.04.2026):
+- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 810K · ⏱️ 27.04.2026):
```
conda install -c conda-forge py-spy
```
-- [Cargo](https://crates.io/crates/py-spy) (📥 45K / month):
+- [Cargo](https://crates.io/crates/py-spy) (📥 46K / month · 📦 5 · ⏱️ 24.04.2026):
```
cargo install py-spy
```
memray (🥈36 · ⭐ 15K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (👨💻 65 · 🔀 440 · 📦 2.1K · 📋 270 - 18% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/bloomberg/memray) (👨💻 65 · 🔀 440 · 📦 2.1K · 📋 280 - 18% open · ⏱️ 06.05.2026):
```
git clone https://github.com/bloomberg/memray
@@ -2407,6 +2497,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge memray
```
Scalene (🥈35 · ⭐ 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
+
+- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 61 · 🔀 430 · 📦 1K · 📋 530 - 29% open · ⏱️ 04.05.2026):
+
+ ```
+ git clone https://github.com/plasma-umass/scalene
+ ```
+- [PyPi](https://pypi.org/project/scalene) (📥 330K / month · 📦 66 · ⏱️ 22.03.2026):
+ ```
+ pip install scalene
+ ```
+pyinstrument (🥈35 · ⭐ 7.7K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
- [GitHub](https://github.com/joerick/pyinstrument) (👨💻 76 · 🔀 260 · 📦 4.3K · 📋 190 - 13% open · ⏱️ 21.04.2026):
@@ -2414,7 +2516,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (📥 9.8M / month · 📦 240 · ⏱️ 04.01.2026):
+- [PyPi](https://pypi.org/project/pyinstrument) (📥 10M / month · 📦 240 · ⏱️ 04.01.2026):
```
pip install pyinstrument
```
@@ -2423,21 +2525,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyinstrument
```
Scalene (🥈30 · ⭐ 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-
-- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 57 · 🔀 420 · 📦 1K · 📋 520 - 28% open · ⏱️ 29.04.2026):
-
- ```
- git clone https://github.com/plasma-umass/scalene
- ```
-- [PyPi](https://pypi.org/project/scalene):
- ```
- pip install scalene
- ```
-Yappi (🥈30 · ⭐ 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/sumerc/yappi) (👨💻 35 · 🔀 79 · 📦 1.7K · 📋 97 - 19% open · ⏱️ 17.03.2026):
+- [GitHub](https://github.com/sumerc/yappi) (👨💻 35 · 🔀 80 · 📦 1.7K · 📋 97 - 19% open · ⏱️ 17.03.2026):
```
git clone https://github.com/sumerc/yappi
@@ -2446,55 +2536,55 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install yappi
```
-- [Conda](https://anaconda.org/conda-forge/yappi) (📥 380K · ⏱️ 18.03.2026):
+- [Conda](https://anaconda.org/conda-forge/yappi) (📥 390K · ⏱️ 18.03.2026):
```
conda install -c conda-forge yappi
```
line_profiler (🥉29 · ⭐ 3.2K) - Line-by-line profiling for Python. BSD-3
+Bpytop (🥉29 · ⭐ 11K · 💤) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- [GitHub](https://github.com/pyutils/line_profiler) (👨💻 54 · 🔀 140 · 📥 2.8K · 📋 150 - 37% open · ⏱️ 15.04.2026):
+- [GitHub](https://github.com/aristocratos/bpytop) (👨💻 36 · 🔀 420 · 📦 240 · 📋 320 - 28% open · ⏱️ 01.06.2025):
```
- git clone https://github.com/pyutils/line_profiler
+ git clone https://github.com/aristocratos/bpytop
```
-- [PyPi](https://pypi.org/project/line_profiler) (📥 2.8M / month · 📦 400 · ⏱️ 23.02.2026):
+- [PyPi](https://pypi.org/project/bpytop) (📥 8.7K / month · 📦 1 · ⏱️ 22.12.2021):
```
- pip install line_profiler
+ pip install bpytop
```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 5.1M · ⏱️ 24.02.2026):
+- [Conda](https://anaconda.org/conda-forge/bpytop) (📥 28K · ⏱️ 22.04.2025):
```
- conda install -c conda-forge line_profiler
+ conda install -c conda-forge bpytop
```
Bpytop (🥉28 · ⭐ 11K · 💤) - Linux/OSX/FreeBSD resource monitor. Apache-2
+line_profiler (🥉29 · ⭐ 3.2K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/aristocratos/bpytop) (👨💻 36 · 🔀 420 · 📦 240 · 📋 320 - 28% open · ⏱️ 01.06.2025):
+- [GitHub](https://github.com/pyutils/line_profiler) (👨💻 54 · 🔀 140 · 📥 2.8K · 📋 150 - 37% open · ⏱️ 15.04.2026):
```
- git clone https://github.com/aristocratos/bpytop
+ git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/bpytop) (📥 8.6K / month):
+- [PyPi](https://pypi.org/project/line_profiler) (📥 2.9M / month · 📦 400 · ⏱️ 23.02.2026):
```
- pip install bpytop
+ pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/bpytop) (📥 28K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 5.1M · ⏱️ 24.02.2026):
```
- conda install -c conda-forge bpytop
+ conda install -c conda-forge line_profiler
```
pympler (🥉22 · ⭐ 1.4K · 💤) - Development tool to measure, monitor and analyze the memory.. Apache-2
+pympler (🥉27 · ⭐ 1.4K · 💤) - Development tool to measure, monitor and analyze the memory.. Apache-2
-- [GitHub](https://github.com/pympler/pympler) (👨💻 31 · 🔀 87 · 📋 110 - 47% open · ⏱️ 07.06.2025):
+- [GitHub](https://github.com/pympler/pympler) (👨💻 31 · 🔀 89 · 📋 120 - 51% open · ⏱️ 07.06.2025):
```
git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/pympler) (📥 5.7M / month):
+- [PyPi](https://pypi.org/project/pympler) (📥 5.8M / month · 📦 260 · ⏱️ 28.06.2024):
```
pip install pympler
```
-- [Conda](https://anaconda.org/conda-forge/pympler) (📥 700K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pympler) (📥 710K · ⏱️ 22.04.2025):
```
conda install -c conda-forge pympler
```
@@ -2502,11 +2592,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 9 hidden projects...
- Glances (🥇38 · ⭐ 32K) - Glances an Eye on your system. A top/htop alternative for..❗Unlicensed
+- memory-profiler (🥉29 · ⭐ 4.6K · 💀) - Monitor Memory usage of Python code. BSD-3
+- Diamond (🥉28 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. MIT
- memory_profiler (🥉27 · ⭐ 4.5K · 💀) - Monitor Memory usage of Python code. BSD-3
-- Diamond (🥉26 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-- vprof (🥉23 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2
-- memory-profiler (🥉22 · ⭐ 4.6K · 💀) - Monitor Memory usage of Python code. ❗Unlicensed
-- Profiling (🥉21 · ⭐ 2.9K · 💀) - Was an interactive continuous Python profiler. BSD-3
+- vprof (🥉24 · ⭐ 4K · 💀) - Visual profiler for Python. BSD-2
+- Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
- heartrate (🥉19 · ⭐ 1.8K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
- pyheat (🥉18 · ⭐ 840 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (🥉12 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time. MIT
@@ -2519,28 +2609,44 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
executing (🥇30 · ⭐ 390 · 💤) - Get information about what a Python frame is currently doing,.. MIT
-- [GitHub](https://github.com/alexmojaki/executing) (👨💻 11 · 🔀 39 · 📦 340K · 📋 49 - 30% open · ⏱️ 31.08.2025):
+- [GitHub](https://github.com/alexmojaki/executing) (👨💻 11 · 🔀 39 · 📦 340K · 📋 53 - 35% open · ⏱️ 31.08.2025):
```
git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/executing) (📥 130M / month):
+- [PyPi](https://pypi.org/project/executing) (📥 140M / month · 📦 800 · ⏱️ 01.09.2025):
```
pip install executing
```
-- [Conda](https://anaconda.org/conda-forge/executing) (📥 26M · ⏱️ 01.09.2025):
+- [Conda](https://anaconda.org/conda-forge/executing) (📥 27M · ⏱️ 01.09.2025):
```
conda install -c conda-forge executing
```
gast (🥈26 · ⭐ 150) - Python AST that abstracts the underlying Python version. BSD-3
+astor (🥈29 · ⭐ 860) - Python AST read/write. BSD-3
+
+- [GitHub](https://github.com/berkerpeksag/astor) (👨💻 35 · 🔀 110 · 📋 130 - 24% open · ⏱️ 17.02.2026):
+
+ ```
+ git clone https://github.com/berkerpeksag/astor
+ ```
+- [PyPi](https://pypi.org/project/astor) (📥 29M / month · 📦 620 · ⏱️ 10.12.2019):
+ ```
+ pip install astor
+ ```
+- [Conda](https://anaconda.org/conda-forge/astor) (📥 2.8M · ⏱️ 22.04.2025):
+ ```
+ conda install -c conda-forge astor
+ ```
+gast (🥉27 · ⭐ 150) - Python AST that abstracts the underlying Python version. BSD-3
- [GitHub](https://github.com/serge-sans-paille/gast) (👨💻 11 · 🔀 38 · 📦 220K · ⏱️ 29.11.2025):
```
git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/gast) (📥 20M / month):
+- [PyPi](https://pypi.org/project/gast) (📥 20M / month · 📦 530 · ⏱️ 29.11.2025):
```
pip install gast
```
@@ -2549,27 +2655,26 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge gast
```
astor (🥈25 · ⭐ 860) - Python AST read/write. BSD-3
+asteval (🥉26 · ⭐ 210 · 📈) - minimalistic evaluator of python expression using ast module. MIT
-- [GitHub](https://github.com/berkerpeksag/astor) (👨💻 35 · 🔀 100 · 📋 120 - 12% open · ⏱️ 17.02.2026):
+- [GitHub](https://github.com/newville/asteval) (👨💻 27 · 🔀 47 · ⏱️ 17.12.2025):
```
- git clone https://github.com/berkerpeksag/astor
+ git clone https://github.com/newville/asteval
```
-- [PyPi](https://pypi.org/project/astor) (📥 26M / month):
+- [PyPi](https://pypi.org/project/asteval) (📥 5.1M / month · 📦 190 · ⏱️ 17.12.2025):
```
- pip install astor
+ pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/astor) (📥 2.8M · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/asteval) (📥 930K · ⏱️ 18.12.2025):
```
- conda install -c conda-forge astor
+ conda install -c conda-forge asteval
```
Show 3 hidden projects...
+Show 2 hidden projects...
-- astunparse (🥈25 · ⭐ 230 · 💀) - An AST unparser for Python.❗Unlicensed
-- typed_ast (🥉19 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses `# type:`.. ❗Unlicensed
-- asteval (🥉16 · ⭐ 5 · 📉) - minimalistic evaluator of python expression using ast module. MIT
+- astunparse (🥈28 · ⭐ 230 · 💀) - An AST unparser for Python. BSD-3
+- typed_ast (🥉26 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
@@ -2579,12 +2684,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pre-commit (🥇42 · ⭐ 15K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 170 · 🔀 960 · 📥 5.8M · 📦 280K · 📋 2.3K - 1% open · ⏱️ 28.04.2026):
+- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 170 · 🔀 960 · 📥 5.9M · 📦 280K · 📋 2.3K - 1% open · ⏱️ 28.04.2026):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (📥 140M / month · 📦 33K · ⏱️ 21.04.2026):
+- [PyPi](https://pypi.org/project/pre-commit) (📥 150M / month · 📦 33K · ⏱️ 21.04.2026):
```
pip install pre-commit
```
diff --git a/history/2026-05-07_changes.md b/history/2026-05-07_changes.md
new file mode 100644
index 0000000..c956a80
--- /dev/null
+++ b/history/2026-05-07_changes.md
@@ -0,0 +1,20 @@
+## 📈 Trending Up
+
+_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
+
+- playwright-python (🥇41 · ⭐ 15K · 📈) - Python version of the Playwright testing and.. Apache-2
+- pycodestyle (🥈33 · ⭐ 5.2K · 📈) - Simple Python style checker in one Python file. MIT
+- memory-profiler (🥉29 · ⭐ 4.6K · 💀) - Monitor Memory usage of Python code. BSD-3
+- typed_ast (🥉26 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
+- asteval (🥉26 · ⭐ 210 · 📈) - minimalistic evaluator of python expression using ast module. MIT
+
+## 📉 Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- prospector (🥇32 · ⭐ 2.1K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0
+- python-json-logger (🥈31 · ⭐ 1.8K · 💀) - Json Formatter for the standard python logger. BSD-2
+- typeguard (🥉31 · ⭐ 1.8K · 📉) - Run-time type checker for Python. ❗Unlicensed
+- mypy-protobuf (🥈28 · ⭐ 700 · 📉) - open source tools to generate mypy stubs from protobufs. Apache-2
+- pdoc3 (🥉26 · ⭐ 1.2K · 📉) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
+
diff --git a/history/2026-05-07_projects.csv b/history/2026-05-07_projects.csv
new file mode 100644
index 0000000..3671721
--- /dev/null
+++ b/history/2026-05-07_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,github_release_downloads,monthly_downloads,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2026-05-01 07:51:10.000000,2026-05-01 07:51:08,423.0,22.0,197.0,55.0,248.0,4.0,2717.0,2026-05-01 07:51:12.000,2026.04.30,100.0,17.0,3.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/catalog,https://github.com/mkdocs/catalog,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2026-04-30 19:28:24.000000,2025-11-06 18:40:58,419.0,,119.0,18.0,367.0,37.0,1736.0,2023-06-29 18:48:34.000,2023.06.29,68.0,63.0,2.0,0,True,mkdocs/catalog,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2026-05-03 19:14:18.000000,2026-05-03 19:14:18,17320.0,169.0,3110.0,197.0,7004.0,5429.0,13831.0,2026-04-07 17:16:45.000,9.0.3,190.0,1107.0,986.0,50,True,,pytest,conda-forge/pytest,['pytest'],29479.0,703215390.0,1935990.0,1782004.0,https://pypi.org/project/pytest,2026-04-07 17:16:16.000,153986.0,702501602.0,https://anaconda.org/conda-forge/pytest,2026-04-10 13:05:52.057,47799536.0,1.0,,,,,,,,,,,,,,,,,,
+5,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter and code formatter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2026-05-07 15:58:24.000000,2026-05-07 05:56:47,15147.0,1158.0,2032.0,101.0,16311.0,6313.0,47421.0,2026-04-24 18:18:25.000,0.15.12,405.0,864.0,1670.0,48,True,astral-sh/ruff,ruff,conda-forge/ruff,,5404857.0,208426008.0,238765.0,182967.0,https://pypi.org/project/ruff,2026-04-24 18:17:07.000,55798.0,208032502.0,https://anaconda.org/conda-forge/ruff,2026-05-07 02:34:42.433,6657555.0,1.0,,,,,,,,,,,,,,,,,,
+6,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2026-05-06 22:21:19.000000,2026-05-06 22:21:06,6709.0,231.0,1478.0,223.0,900.0,1583.0,11159.0,2026-01-28 18:14:57.000,7.2.2,104.0,232.0,373.0,48,True,,psutil,conda-forge/psutil,,,342834639.0,804883.0,785261.0,https://pypi.org/project/psutil,2026-01-28 18:14:57.000,19622.0,341960665.0,https://anaconda.org/conda-forge/psutil,2026-01-29 09:23:17.173,61178194.0,1.0,,,,,,,,,,,,,,,,,,
+7,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2026-04-12 11:02:00.080000,2026-04-12 09:40:06,4458.0,63.0,2123.0,526.0,1455.0,1282.0,56284.0,2026-04-12 08:27:58.000,15.0.0,207.0,289.0,314.0,47,True,,rich,conda-forge/rich,,,572054705.0,571501.0,527733.0,https://pypi.org/project/rich,2026-04-12 08:24:02.000,43768.0,571771983.0,https://anaconda.org/conda-forge/rich,2026-04-12 11:02:00.080,19790583.0,1.0,,,,,,,,,,,,,,,,,,
+8,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,,2012-12-07 13:30:23.000,2026-05-07 16:08:14.000000,2026-05-07 13:26:59,13588.0,325.0,3183.0,234.0,9328.0,9293.0,20410.0,2026-05-06 19:20:30.000,2.0.0,137.0,847.0,3147.0,47,False,,mypy,conda-forge/mypy,,,154943180.0,428509.0,367405.0,https://pypi.org/project/mypy,2026-05-06 19:20:30.000,61104.0,154840275.0,https://anaconda.org/conda-forge/mypy,2026-04-21 20:44:20.463,7306321.0,1.0,,,,,,,,,,,,,,,,,,
+9,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2026-05-04 19:52:45.967000,2026-05-04 19:11:13,15975.0,183.0,3266.0,316.0,6174.0,6783.0,10191.0,2026-05-04 19:02:18.000,26.1.1,157.0,878.0,1065.0,47,True,,pip,conda-forge/pip,,,605751853.0,256822.0,250827.0,https://pypi.org/project/pip,2026-05-04 19:02:18.000,5995.0,602768543.0,https://anaconda.org/conda-forge/pip,2026-05-04 19:52:45.967,214798388.0,1.0,,,,,,,,,,,,,,,,,,
+10,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2026-04-13 09:04:58.000000,2026-04-13 09:04:56,16613.0,49.0,1373.0,95.0,2008.0,2216.0,2830.0,2026-03-09 12:47:20.000,82.0.1,631.0,640.0,636.0,47,True,,setuptools,conda-forge/setuptools,,,1337139380.0,884464.0,852475.0,https://pypi.org/project/setuptools,2026-03-09 12:47:15.000,31989.0,1334405962.0,https://anaconda.org/conda-forge/setuptools,2026-03-09 16:49:40.576,196806100.0,1.0,,,,,,,,,,,,,,,,,,
+11,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2026-04-27 21:29:43.000000,2026-04-27 14:35:59,2204.0,75.0,2746.0,227.0,2231.0,2505.0,41491.0,2026-03-12 03:36:01.000,26.3.1,72.0,520.0,322.0,46,True,,black,conda-forge/black,,148018.0,119829258.0,734934.0,677205.0,https://pypi.org/project/black,2026-03-12 03:36:01.000,57729.0,119563221.0,https://anaconda.org/conda-forge/black,2026-03-12 11:38:04.361,18502172.0,1.0,,,,,,,,,,,,,,,,,,
+12,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2026-05-02 10:44:55.000000,2026-05-02 10:44:53,9599.0,310.0,1880.0,353.0,2190.0,4356.0,25085.0,2026-04-28 11:48:55.000,2026.6.1,417.0,542.0,12.0,46,True,,pipenv,conda-forge/pipenv,,,23326384.0,174544.0,174287.0,https://pypi.org/project/pipenv,2026-04-28 11:48:55.000,257.0,23321770.0,https://anaconda.org/conda-forge/pipenv,2026-04-28 13:33:18.059,332272.0,1.0,,,,,,,,,,,,,,,,,,
+13,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2026-05-05 07:04:38.852000,2026-05-05 01:32:57,1155.0,104.0,1088.0,161.0,1672.0,1423.0,5034.0,2026-05-05 01:34:38.000,21.3.1,261.0,307.0,,45,True,,virtualenv,conda-forge/virtualenv,,113.0,441825429.0,506702.0,504552.0,https://pypi.org/project/virtualenv,2026-05-05 01:34:28.000,2150.0,441514113.0,https://anaconda.org/conda-forge/virtualenv,2026-05-05 07:04:38.852,20858106.0,2.0,,,,,,,,,,,,,,,,,,
+14,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2026-04-26 22:26:50.000000,2026-04-26 22:26:50,9983.0,74.0,2018.0,223.0,2693.0,5345.0,12976.0,2026-04-22 21:00:44.000,6.20.0,80.0,492.0,291.0,44,True,,pyinstaller,conda-forge/pyinstaller,,753556.0,9048364.0,90073.0,88082.0,https://pypi.org/project/pyinstaller,2026-04-22 20:58:32.000,1991.0,9015504.0,https://anaconda.org/conda-forge/pyinstaller,2026-04-23 11:10:51.959,1785820.0,1.0,,,,,,,,,,,,,,,,,,
+15,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2026-05-01 23:38:51.000000,2026-05-01 23:24:54,8580.0,68.0,530.0,106.0,627.0,1394.0,6137.0,2026-05-01 23:38:43.000,0.20.0,36.0,178.0,73.0,44,True,,jedi,conda-forge/jedi,,,143767634.0,598169.0,596568.0,https://pypi.org/project/jedi,2026-05-01 23:38:43.000,1601.0,143234870.0,https://anaconda.org/conda-forge/jedi,2025-04-22 14:56:29.139,37826290.0,1.0,,,,,,,,,,,,,,,,,,
+16,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2026-05-07 12:06:53.000000,2026-05-07 12:06:53,10015.0,86.0,1240.0,72.0,5034.0,4919.0,5676.0,2026-02-20 09:07:31.000,4.0.5,211.0,637.0,1024.0,44,True,pylint-dev/pylint,pylint,conda-forge/pylint,,743.0,47998753.0,503037.0,490741.0,https://pypi.org/project/pylint,2026-02-20 09:07:31.000,12296.0,47888148.0,https://anaconda.org/conda-forge/pylint,2026-02-20 20:25:17.290,7852209.0,1.0,,,,,,,,,,,,,,,,,,
+17,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2026-05-04 09:11:07.139954,2026-02-03 16:58:32,2036.0,,1436.0,209.0,619.0,594.0,31138.0,2026-02-03 18:07:15.000,4.67.3,144.0,130.0,584.0,43,True,,tqdm,conda-forge/tqdm,,20677.0,454564602.0,1250073.0,1199628.0,https://pypi.org/project/tqdm,2026-02-03 17:35:50.000,50445.0,453874028.0,https://anaconda.org/conda-forge/tqdm,2026-02-03 21:18:13.686,49013288.0,1.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2026-05-04 09:11:07.139954,3.0,6329.0,,,,,,,,,,,,,
+18,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2026-05-01 17:24:28.000000,2026-05-01 17:24:23,6750.0,43.0,4057.0,145.0,3337.0,2669.0,26673.0,2026-03-19 15:41:55.000,9.7.6,441.0,332.0,1.0,43,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],,16284045.0,94674.0,85167.0,https://pypi.org/project/mkdocs-material,2026-03-19 15:41:55.000,9507.0,16270555.0,https://anaconda.org/conda-forge/mkdocs-material,2026-03-27 14:03:05.465,971325.0,1.0,,,,,,,,,,,,,,,,,,
+19,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2026-05-07 07:42:08.000000,2026-05-07 07:28:04,15427.0,90.0,2531.0,471.0,859.0,4548.0,11614.0,2026-03-03 16:50:54.000,7.4.2,152.0,228.0,282.0,43,True,,robotframework,conda-forge/robotframework,,579.0,4755476.0,15112.0,14000.0,https://pypi.org/project/robotframework,2026-03-03 16:28:51.000,1112.0,4751126.0,https://anaconda.org/conda-forge/robotframework,2026-03-04 14:33:43.144,269482.0,1.0,,,,,,,,,,,,,,,,,,
+20,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2026-05-07 07:59:03.000000,2026-05-07 07:59:02,17801.0,153.0,2155.0,178.0,5453.0,9928.0,7394.0,2026-04-10 19:43:53.000,26.3.2,112.0,491.0,641.0,43,True,,conda,conda-forge/conda,,46890.0,1018621.0,51943.0,51860.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,83.0,6889.0,https://anaconda.org/conda-forge/conda,2026-04-29 10:28:21.574,72808864.0,1.0,,,,,,,,,,,,,,,,,,
+21,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2026-04-30 14:50:03.000000,2026-04-30 14:47:26,4603.0,153.0,629.0,43.0,1150.0,1253.0,6940.0,2026-02-28 10:08:19.000,8.0.1,154.0,337.0,105.0,43,True,,isort,conda-forge/isort,,,91424632.0,606502.0,578770.0,https://pypi.org/project/isort,2026-04-24 07:48:43.000,27732.0,91293651.0,https://anaconda.org/conda-forge/isort,2026-02-28 11:36:11.788,9168722.0,2.0,,,,,,,,,,,,,,,,,,
+22,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2026-05-04 17:39:52.000000,2026-05-04 17:39:50,1192.0,225.0,552.0,37.0,1842.0,1889.0,3916.0,2026-05-02 08:34:39.000,4.53.1,285.0,347.0,,43,True,,tox,conda-forge/tox,['pytest'],,43747157.0,148322.0,135137.0,https://pypi.org/project/tox,2026-05-02 08:34:39.000,13185.0,43722056.0,https://anaconda.org/conda-forge/tox,2026-05-02 13:23:01.901,1807281.0,1.0,,,,,,,,,,,,,,,,,,
+23,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2026-05-03 19:54:01.115000,2026-05-03 14:50:53,3785.0,81.0,2435.0,184.0,3403.0,5837.0,34272.0,2026-05-03 15:06:36.000,2.4.0,187.0,650.0,546.0,42,True,,poetry,conda-forge/poetry,,15555748.0,78275499.0,923.0,,https://pypi.org/project/poetry,2026-05-03 15:06:36.000,923.0,77989261.0,https://anaconda.org/conda-forge/poetry,2026-05-03 19:54:01.115,7913356.0,2.0,,,,,,,,,,,,,,,,,,
+24,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2026-04-28 22:25:57.000000,2026-04-28 22:25:55,2833.0,13.0,955.0,90.0,1338.0,2263.0,15245.0,2026-04-21 20:32:56.000,4.6.0,202.0,166.0,30.0,42,True,,pre-commit,conda-forge/pre-commit,,5908242.0,146166579.0,309142.0,276564.0,https://pypi.org/project/pre-commit,2026-04-21 20:31:40.000,32578.0,145959707.0,https://anaconda.org/conda-forge/pre-commit,2026-04-22 11:48:25.495,9527962.0,1.0,,,,,,,,,,,,,,,,,,
+25,hypothesis,HypothesisWorks/hypothesis,testing,The property-based testing library for Python.,,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2026-05-03 00:18:17.000000,2026-04-27 20:18:23,17333.0,129.0,643.0,64.0,2961.0,1692.0,8610.0,2026-04-27 20:19:01.000,hypothesis-python-6.152.4,1498.0,366.0,74.0,42,True,,hypothesis,conda-forge/hypothesis,,,34602660.0,45832.0,40529.0,https://pypi.org/project/hypothesis,2026-04-27 20:18:35.000,5303.0,34348706.0,https://anaconda.org/conda-forge/hypothesis,2026-04-27 23:30:22.698,18284716.0,1.0,,,,,,,,,,,,,,,,,,
+26,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2026-05-03 22:54:54.000000,2025-12-31 15:07:44,22399.0,,2394.0,169.0,6667.0,6185.0,7810.0,2025-12-31 15:09:25.000,9.1.0,241.0,908.0,1423.0,42,False,,sphinx,conda-forge/sphinx,['sphinx'],,73710158.0,519364.0,483307.0,https://pypi.org/project/sphinx,2025-12-31 15:09:25.000,36057.0,73509311.0,https://anaconda.org/conda-forge/sphinx,2026-01-01 12:53:05.325,14460997.0,1.0,,,,,,,,,,,,,,,,,,
+27,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2026-05-07 11:19:59.000000,2026-05-07 11:18:14,1024.0,18.0,1149.0,149.0,1187.0,1511.0,14595.0,2026-04-29 08:11:08.000,1.59.0,128.0,52.0,83.0,41,True,,playwright,,,,88380216.0,59766.0,54304.0,https://pypi.org/project/playwright,2026-04-29 08:11:08.000,5462.0,88380216.0,,,,1.0,,,,,,9.0,,,,,,,,,,,,
+28,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2025-10-20 13:17:06.000000,2025-10-20 13:17:06,2118.0,,2602.0,223.0,1362.0,2001.0,22051.0,2024-08-30 12:24:05.000,1.6.1,62.0,262.0,144.0,40,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],,15872764.0,107487.0,100351.0,https://pypi.org/project/mkdocs,2024-08-30 12:24:05.000,7136.0,15857219.0,https://anaconda.org/conda-forge/mkdocs,2025-04-22 14:56:22.183,917157.0,1.0,,,,,,,,,,,,,,,,,,
+29,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4-3.13. You feed it your..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,AGPL-3.0,2013-04-23 15:40:33.000,2026-05-07 15:12:30.000000,2026-05-06 12:36:25,14879.0,482.0,772.0,137.0,545.0,2622.0,14811.0,2026-04-10 07:18:15.000,4.0.8,379.0,209.0,208.0,40,True,,nuitka,conda-forge/nuitka,,,2258816.0,3994.0,3788.0,https://pypi.org/project/nuitka,2026-04-10 07:18:15.000,206.0,2216746.0,https://anaconda.org/conda-forge/nuitka,2026-04-10 13:48:03.006,3029075.0,1.0,,,,,,,,,,,,,,,,,,
+30,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2026-05-04 17:30:35.000000,2026-04-30 18:08:24,2607.0,88.0,661.0,96.0,1191.0,973.0,8005.0,2026-02-11 18:25:06.000,7.5.3,125.0,226.0,200.0,40,True,,pip-tools,conda-forge/pip-tools,,,28205822.0,40657.0,37732.0,https://pypi.org/project/pip-tools,2026-02-11 18:25:06.000,2925.0,28201483.0,https://anaconda.org/conda-forge/pip-tools,2026-02-12 02:27:03.925,312419.0,2.0,,,,,,,,,,,,,,,,,,
+31,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2026-04-28 22:22:31.000000,2026-04-28 22:22:29,2512.0,6.0,342.0,37.0,399.0,1590.0,3782.0,2025-06-20 19:31:34.000,7.3.0,94.0,178.0,24.0,40,True,,flake8,conda-forge/flake8,,,56246720.0,714170.0,687636.0,https://pypi.org/project/flake8,2025-06-20 19:31:34.000,26534.0,56098851.0,https://anaconda.org/conda-forge/flake8,2025-06-26 20:01:55.726,10646622.0,1.0,,,,,,,,,,,,,,,,,,
+32,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2026-05-07 15:50:47.000000,2026-05-07 14:02:40,3921.0,319.0,610.0,68.0,3771.0,1978.0,2175.0,2026-05-04 12:19:27.000,2.59.0,332.0,314.0,456.0,40,True,,sentry-sdk,conda-forge/sentry-sdk,,4421.0,117283511.0,1637.0,,https://pypi.org/project/sentry-sdk,2026-05-05 08:55:11.000,1637.0,117260217.0,https://anaconda.org/conda-forge/sentry-sdk,2026-05-04 14:46:50.738,1641399.0,1.0,,,,,,,,,,,,,,,,,,
+33,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2026-05-06 20:51:55.000000,2026-05-05 23:35:36,8465.0,27.0,1783.0,127.0,2406.0,7249.0,15417.0,2026-04-16 00:34:34.305,1.1.409,493.0,145.0,260.0,39,True,,,,,6748.0,3507238.0,1649.0,1591.0,,,,,,,,2.0,,,,,,,pyright,https://www.npmjs.com/package/pyright,2026-04-16 00:34:34.305,58.0,3507051.0,,,,,,,
+34,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2026-04-24 16:16:24.000000,2025-02-10 20:44:26,1355.0,,902.0,197.0,425.0,473.0,13977.0,2024-11-14 00:11:39.000,0.43.0,75.0,156.0,418.0,39,False,,yapf,conda-forge/yapf,,,15100250.0,109163.0,107907.0,https://pypi.org/project/yapf,2024-11-14 00:11:39.000,1256.0,15046820.0,https://anaconda.org/conda-forge/yapf,2025-04-22 14:56:24.153,3259283.0,2.0,,,,,,,,,,,,,,,,,,
+35,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2026-04-24 21:33:08.000000,2026-04-24 21:33:08,1076.0,22.0,232.0,40.0,287.0,299.0,2035.0,2026-03-21 20:11:14.000,7.1.0,54.0,104.0,158.0,39,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],,184903440.0,77890.0,,https://pypi.org/project/pytest-cov,2026-03-21 20:11:14.000,77890.0,184654060.0,https://anaconda.org/conda-forge/pytest-cov,2026-03-22 00:27:51.180,17955394.0,2.0,,,,,,,,,,,,,,,,,,
+36,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2026-05-02 07:40:43.000000,2026-05-01 08:07:38,1357.0,76.0,181.0,34.0,1022.0,345.0,1638.0,2025-11-10 16:08:54.000,1.3.0,75.0,78.0,52.0,39,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1874.0,172940448.0,233738.0,196557.0,https://pypi.org/project/pytest-asyncio,2026-05-02 07:40:43.000,37181.0,172896447.0,https://anaconda.org/conda-forge/pytest-asyncio,2025-11-10 17:56:23.183,3165531.0,2.0,,,,,,,,,,,,,,,,,,
+37,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2026-05-02 22:37:43.000000,2026-05-02 22:37:41,984.0,86.0,292.0,26.0,744.0,359.0,726.0,2026-04-24 20:20:36.000,26.2,53.0,140.0,99.0,39,False,,packaging,conda-forge/packaging,,981.0,1746985337.0,1870594.0,1851462.0,https://pypi.org/project/packaging,2026-04-24 20:15:22.000,19132.0,1745637231.0,https://anaconda.org/conda-forge/packaging,2026-04-25 07:54:06.589,97062803.0,2.0,,,,,,,,,,,,,,,,,,
+38,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2017-07-25 20:24:25.000,2026-04-22 17:23:18.659000,2026-04-22 15:50:19,1006.0,12.0,180.0,28.0,266.0,409.0,558.0,2026-04-22 15:51:31.000,0.47.0,86.0,89.0,11.0,39,True,,wheel,conda-forge/wheel,,,517149244.0,402859.0,386729.0,https://pypi.org/project/wheel,2026-04-22 15:51:26.000,16130.0,514730239.0,https://anaconda.org/conda-forge/wheel,2026-04-22 17:23:18.659,166911413.0,1.0,,,,,,,,,,,,,,,,,,
+39,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,,2011-12-04 08:49:15.000,2026-05-07 05:24:52.000000,2026-05-05 14:54:49,7116.0,319.0,1724.0,498.0,1077.0,2092.0,32445.0,2026-04-19 08:39:01.000,4.5.4,136.0,243.0,101.0,38,False,,glances,conda-forge/glances,,1787.0,113509.0,1234.0,1228.0,https://pypi.org/project/glances,2026-04-19 07:46:47.000,6.0,102765.0,https://anaconda.org/conda-forge/glances,2026-04-19 10:16:43.213,686792.0,1.0,,,,,,,,,,,,,,,,,,
+40,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2026-04-06 15:52:02.000000,2026-04-06 15:35:47,1025.0,30.0,783.0,137.0,309.0,918.0,23854.0,2024-12-06 11:25:42.000,0.7.3,22.0,74.0,237.0,38,True,,loguru,conda-forge/loguru,,,76926170.0,163489.0,152001.0,https://pypi.org/project/loguru,2024-12-06 11:20:54.000,11488.0,76866850.0,https://anaconda.org/conda-forge/loguru,2026-01-16 11:15:00.482,4271073.0,2.0,,,,,,,,,,,,,,,,,,
+41,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2026-05-06 17:54:11.000000,2026-05-06 17:53:10,934.0,85.0,559.0,76.0,857.0,785.0,12779.0,2026-05-06 17:54:32.000,1.12.0,73.0,187.0,100.0,38,True,,pipx,conda-forge/pipx,,1068317.0,7519573.0,4888.0,4790.0,https://pypi.org/project/pipx,2026-05-06 17:54:11.000,98.0,7502339.0,https://anaconda.org/conda-forge/pipx,2026-05-06 06:47:46.278,214433.0,2.0,,,,,,,,,,,,,,,,,,
+42,xonsh,xonsh/xonsh,shell,"Python-powered shell. Full-featured, cross-platform and AI-friendly.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,BSD-1-Clause,2015-01-21 22:05:27.000,2026-05-06 18:37:01.000000,2026-05-06 18:36:32,11792.0,638.0,721.0,94.0,3286.0,2731.0,9326.0,2026-05-05 18:13:43.000,0.23.5,159.0,383.0,107.0,38,False,,xonsh,,,14101.0,380454.0,1064.0,883.0,https://pypi.org/project/xonsh,2026-05-05 18:13:43.000,181.0,380301.0,,,,1.0,,,,,,,,,,,,,,,,,,
+43,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2026-04-13 23:24:22.000000,2026-04-13 23:24:20,1502.0,13.0,754.0,70.0,625.0,525.0,8004.0,2026-02-25 06:44:13.000,1.9.4,51.0,197.0,236.0,38,True,,bandit,conda-forge/bandit,,920.0,21804292.0,68097.0,64721.0,https://pypi.org/project/bandit,2026-02-25 06:44:13.000,3376.0,21794928.0,https://anaconda.org/conda-forge/bandit,2026-02-25 10:39:26.216,626828.0,1.0,,,,,,,,,,,,,,,,,,
+44,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2026-04-07 16:34:39.989000,2026-04-07 15:39:02,3782.0,36.0,388.0,89.0,277.0,417.0,4745.0,2026-04-07 15:17:46.000,3.0.3,71.0,63.0,441.0,38,True,,invoke,conda-forge/invoke,,,77704772.0,34631.0,33277.0,https://pypi.org/project/invoke,2026-04-07 15:17:46.000,1354.0,77669710.0,https://anaconda.org/conda-forge/invoke,2026-04-07 16:34:39.989,2243998.0,2.0,,,,,,,,,,,,,,,,,,
+45,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-09-24 19:23:46.000,2026-05-05 23:58:02.000000,2026-05-05 23:58:01,9954.0,82.0,341.0,57.0,1331.0,2815.0,2376.0,2025-11-16 22:46:54.000,4.10.1,42.0,171.0,655.0,38,True,,scons,conda-forge/scons,,2056.0,943356.0,4293.0,4235.0,https://pypi.org/project/scons,2025-11-16 22:43:35.000,58.0,923848.0,https://anaconda.org/conda-forge/scons,2025-11-17 08:09:00.894,1344470.0,2.0,,,,,,,,,,,,,,,,,,
+46,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2026-05-04 22:23:37.000000,2026-04-28 05:11:49,1378.0,14.0,261.0,51.0,588.0,409.0,1838.0,2025-07-01 13:31:02.000,3.8.0,71.0,115.0,301.0,38,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],463.0,129922557.0,138823.0,133206.0,https://pypi.org/project/pytest-xdist,2025-07-01 13:30:56.000,5617.0,129747580.0,https://anaconda.org/conda-forge/pytest-xdist,2025-07-02 10:39:49.174,12247396.0,2.0,,,,,,,,,,,,,,,,,,
+47,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2026-04-29 20:59:03.000000,2026-04-29 20:59:03,1376.0,15.0,325.0,38.0,744.0,507.0,1771.0,2025-09-04 15:43:15.000,6.2.0,59.0,134.0,56.0,38,True,,twine,conda-forge/twine,,131.0,29059964.0,160032.0,137109.0,https://pypi.org/project/twine,2025-09-04 15:43:15.000,22923.0,29035248.0,https://anaconda.org/conda-forge/twine,2025-09-04 19:22:15.675,1754695.0,2.0,,,,,,,,,,,,,,,,,,
+48,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2026-05-07 11:52:22.000000,2026-05-07 10:37:02,3241.0,31.0,470.0,38.0,1364.0,1923.0,8610.0,2026-04-21 03:59:06.000,2.26.8,247.0,245.0,52.0,37,True,,pdm,conda-forge/pdm,,27537.0,10592791.0,833.0,605.0,https://pypi.org/project/pdm,2026-04-21 03:59:02.000,228.0,10560298.0,https://anaconda.org/conda-forge/pdm,2026-04-21 22:57:23.536,1780102.0,3.0,,,,,,,,,,,,,,,,,,
+49,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme from Read the Docs.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2026-01-23 19:01:45.611000,2026-01-12 16:01:33,1513.0,,1814.0,169.0,770.0,678.0,5049.0,2026-01-12 16:03:28.000,3.1.0,64.0,122.0,266.0,37,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],,14341223.0,20329.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2026-01-12 16:03:28.000,20313.0,14269469.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2026-01-23 19:01:45.611,5094557.0,2.0,,,,,,,,,,,,,,,,,,
+50,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000,2026-05-05 09:30:38.000000,2026-05-05 09:30:36,1866.0,36.0,278.0,32.0,417.0,355.0,4767.0,2025-10-27 08:28:21.000,25.5.0,42.0,138.0,36.0,37,True,,structlog,conda-forge/structlog,,,78847179.0,34969.0,32786.0,https://pypi.org/project/structlog,2025-10-27 08:28:21.000,2183.0,78829420.0,https://anaconda.org/conda-forge/structlog,2025-10-28 14:11:51.489,1136599.0,2.0,,,,,,,,,,,,,,,,,,
+51,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2026-05-04 17:32:04.000000,2026-05-04 17:32:01,3055.0,40.0,421.0,28.0,2451.0,1165.0,2846.0,2026-04-27 05:52:58.000,1.6.2,68.0,225.0,23.0,37,True,,wemake-python-styleguide,,,,226811.0,17770.0,17656.0,https://pypi.org/project/wemake-python-styleguide,2026-04-27 05:51:42.000,114.0,226811.0,,,,1.0,,,,,,,,,,,,,,,,,,
+52,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2019-09-02 14:34:19.000,2026-03-11 08:45:56.000000,2026-03-11 08:42:59,865.0,114.0,186.0,18.0,171.0,196.0,2553.0,2026-03-04 18:55:31.000,0.10.0,28.0,108.0,67.0,37,True,,tabulate,conda-forge/tabulate,,,214953316.0,12252.0,,https://pypi.org/project/tabulate,2026-03-04 18:55:31.000,12252.0,214762662.0,https://anaconda.org/conda-forge/tabulate,2026-03-05 17:47:04.179,12011210.0,2.0,,,,,,,,,,,,,,,,,,
+53,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2026-04-28 05:12:59.000000,2026-04-28 05:12:57,779.0,17.0,156.0,35.0,408.0,154.0,2024.0,2025-09-16 16:40:09.000,3.15.1,66.0,82.0,14.0,37,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],161.0,91991966.0,142815.0,133402.0,https://pypi.org/project/pytest-mock,2025-09-16 16:37:25.000,9413.0,91920654.0,https://anaconda.org/conda-forge/pytest-mock,2025-09-17 09:28:14.765,5063112.0,2.0,,,,,,,,,,,,,,,,,,
+54,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2026-05-02 06:59:53.000000,2026-05-02 06:59:38,10543.0,35.0,6250.0,1103.0,461.0,5377.0,37280.0,2026-05-02 06:59:46.000,1.10.5,133.0,154.0,60.0,36,True,,sqlmap,,,,78999.0,33.0,21.0,https://pypi.org/project/sqlmap,2026-05-02 06:59:46.000,12.0,78999.0,,,,2.0,,,,,,,,,,,,,,,,,,
+55,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2026-05-05 01:37:55.000000,2026-05-04 20:12:42,564.0,15.0,512.0,110.0,426.0,232.0,15166.0,2026-04-24 22:09:42.172,0.4.2,41.0,57.0,222.0,36,True,,py-spy,conda-forge/py-spy,,54852.0,21235463.333333332,8579.0,8338.0,https://pypi.org/project/py-spy,2026-04-24 22:08:45.000,236.0,21177596.0,https://anaconda.org/conda-forge/py-spy,2026-04-27 18:05:01.608,807280.0,2.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2026-04-24 22:09:42.172,5.0,45667.333333333336,589019.0,
+56,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2026-05-06 04:56:40.000000,2026-05-06 04:56:40,1454.0,35.0,439.0,60.0,545.0,226.0,15009.0,2026-04-08 18:47:39.000,1.19.3,36.0,65.0,50.0,36,True,,memray,conda-forge/memray,,,17080549.0,2249.0,2098.0,https://pypi.org/project/memray,2026-04-08 18:47:39.000,151.0,17067184.0,https://anaconda.org/conda-forge/memray,2026-04-08 21:39:29.068,654915.0,2.0,,,,,,,,,,,,,,,,,,
+57,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2026-05-06 19:06:54.000000,2026-03-31 08:52:22,28832.0,1089.0,1648.0,185.0,7130.0,1089.0,5448.0,2025-05-12 21:41:22.000,4.3.0,146.0,903.0,764.0,36,True,,buildbot,conda-forge/buildbot,,105539.0,52617.0,430.0,410.0,https://pypi.org/project/buildbot,2025-05-12 21:41:22.000,20.0,49037.0,https://anaconda.org/conda-forge/buildbot,2025-05-13 11:35:44.706,181832.0,2.0,,,,,,,,,,,,,,,,,,
+58,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2026-05-04 15:41:46.000000,2026-04-23 12:29:31,2975.0,8.0,289.0,66.0,275.0,393.0,4667.0,2025-01-14 14:46:15.000,2.3.2,82.0,64.0,124.0,36,True,,autopep8,conda-forge/autopep8,,,9601465.0,232713.0,231026.0,https://pypi.org/project/autopep8,2025-01-14 14:46:15.000,1687.0,9562551.0,https://anaconda.org/conda-forge/autopep8,2025-04-22 14:56:24.132,2762912.0,3.0,,,,,,,,,,,,,,,,,,
+59,beartype,beartype/beartype,linters,Unbearably fast near-real-time pure-Python runtime-static type-checker.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2026-05-07 07:52:44.000000,2026-05-07 07:35:24,1811.0,74.0,74.0,12.0,80.0,373.0,3410.0,2025-12-13 06:50:28.000,0.22.9,64.0,30.0,105.0,36,True,,beartype,conda-forge/beartype,,,72890077.0,12122.0,11223.0,https://pypi.org/project/beartype,2025-12-13 06:50:28.000,899.0,72881283.0,https://anaconda.org/conda-forge/beartype,2025-12-14 12:37:53.323,624379.0,2.0,,,,,,,,,,,,,,,,,,
+60,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,BSD-3-Clause,2011-03-29 15:28:56.000,2025-12-27 20:06:33.000000,2025-12-27 20:06:26,744.0,,220.0,30.0,182.0,161.0,1780.0,2025-12-20 14:27:41.000,1.10.0,75.0,108.0,65.0,36,True,,nodeenv,conda-forge/nodeenv,,,165921638.0,139899.0,139490.0,https://pypi.org/project/nodeenv,2025-12-20 14:08:52.000,409.0,165805677.0,https://anaconda.org/conda-forge/nodeenv,2025-12-20 20:08:47.195,8233239.0,2.0,,,,,,,,,,,,,,,,,,
+61,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools-scm,https://github.com/pypa/setuptools-scm,,2015-07-01 17:57:56.000,2026-05-06 21:23:42.000000,2026-04-25 16:27:30,2396.0,163.0,236.0,21.0,687.0,643.0,946.0,2026-03-27 20:33:59.000,cs-ersioning-1.1.1,104.0,159.0,37.0,36,False,,setuptools_scm,conda-forge/setuptools_scm,,871.0,144611844.0,35666.0,33134.0,https://pypi.org/project/setuptools_scm,2026-03-27 15:57:03.000,2532.0,144514840.0,https://anaconda.org/conda-forge/setuptools_scm,2025-10-20 12:59:23.792,6983839.0,2.0,,,,,,,,,,,,,,,,,,
+62,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2026-05-02 11:56:21.593000,2026-05-01 23:09:55,1150.0,12.0,116.0,17.0,117.0,110.0,673.0,2026-05-01 23:12:58.000,0.8.7,30.0,52.0,12.0,36,True,,parso,conda-forge/parso,,,145666382.0,600155.0,598987.0,https://pypi.org/project/parso,2026-05-01 23:12:58.000,1168.0,145154065.0,https://anaconda.org/conda-forge/parso,2026-05-02 11:56:21.593,35862203.0,2.0,,,,,,,,,,,,,,,,,,
+63,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2026-05-06 15:19:21.000000,2026-05-06 15:19:08,3649.0,48.0,3228.0,388.0,1277.0,1846.0,44727.0,2026-04-29 05:26:35.000,2.6.28,100.0,476.0,78.0,35,True,,pyenv,,,,12024.0,21.0,21.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,,12024.0,,,,2.0,,,,,,,,,,,,,,,,,,
+64,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2026-05-04 18:19:43.000000,2026-05-04 14:58:51,3616.0,97.0,431.0,83.0,454.0,371.0,13409.0,2026-03-22 15:30:23.000,2.2.1,188.0,61.0,155.0,35,True,,scalene,,,,328592.0,1070.0,1004.0,https://pypi.org/project/scalene,2026-03-22 14:42:37.000,66.0,328592.0,,,,2.0,,,,,,,,,,,,,,,,,,
+65,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2025-09-03 16:04:18.705000,2023-06-07 11:16:23,408.0,,1389.0,193.0,189.0,257.0,12482.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,534.0,35,False,,pyautogui,conda-forge/pyautogui,,,2663507.0,57537.0,56503.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,1034.0,2656839.0,https://anaconda.org/conda-forge/pyautogui,2025-09-03 16:04:18.705,446793.0,2.0,,,,,,,,,,,,,,,,,,
+66,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2026-04-21 11:15:43.000000,2026-04-21 11:15:34,1221.0,7.0,259.0,49.0,241.0,166.0,7701.0,2026-01-04 18:37:22.000,5.1.2,55.0,76.0,27.0,35,True,,pyinstrument,conda-forge/pyinstrument,,,10349252.0,4538.0,4293.0,https://pypi.org/project/pyinstrument,2026-01-04 18:37:22.000,245.0,10332628.0,https://anaconda.org/conda-forge/pyinstrument,2026-01-04 23:17:44.124,1147104.0,2.0,,,,,,,,,,,,,,,,,,
+67,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2026-03-23 20:38:29.000000,2026-03-23 20:38:28,873.0,15.0,174.0,31.0,565.0,226.0,1976.0,2025-11-06 20:10:13.000,3.7.0,115.0,55.0,43.0,35,True,,safety,conda-forge/safety,,1574698.0,5482627.0,21110.0,19808.0,https://pypi.org/project/safety,2026-03-12 16:42:47.000,1302.0,5458750.0,https://anaconda.org/conda-forge/safety,2025-11-07 13:05:02.116,168897.0,2.0,,,,,,,,,,,,,,,,,,
+68,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2025-06-21 07:47:51.807000,2025-06-20 18:44:19,579.0,,183.0,26.0,316.0,489.0,1448.0,2025-06-20 18:45:26.000,3.4.0,42.0,88.0,61.0,35,True,,pyflakes,conda-forge/pyflakes,,,64176321.0,334056.0,332751.0,https://pypi.org/project/pyflakes,2025-06-20 18:45:26.000,1305.0,64009988.0,https://anaconda.org/conda-forge/pyflakes,2025-06-21 07:47:51.807,10312694.0,2.0,,,,,,,,,,,,,,,,,,
+69,pytest-html,pytest-dev/pytest-html,testing,Plugin for generating HTML reports for pytest results.,,https://github.com/pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2026-05-04 20:43:47.000000,2026-04-13 21:22:01,650.0,14.0,252.0,22.0,549.0,264.0,769.0,2026-01-19 11:30:07.000,4.2.0,59.0,65.0,185.0,35,True,,pytest-html,conda-forge/pytest-html,['pytest'],,22175817.0,59675.0,58578.0,https://pypi.org/project/pytest-html,2026-01-19 11:25:25.000,1097.0,22160224.0,https://anaconda.org/conda-forge/pytest-html,2026-01-21 10:01:29.357,1029183.0,2.0,,,,,,,,,,,,,,,,,,
+70,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2026-05-02 08:59:36.000000,2026-03-30 19:48:01,1328.0,20.0,64.0,6.0,112.0,273.0,648.0,2026-03-27 11:34:47.000,2.0.2,152.0,46.0,32.0,35,True,,griffe,conda-forge/griffe,,,28586427.0,17181.0,16678.0,https://pypi.org/project/griffe,2026-03-27 11:34:47.000,503.0,28568548.0,https://anaconda.org/conda-forge/griffe,2026-03-27 14:25:14.675,893958.0,2.0,,,,,,,,,,,,,,,,,,
+71,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2026-05-07 00:58:47.000000,2026-05-07 00:58:41,4922.0,13.0,354.0,47.0,53.0,1802.0,5070.0,2026-03-18 02:02:29.000,9.2.4,374.0,39.0,13.0,34,False,,pyarmor,,,,876943.0,2152.0,2028.0,https://pypi.org/project/pyarmor,2026-03-18 02:01:45.000,124.0,876943.0,,,,3.0,,,,,,,,,,,,,,,,,,
+72,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2017-03-06 08:00:18.000,2026-04-30 05:28:50.000000,2026-04-30 05:28:49,791.0,10.0,184.0,24.0,176.0,196.0,4584.0,2026-03-25 14:41:13.000,2.16,56.0,49.0,55.0,34,True,,vulture,conda-forge/vulture,,,8874301.0,7620.0,6957.0,https://pypi.org/project/vulture,2026-03-25 14:41:26.000,663.0,8871465.0,https://anaconda.org/conda-forge/vulture,2026-03-26 01:59:07.768,198540.0,1.0,,,,,,,,,,,,,,,,,,
+73,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pex-tool/pex,https://github.com/pex-tool/pex,Apache-2.0,2014-07-21 17:06:12.000,2026-05-05 21:18:18.000000,2026-05-05 19:28:58,2003.0,39.0,311.0,52.0,1698.0,1179.0,4208.0,2026-05-05 21:20:30.000,2.94.0,471.0,127.0,53.0,34,True,pex-tool/pex,pex,,,532235.0,5442063.0,64.0,,https://pypi.org/project/pex,2026-05-05 21:18:18.000,64.0,5375534.0,,,,2.0,,,,,,,,,,,,,,,,,,
+74,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2026-05-06 03:27:28.000000,2026-05-06 03:26:38,5167.0,109.0,490.0,45.0,1621.0,839.0,3269.0,2026-05-06 03:27:28.000,0.4.2,64.0,202.0,181.0,34,True,,briefcase,,,1164.0,55927.0,906.0,861.0,https://pypi.org/project/briefcase,2026-05-06 03:27:28.000,45.0,55912.0,,,,2.0,,,,,,,,,,,,,,,,,,
+75,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2026-04-29 09:53:54.000000,2026-04-29 08:14:24,1394.0,19.0,156.0,35.0,358.0,314.0,2247.0,2025-03-25 08:03:19.000,3.12.0,53.0,83.0,133.0,34,True,,flit,conda-forge/flit,,,14175007.0,3692.0,2762.0,https://pypi.org/project/flit,2025-03-25 08:03:19.000,930.0,14169248.0,https://anaconda.org/conda-forge/flit,2025-04-22 14:56:31.709,391633.0,3.0,,,,,,,,,,,,,,,,,,
+76,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/prettytable/prettytable,https://github.com/prettytable/prettytable,,2016-01-15 02:39:17.000,2026-05-01 04:20:08.000000,2026-05-01 04:20:06,811.0,14.0,184.0,21.0,310.0,137.0,1653.0,2025-11-14 17:33:19.000,3.17.0,42.0,71.0,17.0,34,False,prettytable/prettytable,prettytable,conda-forge/prettytable,,,51535945.0,83948.0,81007.0,https://pypi.org/project/prettytable,2025-11-14 17:33:19.000,2941.0,51455049.0,https://anaconda.org/conda-forge/prettytable,2025-11-15 09:37:35.891,5339150.0,2.0,,,,,,,,,,,,,,,,,,
+77,nox,theacodes/nox,testing,Flexible test automation for Python.,,https://github.com/wntrblm/nox,https://github.com/wntrblm/nox,Apache-2.0,2016-02-24 04:02:58.000,2026-04-30 10:53:15.000000,2026-04-27 04:51:45,761.0,24.0,177.0,18.0,645.0,374.0,1518.0,2026-04-10 17:42:40.000,2026.4.10,35.0,116.0,69.0,34,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],,5975772.0,9463.0,7829.0,https://pypi.org/project/nox,2026-04-10 17:42:40.000,1634.0,5967598.0,https://anaconda.org/conda-forge/nox,2026-04-10 19:49:52.482,580418.0,2.0,,,,,,,,,,,,,,,,,,
+78,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2026-05-04 16:56:05.000000,2026-04-06 19:44:27,1274.0,52.0,134.0,19.0,389.0,228.0,825.0,2026-03-02 00:49:50.000,0.16.0,35.0,84.0,47.0,34,True,,nose2,conda-forge/nose2,,,658128.0,27447.0,27084.0,https://pypi.org/project/nose2,2026-03-02 00:49:50.000,363.0,655750.0,https://anaconda.org/conda-forge/nose2,2025-04-22 14:56:50.674,228325.0,2.0,,,,,,,,,,,,,,,,,,
+79,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2026-05-04 17:39:46.000000,2026-05-04 17:39:44,556.0,72.0,110.0,9.0,452.0,238.0,586.0,2026-04-15 22:09:47.000,3.10.2,119.0,68.0,,34,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],,10586681.0,67309.0,60491.0,https://pypi.org/project/sphinx-autodoc-typehints,2026-04-15 22:09:47.000,6818.0,10571829.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2026-04-16 10:01:51.399,1054524.0,2.0,,,,,,,,,,,,,,,,,,
+80,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2026-05-07 10:00:30.000000,2026-05-04 06:08:34,785.0,49.0,186.0,6.0,528.0,173.0,570.0,2026-02-28 15:17:43.000,4.1.0,48.0,67.0,8.0,34,True,,coveralls,conda-forge/coveralls,['pytest'],,1621258.0,39448.0,36896.0,https://pypi.org/project/coveralls,2026-02-28 15:16:46.000,2552.0,1599361.0,https://anaconda.org/conda-forge/coveralls,2026-02-28 18:09:14.813,1532853.0,2.0,,,,,,,,,,,,,,,,,,
+81,pyre-check,facebook/pyre-check,type-checkers,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2026-05-06 11:45:02.000000,2026-05-05 13:11:36,20911.0,152.0,449.0,113.0,566.0,311.0,7156.0,2024-10-29 21:22:27.000,0.9.23,81.0,306.0,159.0,33,True,,pyre-check,,,,185039.0,108.0,21.0,https://pypi.org/project/pyre-check,2025-07-07 15:59:16.000,87.0,185039.0,,,,3.0,,,,,,,,,,,,,,,,,,
+82,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,MIT,2009-10-02 00:43:37.000,2025-12-22 21:54:22.000000,2025-12-22 21:54:19,1519.0,,753.0,109.0,547.0,673.0,5155.0,2025-03-29 17:33:29.000,2.13.0,23.0,137.0,106.0,33,True,,pycodestyle,conda-forge/pycodestyle,,,77997254.0,2210.0,,https://pypi.org/project/pycodestyle,2025-06-20 18:49:47.000,2210.0,77825463.0,https://anaconda.org/conda-forge/pycodestyle,2025-06-22 18:14:44.520,10651081.0,2.0,,,,,,7.0,,,,,,,,,,,,
+83,pytype,google/pytype,type-checkers,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2026-03-16 14:08:32.000000,2026-01-23 16:17:37,6969.0,,288.0,52.0,1202.0,745.0,5033.0,2024-10-11 08:28:27.000,2024.10.11,204.0,112.0,204.0,33,True,,pytype,conda-forge/pytype,,,1018771.0,4547.0,4316.0,https://pypi.org/project/pytype,2024-10-11 08:28:27.000,231.0,1009949.0,https://anaconda.org/conda-forge/pytype,2025-04-22 14:57:26.233,626362.0,3.0,,,,,,,,,,,,,,,,,,
+84,mimesis,lk-geimfari/mimesis,testing,Mimesis is a fast Python library for generating fake data in multiple languages.,,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2026-04-08 10:03:40.000000,2026-01-18 21:51:11,2710.0,,352.0,55.0,1294.0,354.0,4803.0,2026-01-11 09:14:55.000,19.1.0,64.0,130.0,11.0,33,True,,mimesis,conda-forge/mimesis,,870.0,1875869.0,2374.0,2291.0,https://pypi.org/project/mimesis,2026-01-11 09:14:55.000,83.0,1870412.0,https://anaconda.org/conda-forge/mimesis,2026-01-11 13:15:04.094,381544.0,2.0,,,,,,,,,,,,,,,,,,
+85,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,,2011-05-13 23:44:30.000,2026-04-19 19:14:33.000000,2026-04-19 19:14:32,1342.0,14.0,239.0,47.0,339.0,205.0,3239.0,2025-12-06 20:18:35.000,2025.1.5,87.0,100.0,164.0,33,False,,pudb,conda-forge/pudb,,88.0,1184113.0,8587.0,8451.0,https://pypi.org/project/pudb,2025-12-06 20:18:12.000,136.0,1175252.0,https://anaconda.org/conda-forge/pudb,2025-12-07 00:08:08.048,505020.0,1.0,,,,,,,,,,,,,,,,,,
+86,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2026-05-07 14:16:24.000000,2026-05-07 14:16:24,750.0,14.0,538.0,65.0,364.0,219.0,2233.0,,,13.0,111.0,58.0,33,True,,pyelftools,conda-forge/pyelftools,,,13376735.0,12237.0,11968.0,https://pypi.org/project/pyelftools,2025-02-19 14:19:59.000,269.0,13355344.0,https://anaconda.org/conda-forge/pyelftools,2025-04-22 14:56:21.172,1433197.0,1.0,,,,,,,,,,,,,,,,,,
+87,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2026-01-04 14:49:29.000000,2026-01-04 14:49:29,3393.0,,182.0,25.0,397.0,262.0,2207.0,2025-07-12 17:46:05.000,1.14.0,95.0,85.0,121.0,33,True,,rope,conda-forge/rope,,45.0,1340333.0,79421.0,79097.0,https://pypi.org/project/rope,2025-07-12 17:46:05.000,324.0,1303654.0,https://anaconda.org/conda-forge/rope,2025-07-13 00:41:35.626,2457478.0,2.0,,,,,,,,,,,,,,,,,,
+88,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2026-04-15 09:16:51.000000,2026-04-15 09:16:38,812.0,9.0,125.0,13.0,197.0,467.0,2073.0,2026-04-15 09:16:56.000,1.0.4,75.0,55.0,7.0,33,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],,7305762.0,28512.0,26501.0,https://pypi.org/project/mkdocstrings,2026-04-15 09:16:51.000,2011.0,7300683.0,https://anaconda.org/conda-forge/mkdocstrings,2026-02-08 13:03:02.624,340304.0,2.0,,,,,,,,,,,,,,,,,,
+89,doit,pydoit/doit,build-tools,CLI task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2026-02-12 12:57:06.000000,2026-02-12 12:52:51,1519.0,35.0,188.0,46.0,173.0,223.0,2046.0,2026-02-09 07:02:10.000,0.37.0,49.0,70.0,92.0,33,True,,doit,conda-forge/doit,,,764530.0,2399.0,2257.0,https://pypi.org/project/doit,2026-02-09 07:02:10.000,142.0,757261.0,https://anaconda.org/conda-forge/doit,2026-02-09 22:04:00.322,516133.0,3.0,,,,,,,,,,,,,,,,,,
+90,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the pytest runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2026-05-04 20:58:12.000000,2026-04-06 22:47:23,1481.0,4.0,238.0,59.0,428.0,296.0,1446.0,2024-12-05 21:45:56.000,8.1.0,106.0,67.0,87.0,33,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],,2754575.0,4879.0,4773.0,https://pypi.org/project/pytest-bdd,2024-12-05 21:45:56.000,106.0,2752467.0,https://anaconda.org/conda-forge/pytest-bdd,2025-04-22 14:57:05.450,75890.0,2.0,,,,,,,,,,,,,,,,,,
+91,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2025-04-22 14:56:22.777000,2016-03-04 01:16:26,1004.0,,391.0,44.0,264.0,467.0,1363.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,451.0,33,False,,nose,conda-forge/nose,,,10496240.0,173661.0,170966.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,2695.0,10463748.0,https://anaconda.org/conda-forge/nose,2025-04-22 14:56:22.777,3899151.0,2.0,,,,,,,,,,,,,,,,,,
+92,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2025-04-22 14:56:25.041000,2024-07-26 17:57:57,434.0,,188.0,33.0,98.0,70.0,772.0,2024-07-26 18:15:02.000,1.0.0,30.0,42.0,61.0,33,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],,27916449.0,163189.0,162562.0,https://pypi.org/project/alabaster,2024-07-26 18:15:02.000,627.0,27634451.0,https://anaconda.org/conda-forge/alabaster,2025-04-22 14:56:25.041,11279924.0,2.0,,,,,,,,,,,,,,,,,,
+93,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2026-05-02 08:42:29.000000,2026-05-02 08:42:25,330.0,3.0,954.0,228.0,124.0,110.0,16593.0,2025-05-31 23:22:45.000,1.2.3,62.0,29.0,29.0,32,True,,pysnooper,conda-forge/pysnooper,,,553325.0,2187.0,2120.0,https://pypi.org/project/pysnooper,2025-05-31 23:22:45.000,67.0,551144.0,https://anaconda.org/conda-forge/pysnooper,2025-04-22 14:57:05.002,148319.0,2.0,,,,,,,,,,,,,,,,,,
+94,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2025-08-19 19:29:42.000000,2025-08-19 19:29:42,680.0,,289.0,32.0,264.0,212.0,4505.0,2025-08-09 10:39:10.000,1.5.5,68.0,126.0,146.0,32,True,,freezegun,conda-forge/freezegun,,177.0,41482728.0,1272.0,,https://pypi.org/project/freezegun,2025-08-09 10:39:06.000,1272.0,41453274.0,https://anaconda.org/conda-forge/freezegun,2025-08-09 15:49:47.831,2002516.0,3.0,,,,,,,,,,,,,,,,,,
+95,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,MIT-0,2013-08-04 21:12:50.000,2026-04-14 02:31:15.000000,2026-04-13 17:11:02,1119.0,6.0,216.0,33.0,409.0,417.0,2500.0,2025-10-27 16:02:15.000,16.0.0,114.0,79.0,50.0,32,False,,pdoc,,,,1762247.0,5225.0,4508.0,https://pypi.org/project/pdoc,2025-10-27 16:02:15.000,717.0,1762247.0,,,,2.0,,,,,,,,,,,,,,,,,,
+96,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/prospector-dev/prospector,https://github.com/prospector-dev/prospector,GPL-2.0,2013-08-05 07:26:30.000,2026-04-27 18:23:25.000000,2026-04-27 18:23:21,1616.0,8.0,178.0,33.0,407.0,371.0,2077.0,2026-02-03 12:55:54.000,1.18.0,145.0,98.0,33.0,32,True,prospector-dev/prospector,prospector,conda-forge/prospector,,,437754.0,5800.0,5507.0,https://pypi.org/project/prospector,2026-02-03 12:55:54.000,293.0,434343.0,https://anaconda.org/conda-forge/prospector,2026-02-03 15:52:16.247,225171.0,1.0,,,,,,-2.0,,,,,,,,,,,,
+97,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,,2010-07-22 10:13:12.000,2026-04-28 12:22:44.000000,2026-03-29 18:21:00,1658.0,26.0,169.0,33.0,386.0,144.0,1503.0,2025-11-28 23:52:53.000,1.9.2,51.0,82.0,46.0,32,False,,logbook,conda-forge/logbook,,598.0,6165976.0,7741.0,7458.0,https://pypi.org/project/logbook,2025-11-27 21:10:16.000,283.0,6159993.0,https://anaconda.org/conda-forge/logbook,2025-11-27 22:48:43.454,424577.0,2.0,,,,,,,,,,,,,,,,,,
+98,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2026-04-28 00:28:47.000000,2026-04-28 00:28:45,444.0,6.0,114.0,6.0,306.0,184.0,1117.0,2025-11-29 20:51:56.000,25.11.29,75.0,90.0,63.0,32,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],,4372274.0,43942.0,42412.0,https://pypi.org/project/flake8-bugbear,2025-11-29 20:51:56.000,1530.0,4358559.0,https://anaconda.org/conda-forge/flake8-bugbear,2025-12-02 02:02:52.947,905249.0,2.0,,,,,,,,,,,,,,,,,,
+99,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2026-04-04 14:02:00.745000,2026-04-03 17:54:26,408.0,8.0,219.0,47.0,78.0,105.0,10046.0,2026-04-03 17:43:46.000,2.2.0,26.0,37.0,62.0,31,True,,icecream,conda-forge/icecream,,,1646077.0,619.0,21.0,https://pypi.org/project/icecream,2026-04-03 17:42:50.000,598.0,1644383.0,https://anaconda.org/conda-forge/icecream,2026-04-04 14:02:00.745,103339.0,2.0,,,,,,,,,,,,,,,,,,
+100,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2026-05-05 14:34:59.000000,2026-05-05 14:34:58,3322.0,71.0,438.0,45.0,2221.0,1628.0,8009.0,2026-04-29 14:04:33.000,2.6.0,177.0,182.0,476.0,31,True,,,conda-forge/mamba,,,327535.0,,,,,,,https://anaconda.org/conda-forge/mamba,2026-04-29 13:36:16.365,23582539.0,3.0,,,,,,,,,,,,,,,,,,
+101,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2026-03-30 18:46:52.000000,2026-03-01 16:20:57,420.0,2.0,416.0,55.0,225.0,114.0,7452.0,2024-02-18 18:23:06.000,0.5.0,43.0,76.0,216.0,31,True,,pipreqs,conda-forge/pipreqs,,,749748.0,40790.0,40467.0,https://pypi.org/project/pipreqs,2024-02-18 17:49:34.000,323.0,748883.0,https://anaconda.org/conda-forge/pipreqs,2025-04-22 14:56:27.577,100357.0,3.0,,,,,,,,,,,,,,,,,,
+102,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2026-03-08 05:23:32.352000,2025-10-10 00:39:31,726.0,,232.0,52.0,60.0,232.0,6268.0,2025-07-20 02:10:37.000,3.3.0,36.0,11.0,15.0,31,True,,alive-progress,conda-forge/alive-progress,,,3266438.0,5622.0,5033.0,https://pypi.org/project/alive-progress,2025-07-20 02:10:37.000,589.0,3262510.0,https://anaconda.org/conda-forge/alive-progress,2026-03-08 05:23:32.352,275018.0,2.0,,,,,,,,,,,,,,,,,,
+103,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2026-04-28 22:23:51.000000,2026-04-28 22:23:50,1283.0,6.0,209.0,33.0,589.0,454.0,4082.0,2025-11-19 00:39:46.000,3.21.2,177.0,36.0,19.0,31,True,,pyupgrade,conda-forge/pyupgrade,,,1456246.0,630.0,,https://pypi.org/project/pyupgrade,2025-11-19 00:39:46.000,630.0,1443078.0,https://anaconda.org/conda-forge/pyupgrade,2025-11-19 02:05:13.152,948097.0,2.0,,,,,,,,,,,,,,,,,,
+104,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2026-04-27 19:40:13.757000,2024-12-12 19:59:04,263.0,,233.0,1.0,92.0,91.0,1764.0,2026-03-29 04:39:55.000,4.1.0,38.0,64.0,30.0,31,False,,python-json-logger,conda-forge/python-json-logger,,,108534810.0,1404.0,,https://pypi.org/project/python-json-logger,2026-03-29 04:39:55.000,1404.0,108312483.0,https://anaconda.org/conda-forge/python-json-logger,2026-04-27 19:40:13.757,14895923.0,2.0,,,,,,-2.0,,,,,,,,,,,,
+105,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2026-05-01 22:47:02.000000,2026-05-01 22:47:02,690.0,13.0,120.0,16.0,161.0,345.0,1759.0,2026-02-19 16:09:11.000,4.5.1,76.0,45.0,28.0,31,False,,typeguard,conda-forge/typeguard,,,66401251.0,3631.0,,https://pypi.org/project/typeguard,2026-02-19 16:09:01.000,3631.0,66377230.0,https://anaconda.org/conda-forge/typeguard,2026-04-27 15:47:00.113,1705500.0,3.0,,,,,,-2.0,,,,,,,,,,,,
+106,pytest-benchmark,ionelmc/pytest-benchmark,testing,pytest fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2026-03-26 12:10:25.000000,2026-03-26 12:10:24,1116.0,24.0,132.0,18.0,100.0,97.0,1430.0,2025-11-09 18:48:39.000,5.2.3,50.0,54.0,119.0,31,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],,13397061.0,1871.0,,https://pypi.org/project/pytest-benchmark,2025-11-09 18:48:39.000,1871.0,13348380.0,https://anaconda.org/conda-forge/pytest-benchmark,2025-11-09 19:28:27.412,2969589.0,3.0,,,,,,,,,,,,,,,,,,
+107,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2025-04-22 14:56:24.767000,2023-11-03 22:28:45,746.0,,188.0,2.0,318.0,225.0,1119.0,2023-01-17 20:31:11.783,6.3.0,23.0,92.0,121.0,31,False,,pydocstyle,conda-forge/pydocstyle,,103.0,5067724.0,75953.0,74201.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,1752.0,5016335.0,https://anaconda.org/conda-forge/pydocstyle,2025-04-22 14:56:24.767,3545896.0,2.0,,,,,,,,,,,,,,,,,,
+108,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/wolph/python-progressbar,https://github.com/wolph/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2026-04-18 02:42:57.000000,2026-04-18 02:42:53,1159.0,17.0,101.0,19.0,79.0,223.0,879.0,2024-08-28 22:50:15.000,4.5.0,111.0,49.0,7.0,31,True,,progressbar2,conda-forge/progressbar2,,3341.0,22747196.0,934.0,,https://pypi.org/project/progressbar2,2024-08-28 22:50:10.000,934.0,22682831.0,https://anaconda.org/conda-forge/progressbar2,2025-04-22 14:56:28.563,4567721.0,2.0,,,,,,,,,,,,,,,,,,
+109,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2025-04-22 14:56:24.539000,2023-12-03 13:55:50,149.0,,63.0,15.0,62.0,45.0,677.0,2022-01-24 01:14:49.000,0.7.0,13.0,24.0,10.0,31,True,,mccabe,conda-forge/mccabe,,,86927802.0,522140.0,521206.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,934.0,86701927.0,https://anaconda.org/conda-forge/mccabe,2025-04-22 14:56:24.539,11745538.0,2.0,,,,,,,,,,,,,,,,,,
+110,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2026-04-02 17:10:40.000000,2026-04-02 17:10:40,1450.0,1.0,514.0,46.0,607.0,246.0,4501.0,2024-05-06 18:05:06.000,1.5.0,38.0,89.0,125.0,30,True,,detect-secrets,,,,4337163.0,95.0,,https://pypi.org/project/detect-secrets,2024-05-06 17:46:16.000,95.0,4337163.0,,,,3.0,,,,,,,,,,,,,,,,,,
+111,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2026-01-01 19:04:12.000000,2025-12-14 14:33:55,1040.0,,406.0,36.0,544.0,446.0,3789.0,2025-02-03 09:49:01.000,3.3.3,46.0,134.0,190.0,30,True,,factory_boy,conda-forge/factory_boy,,,23534930.0,647.0,,https://pypi.org/project/factory_boy,2025-02-03 09:49:01.000,647.0,23530142.0,https://anaconda.org/conda-forge/factory_boy,2025-04-25 02:28:32.370,325623.0,3.0,,,,,,,,,,,,,,,,,,
+112,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2025-11-20 20:05:07.000000,2025-08-12 07:20:32,817.0,,362.0,66.0,456.0,233.0,2468.0,2025-03-30 09:04:11.000,10.2.2,19.0,143.0,145.0,30,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],,1395702.0,2663.0,2643.0,https://pypi.org/project/pytest-testinfra,2025-03-30 09:06:00.000,20.0,1395094.0,https://anaconda.org/conda-forge/pytest-testinfra,2025-04-22 14:57:44.936,38928.0,3.0,,,,,,,,,,,,,,,,,,
+113,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2025-04-22 14:56:42.827000,2024-10-20 09:52:52,549.0,,135.0,35.0,102.0,147.0,1981.0,2023-03-26 06:25:00.948,6.0.1,56.0,60.0,41.0,30,False,,radon,conda-forge/radon,,,3569392.0,7966.0,7749.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,217.0,3567638.0,https://anaconda.org/conda-forge/radon,2025-04-22 14:56:42.827,121059.0,2.0,,,,,,,,,,,,,,,,,,
+114,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2026-02-27 03:31:35.000000,2026-02-27 02:33:10,383.0,2.0,147.0,27.0,88.0,131.0,1975.0,2023-03-09 15:41:00.602,0.13.13,46.0,60.0,75.0,30,True,,ipdb,conda-forge/ipdb,,,15288029.0,69552.0,68434.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,1118.0,15276346.0,https://anaconda.org/conda-forge/ipdb,2025-04-22 14:56:25.687,829515.0,2.0,,,,,,,,,,,,,,,,,,
+115,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2026-03-18 02:24:56.258000,2026-03-17 22:32:55,845.0,30.0,80.0,12.0,124.0,78.0,1713.0,2026-03-17 22:30:39.000,1.7.6,30.0,35.0,19.0,30,True,,yappi,conda-forge/yappi,,,2818399.0,1779.0,1690.0,https://pypi.org/project/yappi,2026-03-17 22:30:39.000,89.0,2812652.0,https://anaconda.org/conda-forge/yappi,2026-03-18 02:24:56.258,385113.0,2.0,,,,,,,,,,,,,,,,,,
+116,cx_Freeze,marcelotduarte/cx_Freeze,packaging,Creates standalone executables from Python scripts with the same performance as the original script. It is cross-..,,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,2017-01-22 04:25:52.000,2026-05-07 15:17:40.000000,2026-05-04 03:29:25,2686.0,53.0,238.0,26.0,2072.0,1027.0,1538.0,2026-04-13 06:00:29.000,8.6.4,118.0,125.0,45.0,30,True,,cx_freeze,conda-forge/cx_freeze,,,215366.0,138.0,,https://pypi.org/project/cx_freeze,2026-04-13 06:00:29.000,138.0,197031.0,https://anaconda.org/conda-forge/cx_freeze,2026-04-13 07:15:39.549,1320132.0,2.0,,,,,,,,,,,,,,,,,,
+117,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2025-12-12 14:52:24.000000,2025-12-12 14:51:48,466.0,,82.0,14.0,173.0,95.0,1526.0,2025-08-23 12:19:34.000,1.1.1,32.0,58.0,32.0,30,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],55.0,6346049.0,31862.0,30361.0,https://pypi.org/project/pytest-sugar,2025-08-23 12:19:34.000,1501.0,6338445.0,https://anaconda.org/conda-forge/pytest-sugar,2025-08-24 22:40:41.102,517059.0,3.0,,,,,,,,,,,,,,,,,,
+118,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2025-10-16 20:08:47.821000,2025-10-16 16:13:12,250.0,,95.0,11.0,50.0,79.0,961.0,2025-10-16 16:14:21.000,6.10.1,70.0,35.0,,30,True,,colorlog,conda-forge/colorlog,,,59428630.0,67860.0,65118.0,https://pypi.org/project/colorlog,2025-10-16 16:14:10.000,2742.0,59332260.0,https://anaconda.org/conda-forge/colorlog,2025-10-16 20:08:47.821,6745944.0,3.0,,,,,,,,,,,,,,,,,,
+119,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2026-04-20 03:18:18.000000,2026-04-20 03:18:16,693.0,20.0,86.0,11.0,226.0,84.0,956.0,2026-02-20 05:01:45.000,2.3.3,63.0,40.0,39.0,30,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,,7772201.0,1383.0,,https://pypi.org/project/autoflake,2026-02-20 05:01:42.000,1383.0,7761142.0,https://anaconda.org/conda-forge/autoflake,2026-02-20 08:48:51.904,663554.0,2.0,,,,,,,,,,,,,,,,,,
+120,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2026-01-01 08:13:42.000000,2025-12-01 11:01:39,1999.0,,209.0,14.0,410.0,427.0,816.0,2025-07-08 19:34:47.000,5.0.0a2,68.0,121.0,193.0,30,True,breathe-doc/breathe,breathe,conda-forge/breathe,,816.0,1674341.0,19908.0,19777.0,https://pypi.org/project/breathe,2025-07-08 20:28:19.000,131.0,1658713.0,https://anaconda.org/conda-forge/breathe,2025-04-22 14:56:28.512,1108724.0,2.0,,,,,,,,,,,,,,,,,,
+121,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/pylint-dev/pylint-django,https://github.com/pylint-dev/pylint-django,GPL-3.0,2013-10-01 06:35:15.000,2026-04-27 22:04:46.000000,2026-01-01 11:09:12,712.0,,122.0,13.0,237.0,176.0,621.0,2026-01-01 11:17:04.000,2.7.0,58.0,72.0,68.0,30,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,['pylint'],434.0,1951461.0,32605.0,32449.0,https://pypi.org/project/pylint-django,2026-01-01 11:17:04.000,156.0,1944499.0,https://anaconda.org/conda-forge/pylint-django,2026-01-02 04:35:16.407,459199.0,2.0,,,,,,,,,,,,,,,,,,
+122,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2026-04-29 19:03:06.638000,2026-04-21 01:28:25,634.0,9.0,86.0,5.0,162.0,157.0,590.0,2026-04-28 20:34:50.000,1.7.8,65.0,41.0,23.0,30,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,71.0,1095629.0,4916.0,4508.0,https://pypi.org/project/docformatter,2026-04-28 20:34:50.000,408.0,1090439.0,https://anaconda.org/conda-forge/docformatter,2026-04-29 19:03:06.638,352908.0,3.0,,,,,,,,,,,,,,,,,,
+123,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2025-11-03 20:57:10.317000,2021-06-11 10:22:09,273.0,,45.0,10.0,39.0,52.0,557.0,2021-06-11 10:24:04.382,15.0.1,63.0,17.0,36.0,30,False,,coloredlogs,anaconda/coloredlogs,,,37132262.0,87055.0,85126.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,1929.0,37132040.0,https://anaconda.org/anaconda/coloredlogs,2025-11-03 20:57:10.317,23191.0,3.0,,,,,,,,,,,,,,,,,,
+124,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2025-09-01 12:24:49.483000,2025-08-31 21:24:41,525.0,,39.0,10.0,53.0,34.0,389.0,2025-09-01 09:48:08.000,2.2.1,36.0,11.0,19.0,30,True,,executing,conda-forge/executing,,,142436432.0,339692.0,338891.0,https://pypi.org/project/executing,2025-09-01 09:48:08.000,801.0,142039231.0,https://anaconda.org/conda-forge/executing,2025-09-01 12:24:49.483,26612471.0,1.0,,,,,,,,,,,,,,,,,,
+125,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2025-06-01 20:57:08.000000,2025-06-01 20:57:08,409.0,,423.0,152.0,80.0,231.0,10887.0,2021-12-22 19:23:21.000,1.0.68,53.0,36.0,90.0,29,True,,bpytop,conda-forge/bpytop,,,9153.0,242.0,241.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,8710.0,https://anaconda.org/conda-forge/bpytop,2025-04-22 14:57:45.970,27956.0,3.0,,,,,,,,,,,,,,,,,,
+126,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2025-12-04 21:58:46.357000,2024-04-16 15:33:52,719.0,,387.0,81.0,166.0,117.0,4568.0,2022-11-15 17:59:01.069,0.61.0,59.0,105.0,139.0,29,False,,memory_profiler,conda-forge/memory_profiler,,,7032534.0,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,6962916.0,https://anaconda.org/conda-forge/memory_profiler,2025-12-04 21:58:46.357,4664425.0,3.0,,,,,,7.0,,,,,,,,,,,,
+127,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2019-12-10 22:26:33.000,2026-04-15 15:33:12.000000,2026-04-15 15:33:12,767.0,18.0,135.0,13.0,285.0,92.0,3235.0,2026-02-24 03:38:26.000,5.0.2,35.0,54.0,55.0,29,True,,line_profiler,conda-forge/line_profiler,,2803.0,2943235.0,405.0,,https://pypi.org/project/line_profiler,2026-02-23 23:29:45.000,405.0,2866193.0,https://anaconda.org/conda-forge/line_profiler,2026-02-24 23:29:30.445,5082454.0,3.0,,,,,,,,,,,,,,,,,,
+128,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2026-05-04 17:31:21.000000,2025-12-26 19:14:24,547.0,,108.0,29.0,372.0,69.0,2736.0,2025-05-17 15:59:40.000,1.3.6,34.0,27.0,39.0,29,True,,notifiers,conda-forge/notifiers,,,510322.0,1422.0,1385.0,https://pypi.org/project/notifiers,2025-05-17 15:58:56.000,37.0,509284.0,https://anaconda.org/conda-forge/notifiers,2025-05-20 18:12:25.759,67513.0,3.0,,,,,,,,,,,,,,,,,,
+129,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2026-04-20 01:49:37.000000,2026-04-20 01:49:36,2832.0,6.0,198.0,16.0,918.0,518.0,1000.0,2025-09-13 16:30:25.000,0.6.5,24.0,96.0,167.0,29,True,,asv,conda-forge/asv,,2079.0,413605.0,1829.0,1666.0,https://pypi.org/project/asv,2025-09-13 16:23:58.000,163.0,394220.0,https://anaconda.org/conda-forge/asv,2025-12-07 18:21:02.822,1394460.0,3.0,,,,,,,,,,,,,,,,,,
+130,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2026-02-17 23:52:44.000000,2026-02-17 23:52:37,297.0,30.0,106.0,21.0,116.0,101.0,864.0,2019-12-10 01:50:33.000,0.8.1,14.0,35.0,32.0,29,True,,astor,conda-forge/astor,,,28946421.0,618.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,618.0,28780522.0,https://anaconda.org/conda-forge/astor,2025-04-22 14:56:33.663,2820287.0,2.0,,,,,,,,,,,,,,,,,,
+131,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2026-05-04 20:58:24.000000,2026-04-21 22:05:19,741.0,18.0,34.0,2.0,650.0,68.0,704.0,2026-04-20 13:01:50.000,4.1.0,37.0,20.0,9.0,29,True,,pytest-randomly,conda-forge/pytest-randomly,,,6000446.0,12926.0,11984.0,https://pypi.org/project/pytest-randomly,2026-04-20 13:01:50.000,942.0,5993432.0,https://anaconda.org/conda-forge/pytest-randomly,2025-04-22 14:58:02.951,385788.0,3.0,,,,,,,,,,,,,,,,,,
+132,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2026-04-29 07:54:29.000000,2026-04-29 07:54:24,2094.0,19.0,177.0,49.0,345.0,278.0,615.0,2026-04-29 07:54:20.000,5.2.0,155.0,101.0,121.0,29,False,,zc.buildout,conda-forge/zc.buildout,,,76055.0,123.0,,https://pypi.org/project/zc.buildout,2026-04-29 07:54:20.000,123.0,74383.0,https://anaconda.org/conda-forge/zc.buildout,2025-04-22 14:58:01.521,93679.0,3.0,,,,,,,,,,,,,,,,,,
+133,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a hot-reload web server.,,https://github.com/sphinx-doc/sphinx-autobuild,https://github.com/sphinx-doc/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2025-12-16 13:12:50.000000,2025-12-16 13:12:50,401.0,,94.0,17.0,97.0,94.0,604.0,2025-08-25 18:44:54.000,2025.8.25,25.0,37.0,21.0,29,True,sphinx-doc/sphinx-autobuild,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],,5329560.0,34304.0,32022.0,https://pypi.org/project/sphinx-autobuild,2025-08-25 18:44:54.000,2282.0,5321853.0,https://anaconda.org/conda-forge/sphinx-autobuild,2025-11-04 15:27:59.755,500974.0,2.0,,,,,,,,,,,,,,,,,,
+134,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2025-05-06 21:53:54.000000,2025-05-06 21:53:53,286.0,,264.0,13.0,146.0,83.0,533.0,2025-05-05 20:43:43.000,0.15.1,31.0,37.0,21.0,29,False,,pep8-naming,conda-forge/pep8-naming,,,3935799.0,60261.0,59425.0,https://pypi.org/project/pep8-naming,2025-05-05 20:43:11.000,836.0,3927239.0,https://anaconda.org/conda-forge/pep8-naming,2025-05-06 21:46:36.863,599242.0,2.0,,,,,,,,,,,,,,,,,,
+135,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2026-05-01 15:44:16.000000,2026-05-01 15:44:15,709.0,5.0,170.0,29.0,416.0,158.0,350.0,2025-12-02 16:39:11.000,1.10.0,35.0,92.0,129.0,29,False,,numpydoc,conda-forge/numpydoc,['sphinx'],,2175794.0,3586.0,,https://pypi.org/project/numpydoc,2025-12-02 16:39:11.000,3586.0,2113441.0,https://anaconda.org/conda-forge/numpydoc,2025-12-02 22:48:01.622,4489432.0,2.0,,,,,,,,,,,,,,,,,,
+136,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2026-05-02 12:53:35.000000,2026-05-02 12:53:05,1102.0,5.0,67.0,31.0,7.0,,241.0,2025-11-06 17:24:29.000,8.0.0,43.0,191.0,,29,True,,hacking,,['flake8'],,156880.0,8040.0,7931.0,https://pypi.org/project/hacking,2025-11-06 17:24:29.000,109.0,156880.0,,,,2.0,,,,,,,,,,,,,,,,,,
+137,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2026-04-02 08:18:27.541000,2026-04-02 06:20:27,1469.0,24.0,272.0,86.0,413.0,430.0,1984.0,2026-04-02 06:20:26.000,0.13.20,699.0,40.0,102.0,28,True,,pybuilder,conda-forge/pybuilder,,,48868.0,6.0,,https://pypi.org/project/pybuilder,2026-04-02 06:20:15.000,6.0,42007.0,https://anaconda.org/conda-forge/pybuilder,2026-04-02 08:18:27.541,370528.0,3.0,,,,,,,,,,,,,,,,,,
+138,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2024-06-29 14:21:40.000000,2023-11-01 17:50:44,3337.0,,599.0,84.0,534.0,170.0,1761.0,2016-11-25 22:13:29.000,4.0.515,36.0,388.0,123.0,28,False,,diamond,,,,5136.0,222.0,216.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,6.0,5136.0,,,,3.0,,,,,,,,,,,,,,,,,,
+139,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2026-03-02 18:18:44.792000,2024-11-12 22:24:34,1157.0,,75.0,21.0,98.0,181.0,804.0,2024-04-18 23:54:19.000,4.0.2,149.0,40.0,7.0,28,False,,green,conda-forge/green,,,39533.0,1494.0,1368.0,https://pypi.org/project/green,2024-04-18 23:54:19.000,126.0,33958.0,https://anaconda.org/conda-forge/green,2026-03-02 18:18:44.792,390261.0,3.0,,,,,,,,,,,,,,,,,,
+140,mypy-protobuf,dropbox/mypy-protobuf,linters,open source tools to generate mypy stubs from protobufs.,,https://github.com/nipunn1313/mypy-protobuf,https://github.com/nipunn1313/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2026-04-28 18:06:47.910000,2026-04-28 00:06:21,533.0,3.0,80.0,17.0,578.0,125.0,704.0,2026-04-28 15:56:39.000,5.1.0,46.0,40.0,23.0,28,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,,18671458.0,302.0,,https://pypi.org/project/mypy-protobuf,2026-04-28 15:56:39.000,302.0,18668702.0,https://anaconda.org/conda-forge/mypy-protobuf,2026-04-28 18:06:47.910,181921.0,2.0,,,,,,-2.0,,,,,,,,,,,,
+141,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2025-04-22 14:57:12.196000,2021-10-18 03:34:23,504.0,,41.0,5.0,61.0,95.0,483.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,71.0,28,False,,darglint,conda-forge/darglint,,,642326.0,22960.0,22670.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,290.0,640601.0,https://anaconda.org/conda-forge/darglint,2025-04-22 14:57:12.196,122477.0,2.0,,,,,,,,,,,,,,,,,,
+142,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2026-05-04 18:15:20.000000,2026-04-21 22:07:10,687.0,9.0,23.0,5.0,588.0,56.0,469.0,2025-09-09 22:37:17.000,3.17.0,42.0,16.0,6.0,28,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],,1678390.0,30450.0,29669.0,https://pypi.org/project/flake8-comprehensions,2025-09-09 22:37:17.000,781.0,1663127.0,https://anaconda.org/conda-forge/flake8-comprehensions,2025-09-10 17:55:03.656,1083723.0,2.0,,,,,,,,,,,,,,,,,,
+143,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2026-02-13 20:49:59.000000,2026-01-25 11:45:17,947.0,,45.0,13.0,41.0,317.0,422.0,2026-02-13 20:49:59.000,0.28.10,52.0,31.0,223.0,28,True,,py2app,,,,61869.0,5606.0,5564.0,https://pypi.org/project/py2app,2026-02-13 20:49:59.000,42.0,61869.0,,,,3.0,,,,,,,,,,,,,,,,,,
+144,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2025-04-22 14:56:37.697000,2019-12-22 18:11:19,86.0,,53.0,9.0,37.0,22.0,229.0,2019-12-22 18:12:11.000,1.6.3,11.0,11.0,25.0,28,False,,astunparse,conda-forge/astunparse,,,16334312.0,169865.0,169182.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,683.0,16280847.0,https://anaconda.org/conda-forge/astunparse,2025-04-22 14:56:37.697,3421779.0,2.0,,,,,,,,,,,,,,,,,,
+145,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2025-10-25 14:27:21.036000,2025-10-25 13:31:10,399.0,,206.0,7.0,99.0,58.0,189.0,2025-10-25 13:31:06.000,7.0.0,45.0,40.0,2.0,28,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],,1545375.0,29216.0,28587.0,https://pypi.org/project/flake8-isort,2025-10-25 13:31:06.000,629.0,1543930.0,https://anaconda.org/conda-forge/flake8-isort,2025-10-25 14:27:21.036,101216.0,2.0,,,,,,,,,,,,,,,,,,
+146,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2025-06-29 22:40:49.000000,2025-06-29 22:34:16,438.0,,513.0,161.0,170.0,174.0,10334.0,2025-06-29 22:40:49.000,0.15.3.0,96.0,45.0,169.0,27,True,,gdbgui,,,20434.0,9097.0,512.0,510.0,https://pypi.org/project/gdbgui,2025-06-29 22:39:12.000,2.0,8806.0,,,,3.0,,,,,,,,,,,,,,,,,,
+147,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2024-12-24 01:04:30.000000,2024-11-03 22:09:40,6749.0,,254.0,59.0,137.0,237.0,6099.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,336.0,27,False,,pyoxidizer,,,28893.0,11132.0,160.0,158.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,10752.0,,,,3.0,,,,,,,,,,,,,,,,,,
+148,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2018-06-28 14:01:33.000,2025-12-04 21:58:46.357000,2018-06-28 13:35:12,500.0,,387.0,4.0,1.0,,4539.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,,27,False,,memory_profiler,conda-forge/memory_profiler,,,7032534.0,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,6962916.0,https://anaconda.org/conda-forge/memory_profiler,2025-12-04 21:58:46.357,4664434.0,3.0,,,,,,,,,,,,,,,,,,
+149,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2024-02-05 04:33:35.000000,2021-06-11 17:11:55,4487.0,,1356.0,93.0,3155.0,2374.0,3592.0,2017-05-30 10:07:57.000,0.11.1,731.0,484.0,835.0,27,False,,coala-bears,,,263.0,7138.0,19.0,13.0,https://pypi.org/project/coala-bears,2023-12-02 01:06:08.134,6.0,7137.0,,,,3.0,,,,,,,,,,,,,,,,,,
+150,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2026-02-23 17:34:55.834000,2022-07-14 18:31:38,706.0,,74.0,16.0,324.0,128.0,1457.0,2026-02-23 14:23:43.000,0.12.1,33.0,41.0,107.0,27,False,,pdbpp,conda-forge/pdbpp,,,1414500.0,638.0,,https://pypi.org/project/pdbpp,2026-02-23 14:23:43.000,638.0,1408926.0,https://anaconda.org/conda-forge/pdbpp,2026-02-23 17:34:55.834,323302.0,3.0,,,,,,,,,,,,,,,,,,
+151,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2025-06-07 07:19:44.000000,2025-06-07 07:19:43,497.0,,89.0,10.0,69.0,57.0,1398.0,2021-12-22 16:55:15.000,1.0.1,18.0,31.0,60.0,27,True,,pympler,conda-forge/pympler,,,5844949.0,259.0,,https://pypi.org/project/pympler,2024-06-28 19:56:05.000,259.0,5834387.0,https://anaconda.org/conda-forge/pympler,2025-04-22 14:56:33.462,707703.0,3.0,,,,,,,,,,,,,,,,,,
+152,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2026-04-26 09:12:52.000000,2026-04-26 09:12:07,922.0,16.0,67.0,23.0,147.0,74.0,1286.0,2023-10-11 03:48:57.000,1.25.0,53.0,25.0,35.0,27,True,,wily,,,,55187.0,314.0,300.0,https://pypi.org/project/wily,2026-04-26 04:28:26.000,14.0,55187.0,,,,3.0,,,,,,,,,,,,,,,,,,
+153,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2026-04-27 05:16:28.000000,2022-08-08 11:25:05,700.0,,100.0,14.0,106.0,96.0,1053.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,64.0,27,False,,pylama,,,,189582.0,7227.0,6898.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,329.0,189582.0,,,,3.0,,,,,,,,,,,,,,,,,,
+154,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,MIT,2015-02-02 14:21:10.000,2025-12-01 07:34:04.000000,2025-12-01 07:33:38,407.0,,77.0,20.0,92.0,140.0,977.0,2025-12-01 07:48:45.000,2.2.0,95.0,29.0,37.0,27,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],,2721496.0,1688.0,1629.0,https://pypi.org/project/pytest-testmon,2025-12-01 07:30:23.000,59.0,2720012.0,https://anaconda.org/conda-forge/pytest-testmon,2025-04-22 14:56:46.735,146929.0,3.0,,,,,,,,,,,,,,,,,,
+155,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2026-02-12 14:23:26.000000,2026-02-12 14:23:25,688.0,3.0,115.0,23.0,187.0,69.0,803.0,2023-10-22 15:51:05.000,V2.1.0,25.0,47.0,26.0,27,False,,pyhamcrest,conda-forge/pyhamcrest,,,6955162.0,42961.0,42646.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,315.0,6942650.0,https://anaconda.org/conda-forge/pyhamcrest,2025-04-22 14:56:22.885,663181.0,3.0,,,,,,,,,,,,,,,,,,
+156,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000000,2021-12-09 03:12:36,1672.0,,72.0,26.0,107.0,48.0,725.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,90.0,27,False,,redbaron,,,,517753.0,863.0,775.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,88.0,517753.0,,,,2.0,,,,,,,,,,,,,,,,,,
+157,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2026-05-04 18:14:16.000000,2026-04-21 22:03:37,526.0,14.0,45.0,8.0,349.0,72.0,682.0,2025-09-08 15:33:17.000,1.20.0,31.0,26.0,9.0,27,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,,151160.0,1683.0,1564.0,https://pypi.org/project/blacken-docs,2025-09-08 15:33:17.000,119.0,150291.0,https://anaconda.org/conda-forge/blacken-docs,2025-09-08 21:36:16.747,60861.0,3.0,,,,,,,,,,,,,,,,,,
+158,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2026-05-04 21:19:01.000000,2024-05-20 16:10:07,243.0,,51.0,5.0,126.0,37.0,664.0,2024-04-07 22:30:44.000,1.7.0,16.0,17.0,37.0,27,False,,interrogate,,,,1650566.0,9530.0,9144.0,https://pypi.org/project/interrogate,2024-04-07 22:30:44.000,386.0,1650566.0,,,,3.0,,,,,,,,,,,,,,,,,,
+159,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2026-05-05 23:04:39.000000,2026-05-05 23:04:38,1481.0,45.0,178.0,27.0,784.0,405.0,498.0,2026-04-10 17:14:13.000,3.15.3,53.0,79.0,43.0,27,True,,,constructor,,289.0,183.0,27.0,27.0,,,,,https://anaconda.org/anaconda/constructor,2026-04-16 16:02:36.917,22147.0,3.0,,,,,,,,,,,,,,,,,,
+160,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,https://github.com/explosion/wasabi,MIT,2018-11-17 14:40:55.000,2026-03-27 08:49:54.000000,2026-03-27 07:49:50,264.0,2.0,25.0,10.0,38.0,5.0,468.0,2024-05-31 16:57:41.000,1.1.3,42.0,14.0,5.0,27,True,explosion/wasabi,wasabi,conda-forge/wasabi,,,19635102.0,69997.0,69786.0,https://pypi.org/project/wasabi,2024-05-31 16:56:16.000,211.0,19605714.0,https://anaconda.org/conda-forge/wasabi,2025-04-22 14:57:01.909,2086564.0,3.0,,,,,,,,,,,,,,,,,,
+161,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2025-04-22 14:56:33.025000,2024-02-26 01:33:26,235.0,,112.0,20.0,67.0,46.0,445.0,2024-02-26 01:36:32.000,1.7.2,34.0,38.0,13.0,27,False,,ddt,conda-forge/ddt,,,2070995.0,6793.0,6581.0,https://pypi.org/project/ddt,2024-02-26 01:36:32.000,212.0,2066408.0,https://anaconda.org/conda-forge/ddt,2025-04-22 14:56:33.025,201848.0,3.0,,,,,,,,,,,,,,,,,,
+162,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2026-01-05 10:39:27.000000,2026-01-05 10:37:02,629.0,,39.0,4.0,77.0,78.0,295.0,,,45.0,23.0,23.0,27,True,,check-manifest,conda-forge/check-manifest,,,1421664.0,17180.0,12152.0,https://pypi.org/project/check-manifest,2025-10-15 11:15:46.000,5028.0,1418727.0,https://anaconda.org/conda-forge/check-manifest,2025-10-15 12:22:44.579,199733.0,3.0,,,,,,,,,,,,,,,,,,
+163,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of RegEx.,,https://github.com/Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2026-04-29 16:52:57.000000,2026-04-12 04:54:43,979.0,44.0,19.0,5.0,146.0,36.0,224.0,2026-03-27 18:51:40.000,1.3.2,76.0,13.0,25.0,27,True,,xdoctest,conda-forge/xdoctest,,297.0,1066976.0,261.0,,https://pypi.org/project/xdoctest,2026-03-27 01:13:23.000,261.0,1062977.0,https://anaconda.org/conda-forge/xdoctest,2026-03-27 03:08:44.328,275628.0,3.0,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+164,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2025-04-22 14:56:27.787000,2024-02-10 21:52:43,112.0,,39.0,3.0,70.0,45.0,179.0,2024-02-10 21:58:22.000,3.4.0,42.0,33.0,11.0,27,False,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],,2258882.0,24379.0,23945.0,https://pypi.org/project/flake8-quotes,2024-02-10 21:58:22.000,434.0,2241720.0,https://anaconda.org/conda-forge/flake8-quotes,2025-04-22 14:56:27.787,978250.0,3.0,,,,,,,,,,,,,,,,,,
+165,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2025-11-30 12:53:57.736000,2025-11-29 15:24:18,128.0,,38.0,10.0,64.0,40.0,146.0,2025-11-29 15:30:03.000,0.7.0,24.0,11.0,,27,True,,gast,conda-forge/gast,,,20133154.0,216714.0,216183.0,https://pypi.org/project/gast,2025-11-29 15:30:03.000,531.0,20075236.0,https://anaconda.org/conda-forge/gast,2025-11-30 12:53:57.736,3996357.0,3.0,,,,,,,,,,,,,,,,,,
+166,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000000,2020-11-16 01:36:32,316.0,,636.0,155.0,36.0,120.0,2095.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,183.0,26,False,,uiautomator,,,,57962.0,327.0,315.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,12.0,57962.0,,,,3.0,,,,,,,,,,,,,,,,,,
+167,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39,2145.0,,116.0,25.0,221.0,161.0,1791.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,107.0,26,False,,dephell,,,354.0,1439.0,871.0,848.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,23.0,1435.0,,,,3.0,,,,,,,,,,,,,,,,,,
+168,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2026-04-20 09:55:00.937000,2026-04-17 07:08:48,222.0,4.0,44.0,8.0,41.0,25.0,1302.0,2026-04-17 07:09:53.000,0.2.13,22.0,9.0,14.0,26,True,,stackprinter,conda-forge/stackprinter,,,429110.0,503.0,449.0,https://pypi.org/project/stackprinter,2026-04-17 07:09:53.000,54.0,428833.0,https://anaconda.org/conda-forge/stackprinter,2026-04-20 09:55:00.937,18584.0,3.0,,,,,,,,,,,,,,,,,,
+169,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2025-11-03 14:02:49.000000,2025-11-03 14:02:49,647.0,,144.0,8.0,130.0,237.0,1194.0,2025-03-20 22:53:51.000,0.11.6,41.0,69.0,106.0,26,True,,pdoc3,anaconda/pdoc3,,,747497.0,489.0,,https://pypi.org/project/pdoc3,2025-03-20 22:53:51.000,489.0,747463.0,https://anaconda.org/anaconda/pdoc3,2025-10-17 12:08:52.752,2683.0,3.0,,,,,,-2.0,,,,,,,,,,,,
+170,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2025-07-21 21:47:21.000000,2025-07-15 21:35:24,1113.0,,109.0,31.0,41.0,168.0,994.0,2025-07-15 22:01:38.000,0.14.0.0,30.0,24.0,23.0,26,True,,py2exe,,,25029.0,10709.0,2256.0,2245.0,https://pypi.org/project/py2exe,2025-07-16 08:41:54.000,11.0,10418.0,,,,3.0,,,,,,,,,,,,,,,,,,
+171,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2025-10-02 11:05:16.716000,2019-06-15 20:36:43,183.0,,57.0,10.0,51.0,45.0,765.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,47.0,26,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],,1242083.0,12063.0,11504.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,559.0,1238710.0,https://anaconda.org/conda-forge/pytest-watch,2025-10-02 11:05:16.716,229384.0,3.0,,,,,,,,,,,,,,,,,,
+172,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000000,2022-02-03 20:25:55,403.0,,213.0,23.0,95.0,83.0,588.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,57.0,26,False,,sphinx-bootstrap-theme,,['sphinx'],,214001.0,275.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,275.0,214001.0,,,,3.0,,,,,,,,,,,,,,,,,,
+173,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/realpython/pytest-mypy,https://github.com/realpython/pytest-mypy,MIT,2016-09-29 14:39:23.000,2025-04-22 14:57:21.503000,2025-04-02 15:52:31,354.0,,33.0,7.0,125.0,65.0,258.0,2025-04-02 19:31:14.000,1.0.1,25.0,16.0,7.0,26,False,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],,577164.0,5556.0,4773.0,https://pypi.org/project/pytest-mypy,2025-04-02 19:31:14.000,783.0,575323.0,https://anaconda.org/conda-forge/pytest-mypy,2025-04-22 14:57:21.503,127094.0,3.0,,,,,,,,,,,,,,,,,,
+174,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2025-04-22 14:56:42.129000,2023-07-03 22:55:34,205.0,,53.0,17.0,109.0,86.0,233.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,1.0,26,False,,typed_ast,conda-forge/typed-ast,,,4370572.0,645.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,645.0,4266282.0,https://anaconda.org/conda-forge/typed-ast,2025-04-22 14:56:42.129,6987481.0,3.0,,,,,,7.0,,,,,,,,,,,,
+175,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2021-02-11 03:06:29.408,2026-01-07 18:57:56.000000,2025-12-17 20:48:46,658.0,,47.0,,,,206.0,2025-12-17 20:56:07.000,1.0.8,43.0,27.0,,26,True,,asteval,conda-forge/asteval,,,5124735.0,193.0,,https://pypi.org/project/asteval,2025-12-17 20:56:07.000,193.0,5109909.0,https://anaconda.org/conda-forge/asteval,2025-12-18 05:36:51.516,934075.0,3.0,,,,,,10.0,,,,,,,,,,,,
+176,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2026-02-11 02:19:15.000000,2025-06-14 08:50:16,355.0,,202.0,53.0,185.0,142.0,4996.0,2023-03-20 14:10:04.829,23.3.0,23.0,51.0,61.0,25,True,,monkeytype,conda-forge/monkeytype,,,401161.0,23.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,23.0,399262.0,https://anaconda.org/conda-forge/monkeytype,2025-04-22 14:56:45.647,136755.0,2.0,,,,,,,,,,,,,,,,,,
+177,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2026-02-25 14:28:08.000000,2025-10-22 12:17:56,111.0,,204.0,64.0,63.0,51.0,4729.0,2021-01-29 16:48:55.000,0.3.3,16.0,19.0,34.0,25,True,,better-exceptions,,,,508418.0,102.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,102.0,508418.0,,,,3.0,,,,,,,,,,,,,,,,,,
+178,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2023-11-09 15:34:22.000000,2023-11-09 15:30:55,473.0,,65.0,21.0,88.0,52.0,538.0,2023-11-09 15:34:22.000,0.11.3,22.0,23.0,53.0,25,False,,mamba,,,,13400.0,1410.0,1381.0,https://pypi.org/project/mamba,2023-11-09 15:34:22.000,29.0,13400.0,,,,3.0,,,,,,,,,,,,,,,,,,
+179,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2025-11-12 13:42:28.000000,2025-11-12 13:41:54,106.0,,77.0,8.0,76.0,41.0,486.0,2025-11-12 13:42:28.000,3.2.5,34.0,30.0,21.0,25,True,,pytest-docker,,['pytest'],249.0,1574094.0,2739.0,2585.0,https://pypi.org/project/pytest-docker,2025-11-12 13:42:18.000,154.0,1574091.0,,,,3.0,,,,,,,,,,,,,,,,,,
+180,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2026-05-07 13:49:29.000000,2026-05-07 13:49:27,1039.0,30.0,24.0,3.0,619.0,84.0,413.0,2025-11-30 12:11:25.000,0.38.1,57.0,18.0,49.0,25,True,,nitpick,,['flake8'],12.0,15869.0,1396.0,1370.0,https://pypi.org/project/nitpick,2025-11-30 12:11:22.000,26.0,15869.0,,,,3.0,,,,,,,,,,,,,,,,,,
+181,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2025-04-22 14:57:50.454000,2024-12-31 07:51:55,440.0,,13.0,2.0,332.0,32.0,317.0,2023-05-31 09:59:03.360,1.5.0,16.0,17.0,8.0,25,False,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],,700576.0,20478.0,20305.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,173.0,700113.0,https://anaconda.org/conda-forge/flake8-eradicate,2025-04-22 14:57:50.454,28243.0,3.0,,,,,,,,,,,,,,,,,,
+182,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000000,2021-12-09 03:33:22,1505.0,,50.0,14.0,101.0,30.0,301.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,57.0,25,False,,baron,,,,522022.0,461.0,456.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,5.0,522022.0,,,,2.0,,,,,,,,,,,,,,,,,,
+183,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2026-04-27 22:42:24.000000,2026-03-23 22:54:58,337.0,4.0,73.0,8.0,147.0,98.0,280.0,2025-06-24 12:47:38.000,0.19.2,38.0,50.0,15.0,25,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],12.0,1444002.0,654.0,,https://pypi.org/project/flake8-import-order,2025-06-24 12:47:38.000,654.0,1432718.0,https://anaconda.org/conda-forge/flake8-import-order,2025-06-26 20:28:26.571,473889.0,3.0,,,,,,,,,,,,,,,,,,
+184,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2026-04-23 10:17:47.000000,2026-04-23 10:17:45,509.0,14.0,21.0,4.0,196.0,118.0,248.0,2026-02-18 10:27:43.000,1.3.1,59.0,16.0,1.0,25,True,hakancelikdev/unimport,unimport,,,,40621.0,211.0,171.0,https://pypi.org/project/unimport,2026-02-18 10:29:08.000,40.0,40621.0,,,,2.0,,,,,,,,,,,,,,,,,,
+185,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2025-04-22 14:57:41.763000,2021-02-16 17:29:00,446.0,,51.0,8.0,171.0,23.0,206.0,2021-02-16 16:47:31.000,0.2.23,26.0,43.0,33.0,25,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,,96042.0,2025.0,1931.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,94.0,95732.0,https://anaconda.org/conda-forge/data-science-types,2025-04-22 14:57:41.763,20210.0,3.0,,,,,,,,,,,,,,,,,,
+186,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,DISCONTINUED: sphinx builder that outputs markdown files. The active version of this project is now being maintained..,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2026-03-11 10:56:56.000000,2023-06-24 21:25:38,106.0,,60.0,6.0,27.0,39.0,162.0,2026-03-11 10:56:56.000,0.6.10,34.0,19.0,,25,False,,sphinx-markdown-builder,,['sphinx'],,299771.0,1627.0,1394.0,https://pypi.org/project/sphinx-markdown-builder,2026-03-11 10:56:56.000,233.0,299771.0,,,,3.0,,,,,,,,,,,,,,,,,,
+187,flake8-commas,PyCQA/flake8-commas,linters,Flake8 extension for enforcing trailing commas in python.,,https://github.com/PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2026-01-05 17:48:01.000000,2026-01-05 17:47:43,223.0,,30.0,3.0,40.0,28.0,134.0,2024-05-16 20:07:44.000,4.0.0,22.0,15.0,3.0,25,True,,flake8-commas,,['flake8'],,302085.0,19343.0,19127.0,https://pypi.org/project/flake8-commas,2024-05-16 20:07:44.000,216.0,302085.0,,,,3.0,,,,,,,,,,,,,,,,,,
+188,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2025-10-27 19:47:11.685000,2025-10-25 13:46:02,372.0,,25.0,3.0,81.0,49.0,118.0,2025-10-25 13:45:56.000,3.1.0,33.0,21.0,3.0,25,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],,964538.0,12254.0,11668.0,https://pypi.org/project/flake8-builtins,2025-10-25 13:45:56.000,586.0,951792.0,https://anaconda.org/conda-forge/flake8-builtins,2025-10-27 19:47:11.685,548097.0,3.0,,,,,,,,,,,,,,,,,,
+189,rebound,shobrook/rebound,logging,Instant Stack Overflow results whenever an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,GPL-2.0+,2018-02-28 04:47:03.000,2026-02-11 17:56:18.000000,2022-02-16 05:16:40,168.0,,381.0,75.0,41.0,38.0,4125.0,2026-02-11 17:56:18.000,4.6.0,232.0,16.0,24.0,24,False,,rebound,conda-forge/rebound,,288.0,41604.0,53.0,,https://pypi.org/project/rebound,2026-02-11 17:56:18.000,53.0,25028.0,https://anaconda.org/conda-forge/rebound,2026-01-04 16:08:23.664,1193381.0,3.0,,,,,,,,,,,,,,,,,,
+190,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000000,2022-07-15 07:43:03,620.0,,153.0,67.0,32.0,57.0,3980.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,30.0,24,False,,vprof,,,,11473.0,157.0,146.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,11.0,11473.0,,,,3.0,,,,,,,,,,,,,,,,,,
+191,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2026-01-10 12:19:00.000000,2026-01-10 12:19:00,219.0,,109.0,27.0,137.0,82.0,1929.0,2024-11-01 19:48:43.000,1.0.8,65.0,44.0,65.0,24,True,,shiv,,,2697.0,241125.0,29.0,,https://pypi.org/project/shiv,2024-11-01 19:47:45.000,29.0,241093.0,,,,3.0,,,,,,,,,,,,,,,,,,
+192,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2026-04-22 01:32:59.000000,2021-10-12 20:53:49,95.0,,61.0,23.0,67.0,33.0,1448.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,36.0,24,False,,pyannotate,,,,127224.0,187.0,153.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,34.0,127224.0,,,,3.0,,,,,,,,,,,,,,,,,,
+193,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,A plugin for customizing the navigation structure of your MkDocs site.,,https://github.com/lukasgeiter/mkdocs-awesome-nav,https://github.com/lukasgeiter/mkdocs-awesome-nav,MIT,2018-02-06 21:09:24.000,2026-04-10 15:47:59.000000,2026-04-10 15:47:59,127.0,1.0,42.0,8.0,26.0,96.0,624.0,2025-12-02 20:10:28.000,3.3.0,33.0,12.0,23.0,24,True,lukasgeiter/mkdocs-awesome-nav,mkdocs-awesome-pages-plugin,,['mkdocs'],,799544.0,781.0,565.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2024-12-22 21:13:46.000,216.0,799544.0,,,,3.0,,,,,,,,,,,,,,,,,,
+194,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2025-04-22 14:56:34.780000,2022-01-27 10:32:34,98.0,,30.0,6.0,23.0,22.0,396.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,23.0,24,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],,877336.0,3731.0,3436.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,295.0,870241.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2025-04-22 14:56:34.780,773437.0,3.0,,,,,,,,,,,,,,,,,,
+195,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2024-05-25 03:08:01.000000,2021-10-14 20:29:54,188.0,,80.0,13.0,52.0,50.0,391.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,92.0,24,False,,mkdocs-with-pdf,,['mkdocs'],,126363.0,900.0,892.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,8.0,126363.0,,,,3.0,,,,,,,,,,,,,,,,,,
+196,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2026-04-27 19:01:06.000000,2026-03-16 19:32:58,197.0,2.0,25.0,5.0,98.0,20.0,275.0,2025-07-30 13:52:14.000,1.8.0,17.0,16.0,3.0,24,True,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],90.0,1581547.0,2490.0,2217.0,https://pypi.org/project/pytest-datadir,2025-07-30 13:52:11.000,273.0,1570893.0,https://anaconda.org/conda-forge/pytest-datadir,2025-07-30 22:39:32.200,458059.0,3.0,,,,,,,,,,,,,,,,,,
+197,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2025-05-10 18:39:17.052000,2024-10-21 10:26:40,127.0,,22.0,5.0,19.0,35.0,273.0,2024-10-21 10:27:51.000,0.9.3,24.0,13.0,5.0,24,False,,xenon,conda-forge/xenon,,,740053.0,1828.0,1781.0,https://pypi.org/project/xenon,2024-10-21 10:27:51.000,47.0,737007.0,https://anaconda.org/conda-forge/xenon,2025-05-10 18:39:17.052,36555.0,3.0,,,,,,,,,,,,,,,,,,
+198,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2026-04-07 21:18:51.000000,2026-04-07 21:18:49,212.0,1.0,11.0,1.0,76.0,27.0,166.0,2025-09-21 18:56:36.000,0.4.0,22.0,11.0,4.0,24,True,,flake8-black,conda-forge/flake8-black,['flake8'],,639607.0,9311.0,8769.0,https://pypi.org/project/flake8-black,2025-09-21 18:56:36.000,542.0,632764.0,https://anaconda.org/conda-forge/flake8-black,2025-09-22 00:17:36.193,492724.0,3.0,,,,,,,,,,,,,,,,,,
+199,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2026-04-29 05:24:23.000000,2026-04-29 05:24:00,544.0,7.0,429.0,69.0,156.0,273.0,6731.0,2026-04-29 05:24:29.000,1.4.0,16.0,70.0,99.0,23,True,,,,,,,21.0,21.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+200,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2025-04-22 14:57:40.153000,2021-11-24 14:32:14,130.0,,87.0,30.0,11.0,38.0,2877.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,14.0,23,False,,pretty_errors,conda-forge/pretty_errors,,,169157.0,110.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,110.0,168650.0,https://anaconda.org/conda-forge/pretty_errors,2025-04-22 14:57:40.153,33467.0,3.0,,,,,,,,,,,,,,,,,,
+201,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2025-04-07 02:52:38.000000,2025-04-07 02:52:38,355.0,,204.0,51.0,45.0,17.0,2869.0,,,13.0,25.0,43.0,23,False,,pyrasite,,,,65748.0,74.0,74.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,,65748.0,,,,3.0,,,,,,,,,,,,,,,,,,
+202,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2025-04-22 14:56:57.175000,2023-01-20 18:08:14,186.0,,135.0,37.0,95.0,34.0,1610.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,48.0,23,False,,bowler,conda-forge/bowler,,,50755.0,19.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,19.0,50474.0,https://anaconda.org/conda-forge/bowler,2025-04-22 14:56:57.175,25340.0,3.0,,,,,,,,,,,,,,,,,,
+203,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2026-01-11 12:58:28.000000,2026-01-11 12:58:26,435.0,,42.0,20.0,20.0,31.0,1453.0,2024-10-06 20:31:02.000,0.6.0,16.0,22.0,26.0,23,True,,snoop,conda-forge/snoop,,,187050.0,41.0,,https://pypi.org/project/snoop,2024-10-06 20:31:02.000,41.0,186803.0,https://anaconda.org/conda-forge/snoop,2025-04-22 14:58:02.750,13610.0,3.0,,,,,,,,,,,,,,,,,,
+204,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2026-03-21 20:37:57.000000,2026-03-21 20:37:56,380.0,7.0,48.0,22.0,56.0,75.0,1337.0,2021-07-02 13:17:04.000,0.3.1,26.0,30.0,65.0,23,True,,pyflow,,,9163.0,1065.0,45.0,44.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,952.0,,,,3.0,,,,,,,,,,,,,,,,,,
+205,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2025-01-05 12:10:01.000000,2025-01-05 12:09:52,568.0,,123.0,32.0,93.0,147.0,994.0,2020-07-03 08:11:24.000,2.5.1,22.0,31.0,34.0,23,False,,pynsist,,,,5394.0,271.0,257.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,14.0,5394.0,,,,3.0,,,,,,,,,,,,,,,,,,
+206,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-09-19 11:00:56.000000,2023-01-03 00:40:56,266.0,,72.0,14.0,43.0,33.0,869.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,32.0,23,False,,portray,,,,36219.0,888.0,866.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,22.0,36219.0,,,,3.0,,,,,,,,,,,,,,,,,,
+207,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2025-11-03 14:44:40.719000,2025-08-22 21:11:31,1154.0,,51.0,11.0,23.0,56.0,867.0,2025-08-22 22:11:39.000,3.9.0,56.0,10.0,48.0,23,True,,hunter,conda-forge/hunter,,,642227.0,17.0,,https://pypi.org/project/hunter,2025-08-22 22:11:39.000,17.0,638463.0,https://anaconda.org/conda-forge/hunter,2025-11-03 14:44:40.719,218318.0,3.0,,,,,,,,,,,,,,,,,,
+208,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,,2020-02-20 19:09:01.000,2026-05-01 12:28:37.000000,2026-03-02 05:08:20,419.0,3.0,68.0,23.0,431.0,91.0,704.0,2025-11-12 22:19:10.000,2.2.1,13.0,51.0,44.0,23,False,,fixit,,,,317024.0,124.0,108.0,https://pypi.org/project/fixit,2025-11-12 22:19:10.000,16.0,317024.0,,,,3.0,,,,,,,,,,,,,,,,,,
+209,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2026-04-22 04:23:00.000000,2025-08-28 22:04:22,158.0,,45.0,7.0,62.0,42.0,246.0,2021-07-27 09:00:22.000,0.4.8,18.0,13.0,4.0,23,True,,lazydocs,,,,23501.0,478.0,413.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,65.0,23501.0,,,,3.0,,,,,,,,,,,,,,,,,,
+210,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/PyCQA/eradicate,https://github.com/PyCQA/eradicate,Saxpath,2012-12-23 04:39:48.000,2025-11-21 07:14:28.000000,2025-11-21 07:14:21,194.0,,26.0,2.0,36.0,18.0,218.0,2025-10-27 07:19:07.000,3.0.1,21.0,17.0,7.0,23,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,,,858436.0,17004.0,16973.0,https://pypi.org/project/eradicate,2025-10-27 07:14:29.000,31.0,858075.0,https://anaconda.org/conda-forge/eradicate,2025-11-01 17:12:18.956,22021.0,3.0,,,,,,,,,,,,,,,,,,
+211,flake8-simplify,MartinThoma/flake8-simplify,linters,A flake8 plugin that helps you to simplify code.,,https://github.com/MartinThoma/flake8-simplify,https://github.com/MartinThoma/flake8-simplify,MIT,2020-09-19 16:59:41.000,2026-01-06 00:50:50.189000,2026-01-01 13:35:46,153.0,,23.0,3.0,81.0,74.0,195.0,2026-01-01 13:32:20.000,0.30.0,40.0,16.0,55.0,23,True,,flake8-simplify,conda-forge/flake8-simplify,,,349440.0,137.0,,https://pypi.org/project/flake8-simplify,2026-01-01 13:32:20.000,137.0,348343.0,https://anaconda.org/conda-forge/flake8-simplify,2026-01-06 00:50:50.189,71317.0,3.0,,,,,,,,,,,,,,,,,,
+212,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2025-04-22 14:57:38.190000,2025-03-09 17:32:30,258.0,,30.0,1.0,45.0,95.0,54.0,2025-03-09 17:32:47.000,0.16.5,30.0,23.0,6.0,23,False,,pytkdocs,conda-forge/pytkdocs,,,162821.0,1659.0,1637.0,https://pypi.org/project/pytkdocs,2025-03-09 17:32:40.000,22.0,159435.0,https://anaconda.org/conda-forge/pytkdocs,2025-04-22 14:57:38.190,226882.0,3.0,,,,,,,,,,,,,,,,,,
+213,xxh,xxh/xxh,shell,"Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.",,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2026-04-12 12:42:51.000000,2026-04-12 12:42:50,807.0,11.0,120.0,38.0,68.0,70.0,5992.0,2026-04-06 23:11:26.000,0.8.16,92.0,28.0,30.0,22,True,,xxh-xxh,,,5249.0,727.0,,,https://pypi.org/project/xxh-xxh,2024-04-06 23:52:28.000,,658.0,,,,3.0,,,,,,,,,,,,,,,,,,
+214,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000000,2020-08-26 00:32:16,828.0,,184.0,68.0,170.0,128.0,1762.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,89.0,22,False,,sixpack,,,,211.0,14.0,14.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,,211.0,,,,3.0,,,,,,,,,,,,,,,,,,
+215,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2025-04-22 14:57:50.459000,2025-01-24 19:11:42,134.0,,51.0,8.0,104.0,41.0,1073.0,2023-09-03 16:53:31.000,0.12.2,18.0,14.0,28.0,22,False,,python-devtools,conda-forge/python-devtools,,,4705.0,9042.0,9040.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,2.0,3820.0,https://anaconda.org/conda-forge/python-devtools,2025-04-22 14:57:50.459,54019.0,3.0,,,,,,,,,,,,,,,,,,
+216,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2023-06-12 20:15:00.000000,2019-12-20 19:59:49,222.0,,146.0,14.0,67.0,28.0,862.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,35.0,22,False,,pycco,,,,4348.0,352.0,346.0,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,6.0,4348.0,,,,3.0,,,,,,,,,,,,,,,,,,
+217,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2026-01-28 17:36:23.000000,2025-01-02 18:11:10,836.0,,86.0,19.0,142.0,79.0,597.0,2024-11-29 19:33:49.000,1.8.1,14.0,67.0,45.0,22,False,,pytest-virtualenv,conda-forge/pytest-shutil,,240.0,52506.0,73.0,,https://pypi.org/project/pytest-virtualenv,2024-11-29 19:33:49.000,73.0,50113.0,https://anaconda.org/conda-forge/pytest-shutil,2025-04-22 14:56:53.611,130961.0,3.0,,,,,,,,,,,,,,,,,,
+218,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2025-04-22 14:56:29.275000,2023-04-16 21:21:14,535.0,,86.0,12.0,88.0,93.0,463.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,46.0,22,False,,paver,conda-forge/paver,,,122817.0,13.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,13.0,121962.0,https://anaconda.org/conda-forge/paver,2025-04-22 14:56:29.275,97520.0,3.0,,,,,,,,,,,,,,,,,,
+219,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2026-04-28 22:25:00.000000,2026-04-28 22:24:58,578.0,6.0,29.0,5.0,255.0,61.0,374.0,2025-10-10 17:59:24.000,4.0.0,43.0,11.0,,22,True,,add-trailing-comma,,,,161830.0,41.0,,https://pypi.org/project/add-trailing-comma,2025-10-10 17:59:24.000,41.0,161830.0,,,,3.0,,,,,,,,,,,,,,,,,,
+220,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2025-10-08 08:08:12.000000,2025-10-08 08:08:12,73.0,,39.0,19.0,32.0,46.0,343.0,2021-10-05 01:33:27.000,0.5.10,24.0,12.0,44.0,22,True,,mkdocs-pdf-export-plugin,,['mkdocs'],,38317.0,1520.0,1514.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,38317.0,,,,3.0,,,,,,,,,,,,,,,,,,
+221,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2025-07-28 15:33:16.000000,2023-12-01 19:07:59,597.0,,41.0,5.0,28.0,46.0,177.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,32.0,22,False,,releases,conda-forge/sphinx-releases,['sphinx'],,31535.0,788.0,747.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,41.0,30934.0,https://anaconda.org/conda-forge/sphinx-releases,2025-04-22 14:56:50.743,57756.0,3.0,,,,,,,,,,,,,,,,,,
+222,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2025-04-22 14:57:04.228000,2023-08-11 15:07:51,233.0,,19.0,4.0,84.0,41.0,171.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,13.0,22,False,,pandas-vet,conda-forge/pandas-vet,['flake8'],148.0,84793.0,520.0,483.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,37.0,84279.0,https://anaconda.org/conda-forge/pandas-vet,2025-04-22 14:57:04.228,26178.0,3.0,,,,,,,,,,,,,,,,,,
+223,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133000,2020-08-24 01:31:58,433.0,,112.0,69.0,25.0,20.0,2951.0,2017-06-28 06:10:16.000,0.1.3,5.0,18.0,17.0,21,False,,profiling,,,,1436.0,82.0,80.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,2.0,1436.0,,,,3.0,,,,,,,,,,,,,,,,,,
+224,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-12-28 22:35:49.000000,2023-12-28 22:31:34,105.0,,56.0,43.0,24.0,25.0,1577.0,2020-12-02 20:41:20.000,20.12.2,3.0,44.0,8.0,21,False,,xar,,,,193419.0,,,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,193419.0,,,,3.0,,,,,,,,,,,,,,,,,,
+225,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2019-11-17 15:47:15.000,2025-04-22 14:56:43.876000,2019-10-30 17:50:10,279.0,,75.0,,,,520.0,,,13.0,10.0,,21,False,,assertpy,conda-forge/assertpy,,,863631.0,99.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,99.0,862980.0,https://anaconda.org/conda-forge/assertpy,2025-04-22 14:56:43.876,45621.0,3.0,,,,,,,,,,,,,,,,,,
+226,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/prospector-dev/dodgy,https://github.com/prospector-dev/dodgy,MIT,2013-12-25 12:22:20.000,2025-04-22 14:56:26.263000,2021-03-21 11:36:52,70.0,,20.0,4.0,14.0,3.0,127.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,9.0,21,False,prospector-dev/dodgy,dodgy,conda-forge/dodgy,,,572528.0,3223.0,3172.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,51.0,570969.0,https://anaconda.org/conda-forge/dodgy,2025-04-22 14:56:26.263,182497.0,3.0,,,,,,,,,,,,,,,,,,
+227,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2023-09-13 06:38:29.000000,2022-08-29 13:45:55,70.0,,23.0,4.0,18.0,17.0,116.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,12.0,21,False,,flake8-bandit,,['flake8'],,501898.0,210.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,210.0,501898.0,,,,3.0,,,,,,,,,,,,,,,,,,
+228,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06,1576.0,,244.0,65.0,116.0,79.0,2203.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,27.0,20,False,,python-taint,,,150.0,2020.0,2.0,,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,2.0,2019.0,,,,3.0,,,,,,,,,,,,,,,,,,
+229,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2026-01-11 12:25:17.000000,2025-09-06 15:13:50,418.0,,73.0,39.0,51.0,37.0,1713.0,2025-09-06 15:27:49.000,0.10.0,42.0,10.0,21.0,20,True,,birdseye,,,,1763.0,9.0,,https://pypi.org/project/birdseye,2025-09-06 15:27:49.000,9.0,1763.0,,,,3.0,,,,,,,,,,,,,,,,,,
+230,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2025-04-22 14:57:57.761000,2024-07-04 13:45:03,514.0,,25.0,7.0,46.0,17.0,402.0,2024-07-04 16:25:34.000,1.8.1,24.0,11.0,9.0,20,False,,manhole,conda-forge/manhole,,,692424.0,6.0,,https://pypi.org/project/manhole,2024-07-04 16:25:34.000,6.0,691285.0,https://anaconda.org/conda-forge/manhole,2025-04-22 14:57:57.761,66066.0,3.0,,,,,,,,,,,,,,,,,,
+231,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2026-04-10 06:13:04.000000,2026-04-10 06:13:04,302.0,2.0,29.0,3.0,34.0,101.0,183.0,2025-08-03 14:14:31.000,2.8,50.0,17.0,14.0,20,True,,mkdocs-print-site-plugin,,['mkdocs'],,155045.0,22.0,,https://pypi.org/project/mkdocs-print-site-plugin,2025-08-03 14:15:06.000,22.0,155045.0,,,,3.0,,,,,,,,,,,,,,,,,,
+232,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2026-01-07 12:21:46.000000,2026-01-07 12:21:46,246.0,,17.0,2.0,16.0,24.0,178.0,2024-10-31 12:39:01.000,0.16.0,19.0,16.0,24.0,20,True,,dlint,conda-forge/dlint,,,101628.0,93.0,,https://pypi.org/project/dlint,2024-10-31 12:39:01.000,93.0,101381.0,https://anaconda.org/conda-forge/dlint,2025-04-22 14:58:04.693,13373.0,3.0,,,,,,,,,,,,,,,,,,
+233,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2025-04-22 14:57:56.214000,2019-08-07 13:44:00,69.0,,18.0,3.0,13.0,3.0,97.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,12.0,20,False,,unify,conda-forge/unify,,,84980.0,1528.0,1457.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,71.0,84920.0,https://anaconda.org/conda-forge/unify,2025-04-22 14:57:56.214,3573.0,3.0,,,,,,,,,,,,,,,,,,
+234,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000000,2022-03-08 14:42:57,26.0,,9.0,4.0,9.0,9.0,61.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,6.0,20,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],,389655.0,3036.0,2995.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,41.0,389655.0,,,,3.0,,,,,,,,,,,,,,,,,,
+235,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2025-04-22 14:57:56.114000,2021-11-13 14:58:04,27.0,,122.0,28.0,4.0,6.0,1841.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,5.0,19,False,,heartrate,conda-forge/heartrate,,,651.0,75.0,72.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,534.0,https://anaconda.org/conda-forge/heartrate,2025-04-22 14:57:56.114,6903.0,3.0,,,,,,,,,,,,,,,,,,
+236,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40,368.0,,46.0,3.0,68.0,,230.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,4.0,19,False,,flakehell,,['flake8'],102.0,12712.0,18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,12711.0,,,,3.0,,,,,,,,,,,,,,,,,,
+237,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,,2016-01-25 01:59:13.000,2026-04-13 23:38:47.000000,2026-04-13 23:38:46,1039.0,7.0,20.0,5.0,34.0,80.0,143.0,2025-05-30 00:58:19.000,16.1.0,72.0,25.0,11.0,19,False,,pip-run,,,,12906.0,98.0,88.0,https://pypi.org/project/pip-run,2025-05-30 00:58:13.000,10.0,12906.0,,,,3.0,,,,,,,,,,,,,,,,,,
+238,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00,50.0,,17.0,3.0,13.0,3.0,102.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,23.0,19,False,,flake8-mypy,,['flake8'],,42175.0,1827.0,1772.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,55.0,42175.0,,,,3.0,,,,,,,,,,,,,,,,,,
+239,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2024-01-01 00:20:53.000000,2024-01-01 00:18:13,201.0,,10.0,5.0,8.0,3.0,94.0,2014-09-07 13:57:37.000,0.5.7,24.0,3.0,7.0,19,False,,pyformat,,,,13264.0,1922.0,1914.0,https://pypi.org/project/pyformat,2024-01-01 00:20:50.000,8.0,13264.0,,,,3.0,,,,,,,,,,,,,,,,,,
+240,reloadium,reloadware/reloadium,debugging,Hot Reloading and Profiling for Python.,,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2024-05-24 16:13:26.000000,2024-05-24 16:13:26,57.0,,63.0,22.0,33.0,120.0,2999.0,2024-05-22 15:28:18.000,1.5.1,50.0,3.0,35.0,18,False,,reloadium,,,,2979.0,,,https://pypi.org/project/reloadium,2024-05-22 15:28:18.000,,2979.0,,,,3.0,,,,,,,,,,,,,,,,,,
+241,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:45.608000,2019-11-25 09:19:00,242.0,,122.0,65.0,29.0,15.0,2350.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,7.0,18,False,,fake2db,,,,199.0,33.0,33.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,,199.0,,,,3.0,,,,,,,,,,,,,,,,,,
+242,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2023-07-04 11:25:43.000000,2021-09-18 20:16:24,55.0,,48.0,9.0,8.0,9.0,844.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,7.0,18,False,,py-heat,,,,2894.0,86.0,80.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,2894.0,,,,3.0,,,,,,,,,,,,,,,,,,
+243,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000000,2019-05-10 19:18:48,200.0,,25.0,12.0,25.0,40.0,371.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,4.0,18,False,,vex,,,,533.0,37.0,34.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,3.0,533.0,,,,3.0,,,,,,,,,,,,,,,,,,
+244,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2024-10-01 16:15:26.000000,2024-10-01 16:13:03,569.0,,24.0,,211.0,34.0,102.0,2024-10-01 16:15:26.000,1.6.1,44.0,18.0,15.0,18,False,,autoimport,,,,16239.0,14.0,,https://pypi.org/project/autoimport,2024-10-01 16:15:26.000,14.0,16239.0,,,,3.0,,,,,,,,,,,,,,,,,,
+245,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2025-04-22 14:56:27.130000,2022-07-19 20:45:38,40.0,,9.0,2.0,8.0,6.0,64.0,,,5.0,9.0,9.0,18,False,,pylint-flask,conda-forge/pylint-flask,['pylint'],,181716.0,8287.0,8281.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,6.0,178912.0,https://anaconda.org/conda-forge/pylint-flask,2025-04-22 14:56:27.130,328136.0,3.0,,,,,,,,,,,,,,,,,,
+246,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000000,2017-02-13 18:07:04,26.0,,22.0,4.0,7.0,2.0,361.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,21.0,17,False,,pycycle,,,,32018.0,115.0,112.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,3.0,32018.0,,,,3.0,,,,,,,,,,,,,,,,,,
+247,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-06-17 04:37:59.000000,2023-06-17 04:37:59,400.0,,36.0,3.0,68.0,26.0,222.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,20.0,17,False,,imhotep,,,,49.0,19.0,15.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,4.0,49.0,,,,3.0,,,,,,,,,,,,,,,,,,
+248,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2025-07-16 13:54:30.000000,2019-10-04 19:05:46,128.0,,19.0,10.0,10.0,13.0,155.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,11.0,17,False,,pynt,,,,5584.0,131.0,130.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,1.0,5584.0,,,,3.0,,,,,,,,,,,,,,,,,,
+249,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2025-09-05 19:23:22.000000,2025-09-05 19:23:22,154.0,,455.0,72.0,64.0,81.0,4118.0,,,,43.0,10.0,16,True,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+250,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2024-04-27 01:41:37.000000,2023-01-03 15:31:24,422.0,,185.0,41.0,156.0,174.0,1630.0,,,,61.0,40.0,16,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+251,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44,80.0,,13.0,4.0,18.0,13.0,378.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,7.0,16,False,,tbvaccine,,,,7006.0,17.0,17.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,7006.0,,,,3.0,,,,,,,,,,,,,,,,,,
+252,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2023-07-27 15:15:12.000000,2023-07-27 15:12:07,35.0,,14.0,4.0,23.0,6.0,279.0,2023-07-27 15:15:12.000,0.3.2,12.0,7.0,11.0,16,False,,bellybutton,,,,929.0,51.0,50.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,929.0,,,,3.0,,,,,,,,,,,,,,,,,,
+253,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2025-04-22 14:58:04.676000,2024-12-09 15:09:45,88.0,,6.0,10.0,3.0,13.0,256.0,2024-12-09 15:14:21.000,1.2.0,11.0,3.0,8.0,16,False,,cohesion,conda-forge/cohesion,,,16377.0,13.0,,https://pypi.org/project/cohesion,2024-12-09 15:14:21.000,13.0,16261.0,https://anaconda.org/conda-forge/cohesion,2025-04-22 14:58:04.676,6308.0,3.0,,,,,,,,,,,,,,,,,,
+254,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2025-06-02 23:03:18.000000,2025-06-02 23:03:15,48.0,,13.0,4.0,35.0,23.0,157.0,2021-08-21 09:01:26.000,0.3.0,3.0,8.0,10.0,16,True,,com2ann,,,,20108.0,2.0,,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,20108.0,,,,3.0,,,,,,,,,,,,,,,,,,
+255,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28,382.0,,4.0,7.0,63.0,25.0,71.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,5.0,16,False,,pytest-play,,['pytest'],,859.0,10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,859.0,,,,3.0,,,,,,,,,,,,,,,,,,
+256,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000000,2021-08-01 15:51:53,133.0,,5.0,2.0,39.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,7.0,16,False,,mkdocs-versioning,,['mkdocs'],,4836.0,176.0,176.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,4836.0,,,,3.0,,,,,,,,,,,,,,,,,,
+257,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38,154.0,,12.0,3.0,7.0,12.0,118.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,7.0,15,False,,pep8ify,,,,99.0,66.0,66.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,,99.0,,,,3.0,,,,,,,,,,,,,,,,,,
+258,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2025-09-21 21:50:29.000000,2025-09-21 21:50:08,205.0,,14.0,3.0,19.0,7.0,116.0,2025-09-21 21:30:16.000,0.71.0,17.0,9.0,1.0,15,True,,massedit,,,33.0,1821.0,3.0,,https://pypi.org/project/massedit,2025-09-21 21:30:16.000,3.0,1821.0,,,,3.0,,,,,,,,,,,,,,,,,,
+259,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2026-04-06 18:26:38.000000,2026-04-06 18:26:35,410.0,73.0,3.0,2.0,33.0,2.0,44.0,2026-04-01 07:12:50.000,0.6.1,32.0,2.0,4.0,15,False,,pyship,,,,119.0,13.0,13.0,https://pypi.org/project/pyship,2026-04-01 07:12:50.000,,119.0,,,,3.0,,,,,,,,,,,,,,,,,,
+260,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-10-17 23:50:57.000000,2023-01-30 07:50:18,198.0,,5.0,2.0,142.0,11.0,15.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,1.0,15,False,,yala,,"['flake8', 'pylint']",,1934.0,68.0,58.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,1934.0,,,,3.0,,,,,,,,,,,,,,,,,,
+261,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2025-04-22 14:56:45.636000,2022-08-14 07:12:06,109.0,,19.0,4.0,28.0,15.0,146.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,1.0,14,False,,retype,conda-forge/retype,,,2995.0,4.0,,https://pypi.org/project/retype,2022-08-14 07:10:00.969,4.0,2182.0,https://anaconda.org/conda-forge/retype,2025-04-22 14:56:45.636,54498.0,3.0,,,,,,,,,,,,,,,,,,
+262,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000000,2022-09-15 18:19:20,395.0,,8.0,4.0,34.0,3.0,27.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,1.0,14,True,,universal-build,,,23.0,190.0,7.0,,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,190.0,,,,3.0,,,,,,,,,,,,,,,,,,
+263,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000000,2022-12-19 19:23:19,95.0,,71.0,15.0,75.0,30.0,570.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,44.0,13,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+264,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2023-10-01 17:28:23.000000,2019-06-27 03:42:48,285.0,,23.0,4.0,23.0,10.0,134.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,7.0,13,False,,pipenv-pipes,,,,138.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,138.0,,,,3.0,,,,,,,,,,,,,,,,,,
+265,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000000,2017-11-14 21:27:52,20.0,,166.0,73.0,4.0,15.0,2566.0,,,,3.0,11.0,12,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+266,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000000,2022-12-13 04:09:02,54.0,,27.0,16.0,61.0,1.0,185.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,9.0,12,False,,linty-fresh,,"['flake8', 'mypy']",,55.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,55.0,,,,3.0,,,,,,,,,,,,,,,,,,
+267,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2024-09-30 19:10:21.000000,2024-07-03 11:22:04,194.0,,3.0,1.0,281.0,3.0,175.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,2.0,12,False,,freshenv,raiyanyahya/freshenv,,,116.0,2.0,2.0,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,116.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index b80edfe..c956a80 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,19 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
-- prettytable (🥈35 · ⭐ 1.7K · 📈) - Display tabular data in a visually appealing ASCII.. ❗Unlicensed
-- docformatter (🥉30 · ⭐ 590 · 📈) - Formats docstrings to follow PEP 257. MIT
-- PyHamcrest (🥉28 · ⭐ 800 · 📈) - Hamcrest matchers for Python. ❗Unlicensed
-- flake8-comprehensions (🥈28 · ⭐ 470 · 📈) - A flake8 plugin to help you write better.. MIT MIT
+- playwright-python (🥇41 · ⭐ 15K · 📈) - Python version of the Playwright testing and.. Apache-2
+- pycodestyle (🥈33 · ⭐ 5.2K · 📈) - Simple Python style checker in one Python file. MIT
+- memory-profiler (🥉29 · ⭐ 4.6K · 💀) - Monitor Memory usage of Python code. BSD-3
+- typed_ast (🥉26 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
+- asteval (🥉26 · ⭐ 210 · 📈) - minimalistic evaluator of python expression using ast module. MIT
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- playwright-python (🥈32 · ⭐ 15K · 📉) - Python version of the Playwright testing and.. Apache-2
-- pycodestyle (🥉26 · ⭐ 5.2K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
-- memory-profiler (🥉22 · ⭐ 4.6K · 💀) - Monitor Memory usage of Python code. ❗Unlicensed
-- typed_ast (🥉19 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses `# type:`.. ❗Unlicensed
-- asteval (🥉16 · ⭐ 5 · 📉) - minimalistic evaluator of python expression using ast module. MIT
+- prospector (🥇32 · ⭐ 2.1K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0
+- python-json-logger (🥈31 · ⭐ 1.8K · 💀) - Json Formatter for the standard python logger. BSD-2
+- typeguard (🥉31 · ⭐ 1.8K · 📉) - Run-time type checker for Python. ❗Unlicensed
+- mypy-protobuf (🥈28 · ⭐ 700 · 📉) - open source tools to generate mypy stubs from protobufs. Apache-2
+- pdoc3 (🥉26 · ⭐ 1.2K · 📉) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0