Update: 2026.04.30

📈 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.

• Streamlit (🥇48 · ⭐ 44K · 📈) - Streamlit A faster way to build and share data apps. Apache-2
• authlib (🥇39 · ⭐ 5.3K · 📈) - The ultimate Python library in building OAuth, OpenID Connect.. BSD-3
• instagram-scraper (🥉17 · ⭐ 6.9K · 💀) - Scrapes an instagram users photos and videos. Unlicense
• igramscraper (🥉16 · ⭐ 2.1K · 💀) - scrapes medias, likes, followers, tags and all metadata... MIT
• InstaPy (🥉15 · ⭐ 17K · 💀) - Tool for automated Instagram interactions. ❗️GPL-3.0

📉 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.

• web3.py (🥉31 · ⭐ 5.5K · 📉) - A python interface for interacting with the Ethereum blockchain and.. MIT
• certifi (🥉27 · ⭐ 970 · 📉) - (Python Distribution) A carefully curated collection of Root.. ❗Unlicensed
• Flask-Migrate (🥈26 · ⭐ 2.4K · 📉) - SQLAlchemy database migrations for Flask applications.. MIT
• flask-bootstrap (🥉13 · ⭐ 210 · 💀) - A Flask app template with integrated SQLAlchemy,.. ❗Unlicensed
• playwright (🥉11 · 📉) - Python version of the Playwright testing and automation library. ❗Unlicensed

Update: 2026.04.09

📈 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.

• web3.py (🥇38 · ⭐ 5.5K · 📈) - A python interface for interacting with the Ethereum blockchain and.. MIT
• waitress (🥈36 · ⭐ 1.6K · 📈) - Waitress - A WSGI server for Python 3. ❗️ZPL-2.1
• django-filter (🥈33 · ⭐ 4.7K · 📈) - A generic system for filtering Django QuerySets based.. ❗Unlicensed
• pyramid_debugtoolbar (🥉24 · ⭐ 96 · 💀) - Pyramid debug toolbar. BSD-3
• flask-debugtoolbar (🥉19 · ⭐ 950 · 💤) - A toolbar overlay for debugging Flask applications. BSD-3

📉 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.

• Streamlit (🥇39 · ⭐ 44K · 📉) - Streamlit A faster way to build and share data apps. Apache-2
• aiohttp (🥉12 · 📉) - Async http client/server framework (asyncio). ❗Unlicensed
• InstaPy (🥉3 · 📉) - ❗Unlicensed
• gain (🥉3 · 💤) - Taken Over By Shad0w For Responsible Disclosure [Kiwi BBP]. ❗Unlicensed
• igramscraper (🥉2 · 📉) - ❗Unlicensed

Update: 2026.04.02

📈 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.

• certifi (🥈35 · ⭐ 960 · 📈) - (Python Distribution) A carefully curated collection of Root.. MPL-2.0
• playwright (🥈29 · ⭐ 14K · 📈) - A high-level API to automate web browsers. Apache-2
• quart (🥉26 · ⭐ 3.5K · 💀) - Quart is a Python ASGI web microframework with the same API as Flask. MIT
• igramscraper (🥉16 · ⭐ 2.1K · 💀) - scrapes medias, likes, followers, tags and all metadata... MIT
• gain (🥉13 · ⭐ 2K · 💤) - Taken Over By Shad0w For Responsible Disclosure [Kiwi BBP]. ❗️GPL-3.0

📉 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.

• web3.py (🥉30 · ⭐ 5.5K · 📉) - A python interface for interacting with the Ethereum blockchain and.. MIT
• waitress (🥉27 · ⭐ 1.6K · 📉) - Waitress - A WSGI server for Python 3. ❗Unlicensed
• django-filter (🥉25 · ⭐ 4.7K · 📉) - A generic system for filtering Django QuerySets based.. ❗Unlicensed
• pyramid_debugtoolbar (🥉17 · ⭐ 96 · 💀) - Pyramid debug toolbar. ❗Unlicensed
• Yarl (🥉12 · 📉) - Yet another URL library. ❗Unlicensed

➕ Added Projects

Projects that were recently added to this best-of list.

• iploop-sdk (🥉10 · ⭐ 1 · 🐣) - Residential proxy SDK with 66 site presets and built-in anti-.. MIT

Update: 2026.03.26

📈 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.

• tweepy (🥈39 · ⭐ 11K · 💤) - Twitter for Python!. MIT
• Yarl (🥇36 · ⭐ 1.5K · 📈) - Yet another URL library. Apache-2
• html5lib-python (🥉33 · ⭐ 1.2K · 💀) - Standards-compliant library for parsing and serializing.. MIT
• pyramid_debugtoolbar (🥉24 · ⭐ 96 · 💀) - Pyramid debug toolbar. BSD-3
• pyramid_mailer (🥉21 · ⭐ 51 · 💀) - A package for sending email from your Pyramid.. BSD-3

📉 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.

• certifi (🥉26 · ⭐ 960 · 📉) - (Python Distribution) A carefully curated collection of Root.. ❗Unlicensed
• playwright (🥉11 · 📉) - Python version of the Playwright testing and automation library. ❗Unlicensed
• flask-debugtoolbar (🥉8 · 💤) - A toolbar overlay for debugging Flask applications. ❗Unlicensed
• igramscraper (🥉2 · 📉) - ❗Unlicensed
• instagram-scraper (📉) - ❗Unlicensed

Update: 2026.03.19

📈 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.

• flask (🥇51 · ⭐ 71K · 📈) - The Python micro framework for building web applications. BSD-3
• pysimplesoap (🥉24 · ⭐ 370 · 💀) - Python Simple SOAP Library. ❗️LGPL-3.0
• pyramid_openapi3 (🥉24 · ⭐ 84 · 📈) - Pyramid addon for OpenAPI3 validation of requests and.. MIT
• pyresttest (🥉23 · ⭐ 1.2K · 💀) - Python Rest Testing. Apache-2
• wdb (🥉22 · ⭐ 1.6K · 💀) - An improbable web debugger through WebSockets. ❗️GPL-3.0

📉 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.

• tweepy (🥉32 · ⭐ 11K · 💤) - Twitter for Python!. MIT
• google-auth (🥈32 · ⭐ 870 · 📉) - This library has moved to.. Apache-2
• pyppeteer (🥉21 · ⭐ 3.6K · 💀) - Headless chrome/chromium automation library (unofficial.. ❗Unlicensed
• pyramid_debugtoolbar (🥉17 · ⭐ 96 · 💀) - Pyramid debug toolbar. ❗Unlicensed
• Yarl (🥉12 · 📉) - Yet another URL library. ❗Unlicensed

Update: 2026.03.12

📈 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.

• whitenoise (🥈38 · ⭐ 2.7K · 📈) - Radically simplified static file serving for Python web apps. MIT
• feedparser (🥇37 · ⭐ 2.3K · 📈) - Parse feeds in Python. BSD-2
• Yarl (🥇37 · ⭐ 1.5K · 📈) - Yet another URL library. Apache-2
• django-sql-explorer (🥉28 · ⭐ 2.9K · 💤) - SQL reporting that Just Works. Fast, simple, and.. MIT
• safrs (🥈26 · ⭐ 410 · 📈) - SqlAlchemy Flask-Restful Swagger Json:API OpenAPI. ❗️GPL-3.0

📉 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.

• flask (🥇48 · ⭐ 71K · 📉) - The Python micro framework for building web applications. BSD-3
• google-resumable-media (🥉29 · ⭐ 45 · 📉) - This library has moved to.. Apache-2
• pysimplesoap (🥉21 · ⭐ 370 · 💀) - Python Simple SOAP Library. ❗️LGPL-3.0
• wdb (🥉20 · ⭐ 1.6K · 💀) - An improbable web debugger through WebSockets. ❗️GPL-3.0
• pyresttest (🥉20 · ⭐ 1.2K · 💀) - Python Rest Testing. Apache-2

Update: 2026.03.05

📈 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.

• posthog (🥇45 · ⭐ 32K · 📈) - PostHog is an all-in-one developer platform for building successful.. MIT
• discord.py (🥇43 · ⭐ 16K · 📈) - An API wrapper for Discord written in Python. MIT
• flask-sqlalchemy (🥇37 · ⭐ 4.3K · 💤) - Adds SQLAlchemy support to Flask. BSD-3
• splinter (🥈32 · ⭐ 2.8K · 💤) - splinter - python test framework for web applications. BSD-3
• Wooey (🥉24 · ⭐ 2.2K · 💀) - A Django app that creates automatic web UIs for Python scripts. BSD-3

📉 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.

• httpx (🥈39 · ⭐ 15K · 📉) - A next generation HTTP client for Python. BSD-3
• feedparser (🥇34 · ⭐ 2.3K · 📉) - Parse feeds in Python. BSD-2
• whitenoise (🥉33 · ⭐ 2.7K · 📉) - Radically simplified static file serving for Python web apps. MIT
• django-sql-explorer (🥉25 · ⭐ 2.9K · 💤) - SQL reporting that Just Works. Fast, simple, and.. MIT
• Spectree (🥉23 · ⭐ 360 · 📉) - API spec validator and OpenAPI document generator for.. Apache-2

Update: 2026.02.26

📈 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.

• django-import-export (🥇39 · ⭐ 3.3K · 📈) - Django application and library for importing and.. BSD-2
• pyramid (🥈37 · ⭐ 4.1K · 📈) - Pyramid - A Python web framework. ❗Unlicensed
• django-model-utils (🥈35 · ⭐ 2.8K · 📈) - Django model mixins and utilities. BSD-3
• django-imagekit (🥈33 · ⭐ 2.4K · 📈) - Automated image processing for Django. Currently v6.0. BSD-3
• OpenAPI Spec validator (🥈33 · ⭐ 390 · 📈) - OpenAPI Spec Validator is a CLI, pre-commit hook and.. Apache-2

📉 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.

• Telethon (🥈38 · ⭐ 12K · 📉) - Pure Python 3 MTProto API Telegram client library, for bots too!. MIT
• flask-sqlalchemy (🥇33 · ⭐ 4.3K · 💤) - Adds SQLAlchemy support to Flask. BSD-3
• django-countries (🥈32 · ⭐ 1.5K · 📉) - A Django application that provides country choices.. MIT
• splinter (🥈29 · ⭐ 2.8K · 📉) - splinter - python test framework for web applications. BSD-3
• Wooey (🥉21 · ⭐ 2.2K · 💀) - A Django app that creates automatic web UIs for Python scripts. BSD-3

Update: 2026.02.19

📈 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.

• django-environ (🥇37 · ⭐ 3.1K · 📈) - Django-environ allows you to utilize 12factor inspired.. MIT
• responses (🥈36 · ⭐ 4.3K · 📈) - A utility for mocking out the Python Requests library. Apache-2
• dj-rest-auth (🥈35 · ⭐ 1.8K · 📈) - Authentication for Django Rest Framework. MIT
• notion-py (🥉29 · ⭐ 4.4K · 📈) - Unofficial Python API client for Notion.so. MIT
• safrs (🥉23 · ⭐ 410 · 📈) - SqlAlchemy Flask-Restful Swagger Json:API OpenAPI. ❗️GPL-3.0

📉 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.

• mitmproxy (🥇42 · ⭐ 42K · 📉) - An interactive TLS-capable intercepting HTTP proxy for penetration.. MIT
• django-import-export (🥈34 · ⭐ 3.3K · 📉) - Django application and library for importing and.. BSD-2
• django-model-utils (🥈32 · ⭐ 2.8K · 📉) - Django model mixins and utilities. BSD-3
• Yarl (🥈30 · ⭐ 1.5K · 📉) - Yet another URL library. Apache-2
• Lassie (🥉17 · ⭐ 630 · 💀) - Web Content Retrieval for Humans. MIT

Update: 2026.02.12

📈 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.

• litestar (🥈37 · ⭐ 8K · 📈) - Light, flexible and extensible ASGI framework | Built to scale. MIT
• Yarl (🥇37 · ⭐ 1.5K · 📈) - Yet another URL library. Apache-2
• google-auth (🥈37 · ⭐ 870 · 📈) - Google Auth Python Library. Apache-2
• tavern (🥈33 · ⭐ 1.1K · 📈) - A command-line tool and Python library and Pytest plugin for automated.. MIT
• starlette context (🥉26 · ⭐ 610 · 💤) - Middleware for Starlette that allows you to store and.. 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.

• flask (🥇48 · ⭐ 71K · 📉) - The Python micro framework for building web applications. BSD-3
• posthog (🥇43 · ⭐ 31K · 📉) - PostHog is an all-in-one developer platform for building successful.. MIT
• tushare (🥉32 · ⭐ 14K · 💀) - TuShare is a utility for crawling historical data of China stocks. BSD-3
• imdbpy (🥉29 · ⭐ 1.3K · 📉) - Cinemagoer is a Python package useful to retrieve and manage the.. ❗️GPL-2.0
• slacker (🥉27 · ⭐ 1.6K · 💀) - Full-featured Python interface for the Slack API. Apache-2