ml-tooling / best-of-web-python Public

Best-of Web Development with Python

🏆 A ranked list of awesome python libraries for web development. Updated weekly.

This curated list contains 560 awesome open-source projects with a total of 2.1M stars grouped into 26 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from Github and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!

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Web Frameworks 32 projects
HTTP Clients 19 projects
Servers 12 projects
Authorization & Authentication 39 projects
HTML Processing 10 projects
URL Utilities 6 projects
OpenAPI Utilities 23 projects
GraphQL Utilities 16 projects
Websocket Utilities 11 projects
RPC Utilities 4 projects
Serverless 3 projects
Content Management Systems 6 projects
Web Testing 49 projects
Web Forms 5 projects
Markdown 12 projects
Third-party Web APIs 55 projects
Email 11 projects
Web Scraping & Crawling 34 projects
Monitoring 12 projects
Web UI 6 projects
Admin UI 12 projects
API Proxies & Gateways 2 projects
Flask Utilities 36 projects
FastAPI Utilities 13 projects
Pyramid Utilities 3 projects
Django Utilities 76 projects
Others 57 projects

Explanation

🥇🥈🥉 Combined project-quality score
⭐️ Star count from GitHub
🐣 New project (less than 6 months old)
💤 Inactive project (6 months no activity)
💀 Dead project (12 months no activity)
📈📉 Project is trending up or down
➕ Project was recently added
❗️ Warning (e.g. missing/risky license)
👨‍💻 Contributors count from GitHub
🔀 Fork count from GitHub
📋 Issue count from GitHub
⏱️ Last update timestamp on package manager
📥 Download count from package manager
📦 Number of dependent projects
Flask related project
Django related project
FastAPI related project
Pyramid related project
OpenAPI related project
GraphQL related project

Web Frameworks

General purpose web frameworks to build web applications and REST APIs.

django-rest-framework (🥇39 · ⭐ 22K) - Web APIs for Django. BSD-3

GitHub (👨‍💻 1.2K · 🔀 5.8K · 📦 250K · 📋 3.8K - 6% open · ⏱️ 11.08.2021):
```
 git clone https://github.com/encode/django-rest-framework
```
PyPi (📥 1.1M / month · 📦 750 · ⏱️ 20.07.2017):
```
 pip install django-rest-framework
```

Conda (📥 380K · ⏱️ 26.03.2021):

 conda install -c conda-forge djangorestframework

django (🥇38 · ⭐ 59K) - The Web framework for perfectionists with deadlines. BSD-3

GitHub (👨‍💻 2.6K · 🔀 25K · 📦 740K · ⏱️ 26.08.2021):
```
 git clone https://github.com/django/django
```
PyPi (📥 6.9M / month · 📦 230K · ⏱️ 02.08.2021):
```
 pip install django
```
Conda (📥 940K · ⏱️ 04.08.2021):
```
 conda install -c conda-forge django
```

flask (🥇38 · ⭐ 56K) - The Python micro framework for building web applications. BSD-3

GitHub (👨‍💻 740 · 🔀 14K · 📥 4.9K · 📦 830K · 📋 2.2K - 1% open · ⏱️ 14.08.2021):
```
 git clone https://github.com/pallets/flask
```
PyPi (📥 52M / month · 📦 230K · ⏱️ 21.05.2021):
```
 pip install flask
```
Conda (📥 2.2M · ⏱️ 21.05.2021):
```
 conda install -c conda-forge flask
```

tornado (🥇37 · ⭐ 20K) - Tornado is a Python web framework and asynchronous networking.. Apache-2

GitHub (👨‍💻 410 · 🔀 5.4K · 📦 180K · 📋 1.7K - 13% open · ⏱️ 09.07.2021):
```
 git clone https://github.com/tornadoweb/tornado
```
PyPi (📥 18M / month · 📦 48K · ⏱️ 30.10.2020):
```
 pip install tornado
```
Conda (📥 14M · ⏱️ 05.07.2021):
```
 conda install -c conda-forge tornado
```

werkzeug (🥈36 · ⭐ 5.8K) - The comprehensive WSGI web application library. BSD-3

GitHub (👨‍💻 430 · 🔀 1.6K · 📥 240 · 📦 570K · 📋 920 - 4% open · ⏱️ 10.08.2021):
```
 git clone https://github.com/pallets/werkzeug
```
PyPi (📥 53M / month · 📦 140K · ⏱️ 17.05.2021):
```
 pip install werkzeug
```
Conda (📥 3.3M · ⏱️ 20.05.2021):
```
 conda install -c conda-forge werkzeug
```

falcon (🥈34 · ⭐ 8.5K) - The no-nonsense REST API and microservices framework for Python.. Apache-2

GitHub (👨‍💻 180 · 🔀 830 · 📥 1.1K · 📦 5.7K · 📋 910 - 21% open · ⏱️ 03.08.2021):
```
 git clone https://github.com/falconry/falcon
```
PyPi (📥 510K / month · 📦 3K · ⏱️ 10.05.2021):
```
 pip install falcon
```
Conda (📥 220K · ⏱️ 30.06.2021):
```
 conda install -c conda-forge falcon
```

bottle (🥈34 · ⭐ 7.3K) - bottle.py is a fast and simple micro-framework for python web-applications. MIT

GitHub (👨‍💻 220 · 🔀 1.4K · 📦 17K · 📋 850 - 37% open · ⏱️ 07.07.2021):
```
 git clone https://github.com/bottlepy/bottle
```
PyPi (📥 1.8M / month · 📦 9.7K · ⏱️ 11.11.2020):
```
 pip install bottle
```
Conda (📥 260K · ⏱️ 10.06.2020):
```
 conda install -c conda-forge bottle
```

pyramid (🥈34 · ⭐ 3.6K) - Pyramid - A Python web framework. BSD-3

GitHub (👨‍💻 340 · 🔀 880 · 📦 9.5K · 📋 1K - 6% open · ⏱️ 15.03.2021):
```
 git clone https://github.com/Pylons/pyramid
```
PyPi (📥 1.4M / month · 📦 5.2K · ⏱️ 01.03.2021):
```
 pip install pyramid
```
Conda (📥 3K · ⏱️ 08.06.2021):
```
 conda install -c anaconda pyramid
```

fastapi (🥈33 · ⭐ 35K) - FastAPI framework, high performance, easy to learn, fast to.. MIT

GitHub (👨‍💻 250 · 🔀 2.5K · 📋 2.7K - 39% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/tiangolo/fastapi
```
PyPi (📥 2.7M / month · 📦 280 · ⏱️ 24.08.2021):
```
 pip install fastapi
```
Conda (📥 340K · ⏱️ 24.08.2021):
```
 conda install -c conda-forge fastapi
```

sanic (🥈33 · ⭐ 15K) - Async Python 3.7+ web server/framework | Build fast. Run fast. MIT

GitHub (👨‍💻 300 · 🔀 1.4K · 📦 5.7K · 📋 1.1K - 4% open · ⏱️ 19.08.2021):
```
 git clone https://github.com/sanic-org/sanic
```
PyPi (📥 5.4M / month · 📦 530 · ⏱️ 02.08.2021):
```
 pip install sanic
```
Conda (📥 160K · ⏱️ 03.08.2021):
```
 conda install -c conda-forge sanic
```

flask-restful (🥈33 · ⭐ 6.2K) - Simple framework for creating REST APIs. BSD-3

GitHub (👨‍💻 160 · 🔀 940 · 📦 63K · 📋 560 - 20% open · ⏱️ 07.07.2021):
```
 git clone https://github.com/flask-restful/flask-restful
```
PyPi (📥 1.2M / month · 📦 14K · ⏱️ 17.05.2021):
```
 pip install flask-restful
```

Conda (📥 92K · ⏱️ 30.05.2021):

 conda install -c conda-forge flask-restful

starlette (🥈33 · ⭐ 6K) - The little ASGI framework that shines. BSD-3

GitHub (👨‍💻 160 · 🔀 510 · 📦 19K · 📋 600 - 29% open · ⏱️ 19.08.2021):
```
 git clone https://github.com/encode/starlette
```
PyPi (📥 3M / month · 📦 580 · ⏱️ 19.07.2021):
```
 pip install starlette
```

Conda (📥 290K · ⏱️ 19.07.2021):

 conda install -c conda-forge starlette

Flask-AppBuilder (🥈32 · ⭐ 3.4K) - Simple and rapid application development framework,.. BSD-3

GitHub (👨‍💻 150 · 🔀 1.1K · 📦 2.3K · 📋 1.1K - 7% open · ⏱️ 27.07.2021):
```
 git clone https://github.com/dpgaspar/Flask-AppBuilder
```
PyPi (📥 2.8M / month · ⏱️ 16.03.2021):
```
 pip install flask-appbuilder
```

Conda (📥 160K · ⏱️ 27.07.2021):

 conda install -c conda-forge flask-appbuilder

django-tastypie (🥉31 · ⭐ 3.8K) - Creating delicious APIs for Django apps since 2010. BSD-3

GitHub (👨‍💻 200 · 🔀 1.2K · 📦 4.5K · 📋 920 - 45% open · ⏱️ 03.06.2021):
```
 git clone https://github.com/django-tastypie/django-tastypie
```
PyPi (📥 59K / month · 📦 5K · ⏱️ 06.01.2020):
```
 pip install django-tastypie
```

CherryPy (🥉30 · ⭐ 1.4K) - CherryPy is a pythonic, object-oriented HTTP framework... BSD-3

GitHub (👨‍💻 140 · 🔀 330 · 📦 7.7K · 📋 1.7K - 12% open · ⏱️ 18.07.2021):
```
 git clone https://github.com/cherrypy/cherrypy
```
PyPi (📥 490K / month · 📦 20K · ⏱️ 03.07.2021):
```
 pip install cherrypy
```

eve (🥉29 · ⭐ 6.4K) - REST API framework designed for human beings. BSD-3

GitHub (👨‍💻 200 · 🔀 740 · 📦 970 · 📋 950 - 3% open · ⏱️ 14.03.2021):
```
 git clone https://github.com/pyeve/eve
```
PyPi (📥 17K / month · 📦 710 · ⏱️ 25.01.2021):
```
 pip install eve
```

hug (🥉28 · ⭐ 6.5K · 💤) - Embrace the APIs of the future. Hug aims to make developing APIs as simple.. MIT

GitHub (👨‍💻 120 · 🔀 360 · 📦 1.1K · 📋 450 - 33% open · ⏱️ 10.08.2020):
```
 git clone https://github.com/hugapi/hug
```
PyPi (📥 30K / month · 📦 420 · ⏱️ 06.02.2020):
```
 pip install hug
```
Conda (📥 130K · ⏱️ 19.02.2020):
```
 conda install -c conda-forge hug
```

cornice (🥉28 · ⭐ 370) - Build Web Services with Pyramid. MPL-2.0

GitHub (👨‍💻 120 · 🔀 150 · 📦 660 · 📋 240 - 19% open · ⏱️ 23.07.2021):
```
 git clone https://github.com/Cornices/cornice
```
PyPi (📥 37K / month · 📦 660 · ⏱️ 18.02.2021):
```
 pip install cornice
```

webpy (🥉27 · ⭐ 5.6K) - web.py is a web framework for python that is as simple as it is.. Unlicense

GitHub (👨‍💻 83 · 🔀 1.3K · 📋 420 - 7% open · ⏱️ 03.03.2021):
```
 git clone https://github.com/webpy/webpy
```
PyPi (📥 97K / month · 📦 2.2K · ⏱️ 09.11.2020):
```
 pip install web.py
```

responder (🥉25 · ⭐ 3.6K) - A familiar HTTP Service Framework for Python. Apache-2

GitHub (👨‍💻 86 · 🔀 210 · 📦 450 · 📋 220 - 24% open · ⏱️ 24.03.2021):
```
 git clone https://github.com/taoufik07/responder
```
PyPi (📥 5.8K / month · 📦 120 · ⏱️ 08.01.2021):
```
 pip install responder
```

Conda (📥 63K · ⏱️ 08.01.2021):

 conda install -c conda-forge responder

masonite (🥉25 · ⭐ 1.6K) - The Modern And Developer Centric Python Web Framework. Be sure to read.. MIT

GitHub (👨‍💻 74 · 🔀 100 · 📥 8 · 📋 250 - 11% open · ⏱️ 25.07.2021):
```
 git clone https://github.com/MasoniteFramework/masonite
```
PyPi (📥 2.1K / month · 📦 94 · ⏱️ 28.05.2021):
```
 pip install masonite
```

quart (🥉25 · ⭐ 930) - Quart is a Python ASGI web microframework with the same API as Flask. MIT

GitHub (👨‍💻 59 · 🔀 83 · 📦 1.6K · 📋 120 - 8% open · ⏱️ 19.08.2021):
```
 git clone https://github.com/pgjones/quart
```
PyPi (📥 310K / month · 📦 160 · ⏱️ 24.05.2021):
```
 pip install quart
```
Conda (📥 23K · ⏱️ 25.05.2021):
```
 conda install -c conda-forge quart
```

guillotina (🥉24 · ⭐ 160) - Python AsyncIO data API to manage billions of resources. BSD-3

GitHub (👨‍💻 50 · 🔀 45 · 📦 110 · 📋 210 - 23% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/plone/guillotina
```
PyPi (📥 3.7K / month · 📦 52 · ⏱️ 05.08.2021):
```
 pip install guillotina
```

web2py (🥉22 · ⭐ 2K) - Free and open source full-stack enterprise framework for agile.. ❗️LGPL-3.0

GitHub (👨‍💻 250 · 🔀 850 · 📦 38 · 📋 1K - 34% open · ⏱️ 26.06.2021):
```
 git clone https://github.com/web2py/web2py
```

emmett (🥉21 · ⭐ 680) - The web framework for inventors. BSD-3

GitHub (👨‍💻 20 · 🔀 57 · 📦 11 · 📋 280 - 9% open · ⏱️ 19.08.2021):
```
 git clone https://github.com/emmett-framework/emmett
```
PyPi (📥 530 / month · ⏱️ 19.08.2021):
```
 pip install emmett
```

justpy (🥉19 · ⭐ 740 · 💤) - An object oriented high-level Python Web Framework that requires.. Apache-2

GitHub (👨‍💻 1 · 🔀 47 · 📦 100 · 📋 240 - 25% open · ⏱️ 14.10.2020):
```
 git clone https://github.com/elimintz/justpy
```
PyPi (📥 2.7K / month · ⏱️ 14.10.2020):
```
 pip install justpy
```

flask-mongorest (🥉18 · ⭐ 520 · 💤) - Restful API framework wrapped around MongoEngine. BSD-3

GitHub (👨‍💻 18 · 🔀 90 · 📦 46 · 📋 64 - 42% open · ⏱️ 27.10.2020):
```
 git clone https://github.com/closeio/flask-mongorest
```
PyPi (📥 130 / month · 📦 27 · ⏱️ 26.08.2019):
```
 pip install Flask-MongoRest
```

flama (🥉14 · ⭐ 170) - Fire up your API with this flamethrower. ❗️GPL-3.0

GitHub (👨‍💻 8 · 🔀 12 · 📥 57 · 📋 29 - 31% open · ⏱️ 06.05.2021):
```
 git clone https://github.com/perdy/flama
```
PyPi (📥 260 / month · ⏱️ 16.11.2020):
```
 pip install flama
```

Show 4 hidden projects...

flask-restplus (🥉30 · ⭐ 2.5K · 💀) - Fully featured framework for fast, easy and.. BSD-3
japronto (🥉23 · ⭐ 8.5K · 💀) - Screaming-fast Python 3.5+ HTTP toolkit integrated with pipelining.. MIT
vibora (🥉21 · ⭐ 5.7K · 💀) - Fast, asynchronous and elegant Python web framework. MIT
Growler (🥉15 · ⭐ 690 · 💀) - A micro web-framework using asyncio coroutines and chained.. Apache-2

HTTP Clients

requests (🥇40 · ⭐ 46K) - A simple, yet elegant HTTP library. Apache-2

GitHub (👨‍💻 700 · 🔀 8.4K · 📦 1.1M · 📋 3.5K - 9% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/psf/requests
```
PyPi (📥 130M / month · 📦 300K · ⏱️ 13.07.2021):
```
 pip install requests
```
Conda (📥 12M · ⏱️ 16.07.2021):
```
 conda install -c conda-forge requests
```

aiohttp (🥇38 · ⭐ 12K) - Asynchronous HTTP client/server framework for asyncio and Python. Apache-2

GitHub (👨‍💻 580 · 🔀 1.6K · 📥 850 · 📦 110K · 📋 2.5K - 15% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/aio-libs/aiohttp
```
PyPi (📥 41M / month · 📦 15K · ⏱️ 25.02.2021):
```
 pip install aiohttp
```
Conda (📥 2.9M · ⏱️ 02.07.2021):
```
 conda install -c conda-forge aiohttp
```

urllib3 (🥈36 · ⭐ 2.8K) - Python HTTP library with thread-safe connection pooling, file post.. MIT

GitHub (👨‍💻 290 · 🔀 870 · 📥 550 · 📦 630K · 📋 960 - 16% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/urllib3/urllib3
```
PyPi (📥 180M / month · 📦 75K · ⏱️ 25.06.2021):
```
 pip install urllib3
```
Conda (📥 13M · ⏱️ 25.06.2021):
```
 conda install -c conda-forge urllib3
```

httpie (🥈32 · ⭐ 52K) - As easy as /aitch-tee-tee-pie/ Modern, user-friendly command-line HTTP.. BSD-3

GitHub (👨‍💻 130 · 🔀 3.3K · 📦 9K · 📋 720 - 20% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/httpie/httpie
```
PyPi (📥 190K / month · 📦 3.3K · ⏱️ 06.02.2021):
```
 pip install httpie
```
Conda (📥 65K · ⏱️ 14.10.2020):
```
 conda install -c conda-forge httpie
```

httpx (🥈32 · ⭐ 7.4K) - A next generation HTTP client for Python. BSD-3

GitHub (👨‍💻 140 · 🔀 480 · 📦 9.5K · 📋 620 - 8% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/encode/httpx
```
PyPi (📥 4.5M / month · 📦 64 · ⏱️ 19.08.2021):
```
 pip install httpx
```
Conda (📥 71K · ⏱️ 19.08.2021):
```
 conda install -c conda-forge httpx
```

python-zeep (🥈32 · ⭐ 1.6K) - A modern/fast python SOAP client based on lxml / requests. MIT

GitHub (👨‍💻 130 · 🔀 510 · 📦 3.4K · 📋 1K - 35% open · ⏱️ 15.08.2021):
```
 git clone https://github.com/mvantellingen/python-zeep
```
PyPi (📥 2.7M / month · 📦 650 · ⏱️ 15.08.2021):
```
 pip install zeep
```

pycurl (🥈32 · ⭐ 790) - PycURL - Python interface to libcurl. MIT

GitHub (👨‍💻 94 · 🔀 220 · 📦 36K · 📋 290 - 0% open · ⏱️ 19.08.2021):
```
 git clone https://github.com/pycurl/pycurl
```
PyPi (📥 1.9M / month · 📦 8.3K · ⏱️ 15.08.2021):
```
 pip install pycurl
```
Conda (📥 520K · ⏱️ 15.08.2021):
```
 conda install -c conda-forge pycurl
```

httplib2 (🥈31 · ⭐ 410) - Small, fast HTTP client library for Python. Features persistent.. MIT

GitHub (👨‍💻 65 · 🔀 140 · 📦 83K · 📋 110 - 42% open · ⏱️ 13.05.2021):
```
 git clone https://github.com/httplib2/httplib2
```
PyPi (📥 23M / month · 📦 31K · ⏱️ 07.02.2021):
```
 pip install httplib2
```
Conda (📥 1.1M · ⏱️ 30.03.2021):
```
 conda install -c conda-forge httplib2
```

requests-toolbelt (🥉30 · ⭐ 790) - A toolbelt of useful classes and functions to be used.. Apache-2

GitHub (👨‍💻 60 · 🔀 140 · 📦 31K · 📋 150 - 37% open · ⏱️ 10.08.2021):
```
 git clone https://github.com/requests/toolbelt
```
PyPi (📥 18M / month · 📦 8.2K · ⏱️ 30.01.2019):
```
 pip install requests-toolbelt
```

Conda (📥 540K · ⏱️ 30.01.2019):

 conda install -c conda-forge requests-toolbelt

httpcore (🥉30 · ⭐ 200) - A minimal HTTP client. BSD-3

GitHub (👨‍💻 23 · 🔀 38 · 📦 5K · 📋 91 - 23% open · ⏱️ 02.08.2021):
```
 git clone https://github.com/encode/httpcore
```
PyPi (📥 4.6M / month · 📦 70 · ⏱️ 15.06.2021):
```
 pip install httpcore
```
Conda (📥 46K · ⏱️ 15.06.2021):
```
 conda install -c conda-forge httpcore
```

requests-futures (🥉28 · ⭐ 1.8K) - Asynchronous Python HTTP Requests for Humans using.. Apache-2

GitHub (👨‍💻 24 · 🔀 140 · 📦 3.2K · 📋 74 - 24% open · ⏱️ 01.08.2021):
```
 git clone https://github.com/ross/requests-futures
```
PyPi (📥 1.1M / month · 📦 1.6K · ⏱️ 11.06.2019):
```
 pip install requests-futures
```

Conda (📥 120K · ⏱️ 14.10.2020):

 conda install -c conda-forge requests-futures

httptools (🥉28 · ⭐ 980) - Fast HTTP parser. MIT

GitHub (👨‍💻 11 · 🔀 59 · 📦 10K · 📋 47 - 27% open · ⏱️ 10.08.2021):
```
 git clone https://github.com/MagicStack/httptools
```
PyPi (📥 6.8M / month · 📦 900 · ⏱️ 10.08.2021):
```
 pip install httptools
```

Conda (📥 340K · ⏱️ 30.06.2021):

 conda install -c conda-forge httptools

hyper (🥉27 · ⭐ 1K · 💤) - HTTP/2 for Python. MIT

GitHub (👨‍💻 43 · 🔀 160 · 📥 150 · 📦 720 · 📋 250 - 31% open · ⏱️ 12.01.2021):
```
 git clone https://github.com/python-hyper/hyper
```
PyPi (📥 230K / month · 📦 180 · ⏱️ 27.09.2016):
```
 pip install hyper
```
Conda (📥 18K · ⏱️ 02.12.2018):
```
 conda install -c conda-forge hyper
```

treq (🥉26 · ⭐ 540) - Python requests like API built on top of Twisted's HTTP client. MIT

GitHub (👨‍💻 45 · 🔀 140 · 📥 100 · 📦 860 · 📋 150 - 41% open · ⏱️ 11.07.2021):
```
 git clone https://github.com/twisted/treq
```
PyPi (📥 72K / month · 📦 700 · ⏱️ 24.05.2021):
```
 pip install treq
```
Conda (📥 56K · ⏱️ 25.05.2021):
```
 conda install -c conda-forge treq
```

http-prompt (🥉25 · ⭐ 8.2K) - An interactive command-line HTTP and API testing client built on top.. MIT

GitHub (👨‍💻 28 · 🔀 320 · 📦 35 · 📋 100 - 46% open · ⏱️ 05.08.2021):
```
 git clone https://github.com/httpie/http-prompt
```
PyPi (📥 1K / month · 📦 14 · ⏱️ 05.03.2021):
```
 pip install http-prompt
```

httpstat (🥉19 · ⭐ 4.9K · 💤) - curl statistics made simple. MIT

GitHub (👨‍💻 4 · 🔀 320 · 📥 64 · 📦 9 · 📋 26 - 23% open · ⏱️ 24.12.2020):
```
 git clone https://github.com/reorx/httpstat
```
PyPi (📥 2.6K / month · ⏱️ 24.12.2020):
```
 pip install httpstat
```

Show 3 hidden projects...

grequests (🥉26 · ⭐ 3.8K · 💀) - Requests + Gevent = 3. BSD-2
pysimplesoap (🥉25 · ⭐ 360 · 💀) - Python Simple SOAP Library. ❗️LGPL-3.0
http-parser (🥉23 · ⭐ 330 · 💀) - HTTP request/response parser for python in C. MIT

Servers

gunicorn (🥇38 · ⭐ 7.8K) - gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients.. MIT

GitHub (👨‍💻 360 · 🔀 1.4K · 📥 98 · 📦 510K · 📋 1.8K - 20% open · ⏱️ 02.07.2021):
```
 git clone https://github.com/benoitc/gunicorn
```
PyPi (📥 23M / month · 📦 120K · ⏱️ 27.03.2021):
```
 pip install gunicorn
```
Conda (📥 710K · ⏱️ 11.05.2021):
```
 conda install -c conda-forge gunicorn
```

gevent (🥇35 · ⭐ 5.6K) - Coroutine-based concurrency library for Python. MIT

GitHub (👨‍💻 98 · 🔀 910 · 📥 58K · 📦 67K · 📋 1.2K - 4% open · ⏱️ 05.08.2021):
```
 git clone https://github.com/gevent/gevent
```
PyPi (📥 8.6M / month · 📦 28K · ⏱️ 05.08.2021):
```
 pip install gevent
```
Conda (📥 630K · ⏱️ 08.08.2021):
```
 conda install -c conda-forge gevent
```

uvicorn (🥈32 · ⭐ 4.3K) - The lightning-fast ASGI server. BSD-3

GitHub (👨‍💻 110 · 🔀 350 · 📦 33K · 📋 540 - 16% open · ⏱️ 22.08.2021):
```
 git clone https://github.com/encode/uvicorn
```
PyPi (📥 2.7M / month · 📦 710 · ⏱️ 13.08.2021):
```
 pip install uvicorn
```
Conda (📥 540K · ⏱️ 13.08.2021):
```
 conda install -c conda-forge uvicorn
```

whitenoise (🥈31 · ⭐ 1.8K) - Radically simplified static file serving for Python web apps. MIT

GitHub (👨‍💻 49 · 🔀 100 · 📦 170K · 📋 200 - 13% open · ⏱️ 16.07.2021):
```
 git clone https://github.com/evansd/whitenoise
```
PyPi (📥 1M / month · 📦 26K · ⏱️ 16.07.2021):
```
 pip install whitenoise
```

Conda (📥 51K · ⏱️ 16.07.2021):

 conda install -c conda-forge whitenoise

livereload (🥈28 · ⭐ 930 · 💤) - livereload server in python (MAINTAINERS NEEDED). BSD-3

GitHub (👨‍💻 55 · 🔀 140 · 📦 7.3K · 📋 140 - 29% open · ⏱️ 13.10.2020):
```
 git clone https://github.com/lepture/python-livereload
```
PyPi (📥 570K / month · 📦 3.1K · ⏱️ 22.08.2020):
```
 pip install livereload
```

Conda (📥 160K · ⏱️ 22.08.2020):

 conda install -c conda-forge livereload

asgiref (🥉27 · ⭐ 890) - ASGI specification and utilities. BSD-3

GitHub (👨‍💻 63 · 🔀 130 · 📋 140 - 21% open · ⏱️ 18.08.2021):
```
 git clone https://github.com/django/asgiref
```
PyPi (📥 5.7M / month · 📦 1.8K · ⏱️ 01.07.2021):
```
 pip install asgiref
```
Conda (📥 170K · ⏱️ 04.07.2021):
```
 conda install -c conda-forge asgiref
```

bjoern (🥉26 · ⭐ 2.6K) - A screamingly fast Python 2/3 WSGI server written in C. BSD-2

GitHub (👨‍💻 41 · 🔀 180 · 📦 340 · 📋 140 - 19% open · ⏱️ 13.08.2021):
```
 git clone https://github.com/jonashaag/bjoern
```
PyPi (📥 18K / month · 📦 240 · ⏱️ 03.11.2019):
```
 pip install bjoern
```
Conda (📥 52K · ⏱️ 13.10.2020):
```
 conda install -c conda-forge bjoern
```

mangum (🥉26 · ⭐ 630) - AWS Lambda & API Gateway support for ASGI. MIT

GitHub (👨‍💻 21 · 🔀 50 · 📦 340 · 📋 110 - 7% open · ⏱️ 11.08.2021):
```
 git clone https://github.com/jordaneremieff/mangum
```
PyPi (📥 92K / month · ⏱️ 11.08.2021):
```
 pip install mangum
```

Hypercorn (🥉26 · ⭐ 210) - Hypercorn is an ASGI Server based on Hyper libraries and inspired by.. MIT

GitHub (👨‍💻 31 · 🔀 29 · 📦 1.5K · 📋 34 - 14% open · ⏱️ 12.06.2021):
```
 git clone https://github.com/pgjones/hypercorn
```
PyPi (📥 360K / month · 📦 98 · ⏱️ 10.01.2021):
```
 pip install hypercorn
```

Show 3 hidden projects...

waitress (🥉27 · ⭐ 970) - Waitress - A WSGI server for Python 2 and 3. ❗️ZPL-2.1
Meinheld (🥉24 · ⭐ 1.4K · 💀) - Meinheld is a high performance asynchronous WSGI Web Server (based.. BSD-3
django-devserver (🥉24 · ⭐ 1.3K · 💀) - A drop-in replacement for Django's runserver. BSD-3

Authorization & Authentication

oauthlib (🥇37 · ⭐ 2.3K) - A generic, spec-compliant, thorough implementation of the OAuth.. BSD-3

GitHub (👨‍💻 180 · 🔀 440 · 📦 170K · 📋 340 - 21% open · ⏱️ 18.08.2021):
```
 git clone https://github.com/oauthlib/oauthlib
```
PyPi (📥 55M / month · 📦 24K · ⏱️ 01.06.2021):
```
 pip install oauthlib
```
Conda (📥 3.1M · ⏱️ 01.06.2021):
```
 conda install -c conda-forge oauthlib
```

django-allauth (🥇36 · ⭐ 6.7K) - Integrated set of Django applications addressing.. MIT

GitHub (👨‍💻 540 · 🔀 2.3K · 📦 72K · 📋 1.8K - 21% open · ⏱️ 11.07.2021):
```
 git clone https://github.com/pennersr/django-allauth
```
PyPi (📥 510K / month · 📦 10K · ⏱️ 11.07.2021):
```
 pip install django-allauth
```

Conda (📥 64K · ⏱️ 23.12.2019):

 conda install -c conda-forge django-allauth

pyjwt (🥇35 · ⭐ 3.9K) - JSON Web Token implementation in Python. MIT

GitHub (👨‍💻 97 · 🔀 500 · 📦 140K · 📋 340 - 26% open · ⏱️ 12.08.2021):
```
 git clone https://github.com/jpadilla/pyjwt
```
PyPi (📥 48M / month · 📦 19K · ⏱️ 28.04.2021):
```
 pip install pyjwt
```
Conda (📥 4M · ⏱️ 28.04.2021):
```
 conda install -c conda-forge pyjwt
```

authlib (🥈32 · ⭐ 2.7K) - The ultimate Python library in building OAuth, OpenID Connect clients.. BSD-3

GitHub (👨‍💻 66 · 🔀 260 · 📦 16K · 📋 270 - 11% open · ⏱️ 19.08.2021):
```
 git clone https://github.com/lepture/authlib
```
PyPi (📥 2.6M / month · 📦 320 · ⏱️ 05.06.2021):
```
 pip install authlib
```
Conda (📥 61K · ⏱️ 05.06.2021):
```
 conda install -c conda-forge authlib
```

google-auth (🥈32 · ⭐ 440) - Google Auth Python Library. Apache-2

GitHub (👨‍💻 81 · 🔀 200 · 📦 74K · 📋 300 - 17% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/googleapis/google-auth-library-python
```
PyPi (📥 45M / month · 📦 3.6K · ⏱️ 19.08.2021):
```
 pip install google-auth
```

Conda (📥 2.8M · ⏱️ 24.08.2021):

 conda install -c conda-forge google-auth

django-guardian (🥈31 · ⭐ 3K) - Per object permissions for Django. BSD-3

GitHub (👨‍💻 160 · 🔀 510 · 📦 4.2K · 📋 430 - 25% open · ⏱️ 14.08.2021):
```
 git clone https://github.com/django-guardian/django-guardian
```
PyPi (📥 220K / month · 📦 3.8K · ⏱️ 23.05.2021):
```
 pip install django-guardian
```

Conda (📥 31K · ⏱️ 26.05.2021):

 conda install -c conda-forge django-guardian

flask-login (🥈31 · ⭐ 2.9K) - Flask user session management. MIT

GitHub (👨‍💻 100 · 🔀 650 · 📋 340 - 15% open · ⏱️ 03.08.2021):
```
 git clone https://github.com/maxcountryman/flask-login
```
PyPi (📥 3M / month · 📦 25K · ⏱️ 09.02.2020):
```
 pip install flask-login
```

Conda (📥 100K · ⏱️ 27.04.2020):

 conda install -c conda-forge flask-login

django-oauth-toolkit (🥈31 · ⭐ 2.4K) - OAuth2 goodies for the Djangonauts!. BSD-3

GitHub (👨‍💻 180 · 🔀 620 · 📋 640 - 26% open · ⏱️ 02.07.2021):
```
 git clone https://github.com/jazzband/django-oauth-toolkit
```
PyPi (📥 310K / month · 📦 2K · ⏱️ 22.03.2021):
```
 pip install django-oauth-toolkit
```

flask-jwt-extended (🥈31 · ⭐ 1.2K) - An open source Flask extension that provides JWT.. MIT

GitHub (👨‍💻 77 · 🔀 200 · 📦 14K · 📋 320 - 3% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/vimalloc/flask-jwt-extended
```
PyPi (📥 2.9M / month · 📦 1.2K · ⏱️ 25.08.2021):
```
 pip install flask-jwt-extended
```

Conda (📥 76K · ⏱️ 25.08.2021):

 conda install -c conda-forge flask-jwt-extended

python-jose (🥈31 · ⭐ 930) - A JOSE implementation in Python. MIT

GitHub (👨‍💻 44 · 🔀 180 · 📦 8.1K · 📋 120 - 40% open · ⏱️ 07.06.2021):
```
 git clone https://github.com/mpdavis/python-jose
```
PyPi (📥 5.7M / month · 📦 880 · ⏱️ 05.06.2021):
```
 pip install python-jose
```

Conda (📥 570K · ⏱️ 26.06.2021):

 conda install -c conda-forge python-jose

django-rest-framework-simplejwt (🥈29 · ⭐ 2.5K) - A JSON Web Token authentication plugin for the Django.. MIT

GitHub (👨‍💻 62 · 🔀 400 · 📋 290 - 17% open · ⏱️ 19.08.2021):

 git clone https://github.com/SimpleJWT/django-rest-framework-simplejwt

PyPi (📥 550K / month · 📦 480 · ⏱️ 19.08.2021):
```
 pip install djangorestframework-simplejwt
```

djoser (🥉27 · ⭐ 2K · 💤) - REST implementation of Django authentication system. MIT

GitHub (👨‍💻 89 · 🔀 370 · 📋 380 - 28% open · ⏱️ 31.12.2020):
```
 git clone https://github.com/sunscrapers/djoser
```
PyPi (📥 110K / month · 📦 420 · ⏱️ 30.10.2020):
```
 pip install djoser
```

pyotp (🥉27 · ⭐ 1.8K · 📉) - Python One-Time Password Library. MIT

GitHub (👨‍💻 36 · 🔀 240 · 📥 110 · 📦 3.5K · 📋 68 - 5% open · ⏱️ 12.05.2021):
```
 git clone https://github.com/pyauth/pyotp
```
PyPi (📥 2.2M / month · 📦 890 · ⏱️ 04.02.2021):
```
 pip install pyotp
```
Conda (📥 11K · ⏱️ 04.02.2021):
```
 conda install -c conda-forge pyotp
```

django-rules (🥉27 · ⭐ 1.3K) - Awesome Django authorization, without the database. MIT

GitHub (👨‍💻 21 · 🔀 100 · 📦 660 · 📋 100 - 22% open · ⏱️ 23.05.2021):
```
 git clone https://github.com/dfunckt/django-rules
```
PyPi (📥 86K / month · 📦 220 · ⏱️ 10.05.2021):
```
 pip install rules
```

Flask-HTTPAuth (🥉27 · ⭐ 1K) - Simple extension that provides Basic, Digest and Token HTTP.. MIT

GitHub (👨‍💻 30 · 🔀 180 · 📋 86 - 5% open · ⏱️ 24.06.2021):
```
 git clone https://github.com/miguelgrinberg/Flask-HTTPAuth
```
PyPi (📥 430K / month · 📦 4.3K · ⏱️ 13.05.2021):
```
 pip install flask-httpauth
```

Conda (📥 96K · ⏱️ 14.05.2021):

 conda install -c conda-forge flask-httpauth

dj-rest-auth (🥉27 · ⭐ 680) - Authentication for Django Rest Framework. MIT

GitHub (👨‍💻 140 · 🔀 120 · 📥 140 · 📦 1.4K · 📋 190 - 40% open · ⏱️ 06.08.2021):
```
 git clone https://github.com/jazzband/dj-rest-auth
```
PyPi (📥 170K / month · ⏱️ 06.08.2021):
```
 pip install dj-rest-auth
```

django-cas-ng (🥉26 · ⭐ 310) - Django CAS 1.0/2.0/3.0 client authentication library, support.. MIT

GitHub (👨‍💻 78 · 🔀 150 · 📥 420 · 📦 260 · 📋 140 - 2% open · ⏱️ 14.08.2021):
```
 git clone https://github.com/django-cas-ng/django-cas-ng
```
PyPi (📥 8.3K / month · 📦 130 · ⏱️ 11.06.2021):
```
 pip install django-cas-ng
```

authomatic (🥉25 · ⭐ 970) - Simple yet powerful authorization / authentication client library for.. MIT

GitHub (👨‍💻 43 · 🔀 390 · 📋 120 - 31% open · ⏱️ 10.08.2021):
```
 git clone https://github.com/authomatic/authomatic
```
PyPi (📥 1.3K / month · 📦 490 · ⏱️ 27.11.2019):
```
 pip install authomatic
```

django-rest-knox (🥉25 · ⭐ 680 · 💤) - Authentication Module for django rest auth. MIT

GitHub (👨‍💻 40 · 🔀 110 · 📦 5.9K · 📋 120 - 30% open · ⏱️ 01.12.2020):
```
 git clone https://github.com/James1345/django-rest-knox
```
PyPi (📥 56K / month · 📦 320 · ⏱️ 01.06.2019):
```
 pip install django-rest-knox
```

flask-dance (🥉23 · ⭐ 840) - Doing the OAuth dance with style using Flask, requests, and.. MIT

GitHub (👨‍💻 52 · 🔀 140 · 📦 2.1K · 📋 180 - 15% open · ⏱️ 12.05.2021):
```
 git clone https://github.com/singingwolfboy/flask-dance
```
PyPi (📥 33K / month · 📦 300 · ⏱️ 12.05.2021):
```
 pip install flask-dance
```

Conda (📥 6.5K · ⏱️ 07.06.2019):

 conda install -c conda-forge flask-dance

fastapi-users (🥉22 · ⭐ 1.1K) - Ready-to-use and customizable users management for FastAPI. MIT

GitHub (👨‍💻 24 · 🔀 100 · 📋 150 - 3% open · ⏱️ 13.08.2021):
```
 git clone https://github.com/frankie567/fastapi-users
```
PyPi (📥 8.2K / month · ⏱️ 13.08.2021):
```
 pip install fastapi-users
```

fastapi_login (🥉22 · ⭐ 220) - FastAPI-Login tries to provide similar functionality as.. MIT

GitHub (👨‍💻 6 · 🔀 21 · 📥 3 · 📦 100 · 📋 23 - 8% open · ⏱️ 21.07.2021):
```
 git clone https://github.com/MushroomMaula/fastapi_login
```
PyPi (📥 4.6K / month · ⏱️ 21.07.2021):
```
 pip install fastapi_login
```

flask-praetorian (🥉21 · ⭐ 290) - Strong, Simple, and Precise security for Flask APIs.. MIT

GitHub (👨‍💻 20 · 🔀 40 · 📋 130 - 3% open · ⏱️ 05.07.2021):
```
 git clone https://github.com/dusktreader/flask-praetorian
```
PyPi (📥 3K / month · 📦 14 · ⏱️ 21.04.2021):
```
 pip install flask-praetorian
```

python-jwt (🥉20 · ⭐ 190 · 💤) - Python module for generating and verifying JSON Web Tokens. MIT

GitHub (👨‍💻 5 · 🔀 23 · ⏱️ 24.08.2020):

 git clone https://github.com/davedoesdev/python-jwt

PyPi (📥 210K / month · 📦 42 · ⏱️ 24.08.2020):
```
 pip install python-jwt
```

flask_simplelogin (🥉19 · ⭐ 140) - Simple Login - Login Extension for Flask - maintainer.. MIT

GitHub (👨‍💻 8 · 🔀 28 · 📋 16 - 18% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/flask-extensions/flask_simplelogin
```
PyPi (📥 9.1K / month · 📦 14 · ⏱️ 14.10.2019):
```
 pip install flask_simplelogin
```

fastapi-jwt-auth (🥉18 · ⭐ 250 · 💤) - FastAPI extension that provides JWT Auth support.. MIT

GitHub (👨‍💻 3 · 🔀 32 · 📋 52 - 42% open · ⏱️ 11.11.2020):
```
 git clone https://github.com/IndominusByte/fastapi-jwt-auth
```
PyPi (📥 13K / month · ⏱️ 06.11.2020):
```
 pip install fastapi-jwt-auth
```

pyramid_jwt (🥉16 · ⭐ 72 · 💤) - JWT authentication for Pyramid. BSD-2

GitHub (👨‍💻 12 · 🔀 27 · 📋 28 - 28% open · ⏱️ 09.10.2020):
```
 git clone https://github.com/wichert/pyramid_jwt
```
PyPi (📥 12K / month · 📦 1 · ⏱️ 10.08.2018):
```
 pip install pyramid_jwt
```

Show 12 hidden projects...

requests-oauthlib (🥇34 · ⭐ 1.4K · 💀) - OAuthlib support for Python-Requests!. ISC
oauth2client (🥈31 · ⭐ 770 · 💀) - This is a Python library for accessing resources protected.. Apache-2
python-social-auth (🥈30 · ⭐ 2.8K · 💀) - Social auth made simple. BSD-3
django-rest-framework-jwt (🥈29 · ⭐ 3.1K · 💀) - JSON Web Token Authentication support for Django REST.. MIT
python-oauth2 (🥈29 · ⭐ 2.9K · 💀) - A fully tested, abstract interface to creating OAuth clients.. MIT
rauth (🥉27 · ⭐ 1.6K · 💀) - A Python library for OAuth 1.0/a, 2.0, and Ofly. MIT
Flask-User (🥉25 · ⭐ 940 · 💀) - Customizable User Authorization & User Management: Register,.. MIT
Flask-OpenID (🥉25 · ⭐ 210 · 💀) - Flask-OpenID adds openid support to flask applications. BSD-3
django-stronghold (🥉23 · ⭐ 370 · 💀) - Get inside your stronghold and make all your Django.. MIT
velruse (🥉23 · ⭐ 250 · 💀) - Simplifying third-party authentication for web applications. MIT
apex (🥉19 · ⭐ 95 · 💀) - Toolkit for Pyramid, a Pylons Project, to add Authentication and.. MIT
fastapi-permissions (🥉14 · ⭐ 180 · 💤) - row level security for FastAPI framework. ❗️THE BEER-WARE LICENSE

HTML Processing

lxml (🥇36 · ⭐ 1.9K) - The lxml XML toolkit for Python. BSD-3

GitHub (👨‍💻 130 · 🔀 450 · 📦 190K · ⏱️ 14.08.2021):
```
 git clone https://github.com/lxml/lxml
```
PyPi (📥 27M / month · 📦 67K · ⏱️ 21.03.2021):
```
 pip install lxml
```
Conda (📥 3.8M · ⏱️ 29.06.2021):
```
 conda install -c conda-forge lxml
```

html5lib-python (🥈33 · ⭐ 930) - Standards-compliant library for parsing and serializing HTML.. MIT

GitHub (👨‍💻 62 · 🔀 250 · 📦 96K · 📋 240 - 35% open · ⏱️ 19.05.2021):
```
 git clone https://github.com/html5lib/html5lib-python
```
PyPi (📥 5.7M / month · 📦 29K · ⏱️ 22.06.2020):
```
 pip install html5lib
```

bleach (🥈32 · ⭐ 2.2K · 📉) - Bleach is an allowed-list-based HTML sanitizing library that.. Apache-2

GitHub (👨‍💻 72 · 🔀 220 · 📦 130K · 📋 330 - 15% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/mozilla/bleach
```
PyPi (📥 18M / month · 📦 23K · ⏱️ 25.08.2021):
```
 pip install bleach
```
Conda (📥 4.8M · ⏱️ 25.08.2021):
```
 conda install -c conda-forge bleach
```

markupsafe (🥈32 · ⭐ 420) - Safely add untrusted strings to HTML/XML markup. BSD-3

GitHub (👨‍💻 37 · 🔀 100 · 📦 650K · ⏱️ 10.08.2021):
```
 git clone https://github.com/pallets/markupsafe
```
PyPi (📥 82M / month · 📦 150K · ⏱️ 18.05.2021):
```
 pip install markupsafe
```

Conda (📥 12M · ⏱️ 05.07.2021):

 conda install -c conda-forge markupsafe

pyquery (🥉31 · ⭐ 2K) - A jquery-like library for python. BSD-3

GitHub (👨‍💻 48 · 🔀 160 · 📦 12K · 📋 170 - 26% open · ⏱️ 06.08.2021):
```
 git clone https://github.com/gawel/pyquery
```
PyPi (📥 1M / month · 📦 6.2K · ⏱️ 21.11.2020):
```
 pip install pyquery
```
Conda (📥 18K · ⏱️ 27.11.2020):
```
 conda install -c conda-forge pyquery
```

xhtml2pdf (🥉29 · ⭐ 1.8K) - A library for converting HTML into PDFs using ReportLab. Apache-2

GitHub (👨‍💻 130 · 🔀 540 · 📦 5.8K · 📋 300 - 38% open · ⏱️ 19.03.2021):
```
 git clone https://github.com/xhtml2pdf/xhtml2pdf
```
PyPi (📥 250K / month · 📦 1.6K · ⏱️ 08.10.2020):
```
 pip install xhtml2pdf
```

Conda (📥 30K · ⏱️ 20.01.2021):

 conda install -c conda-forge xhtml2pdf

WeasyPrint (🥉25 · ⭐ 4.5K) - The awesome document factory. BSD-3

GitHub (👨‍💻 110 · 🔀 540 · 📋 1.2K - 11% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/Kozea/WeasyPrint
```
PyPi (📥 520K / month · ⏱️ 22.08.2021):
```
 pip install weasyprint
```

html5-parser (🥉25 · ⭐ 600) - Fast C based HTML 5 parsing for python. Apache-2

GitHub (👨‍💻 6 · 🔀 22 · 📦 260 · 📋 19 - 5% open · ⏱️ 26.07.2021):
```
 git clone https://github.com/kovidgoyal/html5-parser
```
PyPi (📥 1M / month · 📦 24 · ⏱️ 03.11.2019):
```
 pip install html5-parser
```

selectolax (🥉24 · ⭐ 420) - Python binding to Modest and Lexbor engines (fast HTML5 parser with.. MIT

GitHub (👨‍💻 4 · 🔀 29 · 📦 190 · 📋 40 - 17% open · ⏱️ 23.08.2021):
```
 git clone https://github.com/rushter/selectolax
```
PyPi (📥 20K / month · 📦 6 · ⏱️ 22.08.2021):
```
 pip install selectolax
```

Show 1 hidden projects...

Requests-HTML (🥉31 · ⭐ 12K · 💀) - Pythonic HTML Parsing for Humans. MIT

URL Utilities

tldextract (🥇31 · ⭐ 1.4K) - Accurately separate the TLD from the registered domain and.. BSD-3

GitHub (👨‍💻 38 · 🔀 180 · 📦 7.1K · 📋 150 - 12% open · ⏱️ 04.07.2021):
```
 git clone https://github.com/john-kurkowski/tldextract
```
PyPi (📥 3.8M / month · 📦 1.8K · ⏱️ 22.11.2020):
```
 pip install tldextract
```

Conda (📥 90K · ⏱️ 30.05.2021):

 conda install -c conda-forge tldextract

Yarl (🥈30 · ⭐ 680) - Yet another URL library. Apache-2

GitHub (👨‍💻 59 · 🔀 90 · 📥 1.4K · 📋 180 - 15% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/aio-libs/yarl
```
PyPi (📥 37M / month · 📦 4.6K · ⏱️ 14.11.2020):
```
 pip install yarl
```
Conda (📥 2.5M · ⏱️ 02.07.2021):
```
 conda install -c conda-forge yarl
```

shortuuid (🥈28 · ⭐ 1.5K) - A generator library for concise, unambiguous and URL-safe UUIDs. BSD-3

GitHub (👨‍💻 22 · 🔀 92 · 📦 6.2K · 📋 31 - 6% open · ⏱️ 17.02.2021):
```
 git clone https://github.com/skorokithakis/shortuuid
```
PyPi (📥 1M / month · 📦 1.7K · ⏱️ 06.03.2020):
```
 pip install shortuuid
```

Conda (📥 100K · ⏱️ 12.07.2021):

 conda install -c conda-forge shortuuid

furl (🥉26 · ⭐ 2.1K) - URL parsing and manipulation made easy. Unlicense

GitHub (👨‍💻 14 · 🔀 130 · 📋 97 - 19% open · ⏱️ 16.08.2021):
```
 git clone https://github.com/gruns/furl
```
PyPi (📥 400K / month · 📦 850 · ⏱️ 12.04.2021):
```
 pip install furl
```
Conda (📥 130K · ⏱️ 30.05.2021):
```
 conda install -c conda-forge furl
```

purl (🥉24 · ⭐ 250) - A simple, immutable URL class with a clean API for interrogation and.. MIT

GitHub (👨‍💻 18 · 🔀 34 · 📦 1.8K · 📋 22 - 31% open · ⏱️ 15.05.2021):
```
 git clone https://github.com/codeinthehole/purl
```
PyPi (📥 42K / month · 📦 710 · ⏱️ 15.05.2021):
```
 pip install purl
```

Show 1 hidden projects...

uritemplate (🥉27 · ⭐ 190 · 💀) - URI template parsing per RFC6570. ❗️BSD-1-Clause

OpenAPI Utilities

🔗 OpenAPI-Specification ( ⭐ 22K) - The OpenAPI Specification Repository.

OpenAPI Generator (🥇35 · ⭐ 9.5K) - OpenAPI Generator allows generation of API client.. Apache-2

GitHub (👨‍💻 2.1K · 🔀 3.3K · 📦 3 · 📋 4.7K - 56% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/OpenAPITools/openapi-generator
```
PyPi (📥 4.6K / month · ⏱️ 15.05.2020):
```
 pip install openapi-generator-cli
```

NPM (📥 630K / month · 📦 400 · ⏱️ 08.08.2021):

 npm install @openapitools/openapi-generator-cli

connexion (🥇33 · ⭐ 3.8K) - Swagger/OpenAPI First framework for Python on top of Flask.. Apache-2

GitHub (👨‍💻 180 · 🔀 640 · 📦 5.4K · 📋 840 - 37% open · ⏱️ 23.08.2021):
```
 git clone https://github.com/zalando/connexion
```
PyPi (📥 720K / month · 📦 1.2K · ⏱️ 16.07.2021):
```
 pip install connexion
```

Conda (📥 150K · ⏱️ 16.07.2021):

 conda install -c conda-forge connexion

drf-yasg (🥇31 · ⭐ 2.4K · 💤) - Automated generation of real Swagger/OpenAPI 2.0 schemas.. BSD-3

GitHub (👨‍💻 60 · 🔀 310 · 📦 42K · 📋 550 - 32% open · ⏱️ 31.10.2020):
```
 git clone https://github.com/axnsan12/drf-yasg
```
PyPi (📥 810K / month · 📦 580 · ⏱️ 25.10.2020):
```
 pip install drf-yasg
```

swagger-ui (🥈30 · ⭐ 21K) - Swagger UI is a collection of HTML, JavaScript, and CSS.. Apache-2

GitHub (👨‍💻 480 · 🔀 8K · 📦 32K · 📋 4.6K - 14% open · ⏱️ 11.08.2021):
```
 git clone https://github.com/swagger-api/swagger-ui
```

flasgger (🥈29 · ⭐ 2.7K) - Easy OpenAPI specs and Swagger UI for your Flask API. MIT

GitHub (👨‍💻 100 · 🔀 380 · 📥 460 · 📦 5.3K · 📋 330 - 54% open · ⏱️ 22.07.2021):
```
 git clone https://github.com/flasgger/flasgger
```
PyPi (📥 250K / month · 📦 590 · ⏱️ 31.07.2020):
```
 pip install flasgger
```
Conda (📥 95K · ⏱️ 16.04.2021):
```
 conda install -c conda-forge flasgger
```

apispec (🥈28 · ⭐ 890) - A pluggable API specification generator. Currently supports the.. MIT

GitHub (👨‍💻 74 · 🔀 150 · 📦 3.6K · 📋 230 - 9% open · ⏱️ 12.08.2021):
```
 git clone https://github.com/marshmallow-code/apispec
```
PyPi (📥 3.2M / month · 📦 14K · ⏱️ 10.08.2021):
```
 pip install apispec
```

redoc (🥈27 · ⭐ 15K) - OpenAPI/Swagger-generated API Reference Documentation. MIT

GitHub (👨‍💻 160 · 🔀 1.7K · 📥 64 · 📦 1.6K · 📋 1.4K - 30% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/Redocly/redoc
```

OpenAPI Spec validator (🥈27 · ⭐ 180) - OpenAPI Spec validator. Apache-2

GitHub (👨‍💻 22 · 🔀 34 · 📋 67 - 43% open · ⏱️ 12.05.2021):
```
 git clone https://github.com/p1c2u/openapi-spec-validator
```
PyPi (📥 1.6M / month · 📦 220 · ⏱️ 12.05.2021):
```
 pip install openapi-spec-validator
```

drf-spectacular (🥉26 · ⭐ 690) - Sane and flexible OpenAPI 3 schema generation for Django.. BSD-3

GitHub (👨‍💻 44 · 🔀 85 · 📦 580 · 📋 380 - 11% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/tfranzel/drf-spectacular
```
PyPi (📥 190K / month · ⏱️ 25.08.2021):
```
 pip install drf-spectacular
```

flask-swagger (🥉26 · ⭐ 440 · 💤) - A swagger 2.0 spec extractor for flask. MIT

GitHub (👨‍💻 24 · 🔀 91 · 📦 3.5K · 📋 29 - 55% open · ⏱️ 29.09.2020):
```
 git clone https://github.com/gangverk/flask-swagger
```
PyPi (📥 2M / month · 📦 620 · ⏱️ 26.03.2019):
```
 pip install flask-swagger
```

Conda (📥 51K · ⏱️ 20.04.2019):

 conda install -c conda-forge flask-swagger

swagger-codegen (🥉25 · ⭐ 13K · 📉) - swagger-codegen contains a template-driven engine to.. Apache-2

GitHub (👨‍💻 1.2K · 🔀 5.6K · 📋 6.1K - 48% open · ⏱️ 18.08.2021):
```
 git clone https://github.com/swagger-api/swagger-codegen
```

Spectacle (🥉24 · ⭐ 1.2K) - Beautiful static documentation generator for OpenAPI/Swagger 2.0. MIT

GitHub (👨‍💻 39 · 🔀 280 · 📦 140 · 📋 130 - 27% open · ⏱️ 09.08.2021):
```
 git clone https://github.com/sourcey/spectacle
```
NPM (📥 7.5K / month · 📦 52 · ⏱️ 10.03.2020):
```
 npm install spectacle-docs
```

OpenAPI-to-GraphQL (🥉24 · ⭐ 1.1K) - Translate APIs described by OpenAPI Specifications.. MIT

GitHub (👨‍💻 34 · 🔀 130 · 📦 320 · 📋 230 - 45% open · ⏱️ 31.07.2021):
```
 git clone https://github.com/IBM/openapi-to-graphql
```
NPM (📥 5K / month · 📦 1 · ⏱️ 31.07.2021):
```
 npm install openapi-to-graphql-cli
```

openapi-core (🥉23 · ⭐ 140) - OpenAPI core. BSD-3

GitHub (👨‍💻 46 · 🔀 85 · 📋 150 - 34% open · ⏱️ 16.08.2021):
```
 git clone https://github.com/p1c2u/openapi-core
```
PyPi (📥 96K / month · 📦 22 · ⏱️ 14.05.2021):
```
 pip install openapi-core
```

AutoRest (🥉22 · ⭐ 3.5K) - OpenAPI (f.k.a Swagger) Specification code generator. Supports C#,.. MIT

GitHub (👨‍💻 150 · 🔀 650 · 📥 77K · 📦 290 · 📋 1.8K - 4% open · ⏱️ 16.08.2021):
```
 git clone https://github.com/Azure/autorest
```

datamodel-code-generator (🥉22 · ⭐ 580) - Pydantic model generator for easy conversion of JSON,.. MIT

GitHub (👨‍💻 25 · 🔀 66 · 📋 150 - 20% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/koxudaxi/datamodel-code-generator
```
PyPi (📥 71K / month · ⏱️ 12.08.2021):
```
 pip install datamodel-code-generator
```

Spectree (🥉20 · ⭐ 120) - API spec validator and OpenAPI document generator for Python.. Apache-2

GitHub (👨‍💻 16 · 🔀 38 · 📦 18 · 📋 61 - 18% open · ⏱️ 27.07.2021):
```
 git clone https://github.com/0b01001001/spectree
```
PyPi (📥 7.1K / month · ⏱️ 27.07.2021):
```
 pip install spectree
```

openapi-python-client (🥉19 · ⭐ 200) - Generate modern Python clients from OpenAPI. MIT

GitHub (👨‍💻 26 · 🔀 44 · 📋 170 - 21% open · ⏱️ 23.08.2021):
```
 git clone https://github.com/triaxtec/openapi-python-client
```
PyPi (📥 16K / month · ⏱️ 16.08.2021):
```
 pip install openapi-python-client
```

pyramid_openapi3 (🥉17 · ⭐ 69) - Pyramid addon for OpenAPI3 validation of requests and.. MIT

GitHub (👨‍💻 20 · 🔀 31 · 📋 50 - 32% open · ⏱️ 18.08.2021):
```
 git clone https://github.com/Pylons/pyramid_openapi3
```
PyPi (📥 6.3K / month · 📦 2 · ⏱️ 13.06.2021):
```
 pip install pyramid_openapi3
```

Show 3 hidden projects...

django-rest-swagger (🥈28 · ⭐ 2.6K · 💀) - Swagger Documentation Generator for Django REST.. BSD-2
apistar (🥉26 · ⭐ 5.6K · 💀) - The Web API toolkit. BSD-3
pyramid_swagger (🥉19 · ⭐ 64 · 💀) - Convenient tools for using Swagger to define and.. BSD-3

GraphQL Utilities

🔗 GraphQL Specification ( ⭐ 13K) - GraphQL is a query language and execution engine tied to any..

graphene (🥇33 · ⭐ 6.7K) - GraphQL framework for Python. MIT

GitHub (👨‍💻 170 · 🔀 700 · 📦 10K · 📋 910 - 10% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/graphql-python/graphene
```
PyPi (📥 1.3M / month · 📦 1.4K · ⏱️ 16.07.2021):
```
 pip install graphene
```
Conda (📥 150K · ⏱️ 17.07.2021):
```
 conda install -c conda-forge graphene
```

graphene-django (🥇30 · ⭐ 3.6K) - Integrate GraphQL into your Django project. MIT

GitHub (👨‍💻 180 · 🔀 600 · 📦 6.2K · 📋 720 - 15% open · ⏱️ 11.06.2021):
```
 git clone https://github.com/graphql-python/graphene-django
```
PyPi (📥 290K / month · 📦 780 · ⏱️ 31.12.2020):
```
 pip install graphene-django
```

Conda (📥 13K · ⏱️ 09.01.2021):

 conda install -c conda-forge graphene-django

ariadne (🥈28 · ⭐ 1.5K) - Ariadne is a Python library for implementing GraphQL servers using.. BSD-3

GitHub (👨‍💻 42 · 🔀 120 · 📦 470 · 📋 210 - 24% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/mirumee/ariadne
```
PyPi (📥 110K / month · 📦 20 · ⏱️ 17.03.2021):
```
 pip install ariadne
```

graphql-core (🥈26 · ⭐ 380) - A Python 3.6+ port of the GraphQL.js reference implementation of.. MIT

GitHub (👨‍💻 19 · 🔀 75 · 📦 10K · 📋 100 - 16% open · ⏱️ 22.08.2021):
```
 git clone https://github.com/graphql-python/graphql-core
```
PyPi (📥 2.1M / month · 📦 1.1K · ⏱️ 20.08.2021):
```
 pip install graphql-core
```

Conda (📥 190K · ⏱️ 24.08.2021):

 conda install -c conda-forge graphql-core

graphql-relay-py (🥈25 · ⭐ 130) - A library to help construct a graphql-py server supporting.. MIT

GitHub (👨‍💻 9 · 🔀 30 · 📦 8.3K · 📋 24 - 37% open · ⏱️ 19.03.2021):
```
 git clone https://github.com/graphql-python/graphql-relay-py
```
PyPi (📥 1.2M / month · 📦 900 · ⏱️ 25.02.2021):
```
 pip install graphql-relay
```

flask-graphql (🥈24 · ⭐ 1.2K · 💤) - Adds GraphQL support to your Flask application. MIT

GitHub (👨‍💻 15 · 🔀 130 · 📦 1.9K · 📋 60 - 65% open · ⏱️ 07.08.2020):
```
 git clone https://github.com/graphql-python/flask-graphql
```
PyPi (📥 250K / month · 📦 380 · ⏱️ 05.12.2019):
```
 pip install flask-graphql
```

Conda (📥 8.4K · ⏱️ 11.05.2020):

 conda install -c conda-forge flask-graphql

graphene-mongo (🥈24 · ⭐ 230) - Graphene MongoEngine integration. MIT

GitHub (👨‍💻 27 · 🔀 82 · 📦 230 · 📋 80 - 27% open · ⏱️ 05.07.2021):
```
 git clone https://github.com/graphql-python/graphene-mongo
```
PyPi (📥 8.2K / month · 📦 22 · ⏱️ 30.06.2020):
```
 pip install graphene-mongo
```

Conda (📥 3.2K · ⏱️ 30.06.2020):

 conda install -c conda-forge graphene-mongo

tartiflette (🥉23 · ⭐ 770) - GraphQL Engine built with Python 3.6+ / asyncio. MIT

GitHub (👨‍💻 26 · 🔀 37 · 📦 59 · 📋 140 - 10% open · ⏱️ 03.08.2021):
```
 git clone https://github.com/tartiflette/tartiflette
```
PyPi (📥 3.4K / month · 📦 14 · ⏱️ 02.08.2021):
```
 pip install tartiflette
```

django-graphql-auth (🥉22 · ⭐ 250) - Django registration and authentication with GraphQL. MIT

GitHub (👨‍💻 14 · 🔀 52 · 📦 230 · 📋 78 - 50% open · ⏱️ 10.04.2021):
```
 git clone https://github.com/PedroBern/django-graphql-auth
```
PyPi (📥 7.6K / month · ⏱️ 16.11.2020):
```
 pip install django-graphql-auth
```

Strawberry GraphQL (🥉20 · ⭐ 1.2K) - A new GraphQL library for Python. MIT

GitHub (👨‍💻 82 · 🔀 140 · 📥 150 · 📋 290 - 46% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/strawberry-graphql/strawberry
```
PyPi (📥 55K / month · 📦 2 · ⏱️ 26.08.2021):
```
 pip install strawberry-graphql
```

Flask-GraphQL-Auth (🥉19 · ⭐ 61) - (Now finding maintainer) A Pythonic way to provide JWT.. MIT

GitHub (👨‍💻 7 · 🔀 9 · 📦 70 · 📋 19 - 31% open · ⏱️ 16.06.2021):
```
 git clone https://github.com/NovemberOscar/Flask-GraphQL-Auth
```
PyPi (📥 1.5K / month · 📦 4 · ⏱️ 19.04.2021):
```
 pip install flask-graphql-auth
```

tartiflette-aiohttp (🥉18 · ⭐ 52) - tartiflette-aiohttp is a wrapper of aiohttp which includes.. MIT

GitHub (👨‍💻 9 · 🔀 6 · 📦 31 · 📋 17 - 17% open · ⏱️ 30.04.2021):
```
 git clone https://github.com/tartiflette/tartiflette-aiohttp
```
PyPi (📥 1.4K / month · 📦 4 · ⏱️ 15.12.2020):
```
 pip install tartiflette-aiohttp
```

graphene-pydantic (🥉16 · ⭐ 140) - Integrate GraphQL with your Pydantic models. Apache-2

GitHub (👨‍💻 13 · 🔀 33 · 📋 32 - 37% open · ⏱️ 19.08.2021):
```
 git clone https://github.com/graphql-python/graphene-pydantic
```
PyPi (📥 2.3K / month · ⏱️ 09.11.2020):
```
 pip install graphene-pydantic
```

tartiflette-asgi (🥉16 · ⭐ 93) - ASGI support for the Tartiflette GraphQL engine. MIT

GitHub (👨‍💻 12 · 🔀 13 · 📦 6 · 📋 50 - 14% open · ⏱️ 23.08.2021):
```
 git clone https://github.com/tartiflette/tartiflette-asgi
```
PyPi (📥 470 / month · 📦 1 · ⏱️ 19.01.2021):
```
 pip install tartiflette-asgi
```

Show 1 hidden projects...

python-graphql-client (🥉22 · ⭐ 140 · 💀) - Simple GraphQL client for Python 2.7+. MIT

Websocket Utilities

websocket-client (🥇36 · ⭐ 2.7K · 📈) - WebSocket client for Python. Apache-2

GitHub (👨‍💻 190 · 🔀 660 · 📦 43K · 📋 460 - 1% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/websocket-client/websocket-client
```
PyPi (📥 37M / month · 📦 11K · ⏱️ 13.08.2021):
```
 pip install websocket-client
```

Conda (📥 1.6M · ⏱️ 08.01.2021):

 conda install -c conda-forge websocket-client

autobahn-python (🥇32 · ⭐ 2.3K) - WebSocket and WAMP in Python for Twisted and asyncio. MIT

GitHub (👨‍💻 120 · 🔀 630 · 📦 15K · 📋 820 - 21% open · ⏱️ 22.07.2021):
```
 git clone https://github.com/crossbario/autobahn-python
```
PyPi (📥 590K / month · 📦 3.6K · ⏱️ 02.03.2021):
```
 pip install autobahn
```

websockets (🥈31 · ⭐ 3.5K) - Library for building WebSocket servers and clients in Python. BSD-3

GitHub (👨‍💻 50 · 🔀 370 · 📦 38K · 📋 790 - 5% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/aaugustin/websockets
```
PyPi (📥 10M / month · 📦 5K · ⏱️ 27.05.2021):
```
 pip install websockets
```

Conda (📥 870K · ⏱️ 30.06.2021):

 conda install -c conda-forge websockets

Flask-SocketIO (🥈29 · ⭐ 4.4K) - Socket.IO integration for Flask applications. MIT

GitHub (👨‍💻 63 · 🔀 810 · 📋 1.5K - 0% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/miguelgrinberg/Flask-SocketIO
```
PyPi (📥 1.8M / month · 📦 4.3K · ⏱️ 01.08.2021):
```
 pip install flask-socketio
```

Conda (📥 130K · ⏱️ 02.08.2021):

 conda install -c conda-forge flask-socketio

python-socketio (🥈28 · ⭐ 2.5K) - Python Socket.IO server and client. MIT

GitHub (👨‍💻 51 · 🔀 410 · 📋 640 - 4% open · ⏱️ 20.08.2021):
```
 git clone https://github.com/miguelgrinberg/python-socketio
```
PyPi (📥 750K / month · 📦 3.4K · ⏱️ 01.08.2021):
```
 pip install python-socketio
```

Conda (📥 190K · ⏱️ 02.08.2021):

 conda install -c conda-forge python-socketio

daphne (🥈28 · ⭐ 1.6K) - Django Channels HTTP/WebSocket server. BSD-3

GitHub (👨‍💻 57 · 🔀 190 · 📦 11K · 📋 270 - 16% open · ⏱️ 16.04.2021):
```
 git clone https://github.com/django/daphne
```
PyPi (📥 360K / month · 📦 1.5K · ⏱️ 07.04.2021):
```
 pip install daphne
```
Conda (📥 55K · ⏱️ 07.04.2021):
```
 conda install -c conda-forge daphne
```

websockify (🥉27 · ⭐ 2.9K) - Websockify is a WebSocket to TCP proxy/bridge. This allows a.. ❗️LGPL-3.0

GitHub (👨‍💻 88 · 🔀 590 · 📦 400 · 📋 290 - 7% open · ⏱️ 23.07.2021):
```
 git clone https://github.com/novnc/websockify
```
PyPi (📥 24K / month · 📦 600 · ⏱️ 22.07.2021):
```
 pip install websockify
```

Conda (📥 22K · ⏱️ 23.07.2021):

 conda install -c conda-forge websockify

Show 4 hidden projects...

flask-sockets (🥉25 · ⭐ 1.7K · 💀) - Elegant WebSockets for your Flask apps. MIT
gevent-socketio (🥉25 · ⭐ 1.2K · 💀) - Official repository for gevent-socketio. BSD-3
sockjs-tornado (🥉25 · ⭐ 860 · 💀) - WebSocket emulation - Python server. MIT
tornadio2 (🥉19 · ⭐ 530 · 💀) - Python socket.io server implementation on top of Tornado.. Apache-2

RPC Utilities

grpc (🥇39 · ⭐ 32K) - The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#). Apache-2

GitHub (👨‍💻 780 · 🔀 8.2K · 📥 150K · 📦 2.9K · 📋 9.9K - 8% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/grpc/grpc
```
PyPi (📥 29M / month · 📦 6.8K · ⏱️ 24.08.2021):
```
 pip install grpcio
```
Conda (📥 3.3M · ⏱️ 22.06.2021):
```
 conda install -c conda-forge grpcio
```

rpyc (🥈27 · ⭐ 1K) - RPyC (Remote Python Call) - A transparent and symmetric RPC library for python. MIT

GitHub (👨‍💻 71 · 🔀 200 · 📥 130 · 📦 950 · 📋 350 - 13% open · ⏱️ 08.08.2021):
```
 git clone https://github.com/tomerfiliba-org/rpyc
```
PyPi (📥 300K / month · 📦 530 · ⏱️ 11.01.2021):
```
 pip install rpyc
```
Conda (📥 260K · ⏱️ 12.01.2021):
```
 conda install -c conda-forge rpyc
```

fastapi-jsonrpc (🥉18 · ⭐ 120) - JSON-RPC server based on fastapi. MIT

GitHub (👨‍💻 8 · 🔀 13 · 📦 10 · 📋 14 - 42% open · ⏱️ 13.08.2021):
```
 git clone https://github.com/smagafurov/fastapi-jsonrpc
```
PyPi (📥 2K / month · ⏱️ 27.07.2021):
```
 pip install fastapi-jsonrpc
```

Show 1 hidden projects...

spyne (🥉25 · ⭐ 1K) - A transport agnostic sync/async RPC library that focuses on exposing.. ❗️LGPL-2.1

Serverless

Zappa (🥇32 · ⭐ 12K) - Serverless Python. MIT

GitHub (👨‍💻 260 · 🔀 1.3K · 📥 260 · 📋 1.4K - 51% open · ⏱️ 20.02.2021):
```
 git clone https://github.com/Miserlou/Zappa
```
PyPi (📥 110K / month · 📦 780 · ⏱️ 19.06.2021):
```
 pip install zappa
```

chalice (🥇32 · ⭐ 8.2K) - Python Serverless Microframework for AWS. Apache-2

GitHub (👨‍💻 170 · 🔀 850 · 📦 1.2K · 📋 1.1K - 29% open · ⏱️ 18.08.2021):
```
 git clone https://github.com/aws/chalice
```
PyPi (📥 110K / month · 📦 250 · ⏱️ 18.08.2021):
```
 pip install chalice
```
Conda (📥 67K · ⏱️ 15.01.2021):
```
 conda install -c conda-forge chalice
```

python-lambda (🥉24 · ⭐ 1.3K) - A toolkit for developing and deploying serverless Python code in.. ISC

GitHub (👨‍💻 47 · 🔀 210 · 📦 140 · 📋 96 - 45% open · ⏱️ 14.07.2021):
```
 git clone https://github.com/nficano/python-lambda
```
PyPi (📥 7.4K / month · 📦 33 · ⏱️ 05.01.2021):
```
 pip install python-lambda
```

Content Management Systems

wagtail (🥇31 · ⭐ 11K) - A Django content management system focused on flexibility and user.. BSD-3

GitHub (👨‍💻 590 · 🔀 2.3K · 📦 5.6K · 📋 3.5K - 28% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/wagtail/wagtail
```
PyPi (📥 100K / month · 📦 2.4K · ⏱️ 12.08.2021):
```
 pip install wagtail
```
Conda (📥 40K · ⏱️ 21.11.2019):
```
 conda install -c conda-forge wagtail
```

django-cms (🥈29 · ⭐ 8.3K) - The easy-to-use and developer-friendly CMS. BSD-3

GitHub (👨‍💻 580 · 🔀 2.7K · 📦 4K · 📋 3.4K - 6% open · ⏱️ 06.08.2021):
```
 git clone https://github.com/django-cms/django-cms
```
PyPi (📥 40K / month · 📦 3.1K · ⏱️ 29.06.2021):
```
 pip install django-cms
```

mezzanine (🥈29 · ⭐ 4.3K) - CMS framework for Django. BSD-2

GitHub (👨‍💻 320 · 🔀 1.5K · 📋 1.1K - 8% open · ⏱️ 17.08.2021):
```
 git clone https://github.com/stephenmcd/mezzanine
```
PyPi (📥 3.5K / month · 📦 2.4K · ⏱️ 29.07.2021):
```
 pip install mezzanine
```

lektor (🥉26 · ⭐ 3.5K) - The lektor static file content management system. BSD-3

GitHub (👨‍💻 89 · 🔀 280 · 📥 6.9K · 📦 290 · 📋 560 - 40% open · ⏱️ 22.08.2021):
```
 git clone https://github.com/lektor/lektor
```
PyPi (📥 1.5K / month · 📦 140 · ⏱️ 20.08.2020):
```
 pip install lektor
```
Conda (📥 48K · ⏱️ 27.08.2020):
```
 conda install -c conda-forge lektor
```

feincms (🥉22 · ⭐ 810) - A Django-based CMS with a focus on extensibility and concise code. BSD-3

GitHub (👨‍💻 130 · 🔀 230 · 📋 440 - 8% open · ⏱️ 25.04.2021):
```
 git clone https://github.com/feincms/feincms
```
PyPi (📥 3K / month · 📦 310 · ⏱️ 22.03.2021):
```
 pip install feincms
```

Show 1 hidden projects...

Kotti (🥉17 · ⭐ 360) - Kotti is a high-level, Pythonic web application framework based on Pyramid.. ❗️BSD

Web Testing

selenium (🥇34 · ⭐ 21K) - A browser automation framework and ecosystem. Apache-2

GitHub (👨‍💻 680 · 🔀 6.5K · 📥 22K · 📦 110K · 📋 7.5K - 2% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/SeleniumHQ/selenium
```
PyPi (📥 7.7M / month · 📦 28K · ⏱️ 07.06.2021):
```
 pip install selenium
```
Conda (📥 640K · ⏱️ 06.08.2021):
```
 conda install -c conda-forge selenium
```

Locust (🥇33 · ⭐ 17K) - Scalable user load testing tool written in Python. MIT

GitHub (👨‍💻 210 · 🔀 2.2K · 📦 1.6K · 📋 1.2K - 3% open · ⏱️ 23.08.2021):
```
 git clone https://github.com/locustio/locust
```
PyPi (📥 370K / month · 📦 70 · ⏱️ 23.08.2021):
```
 pip install locust
```

coverage (🥇33 · ⭐ 1.7K) - Code coverage measurement for Python. Apache-2

GitHub (👨‍💻 110 · 🔀 230 · 📦 160K · 📋 1.1K - 22% open · ⏱️ 23.08.2021):
```
 git clone https://github.com/nedbat/coveragepy
```
PyPi (📥 17M / month · 📦 100K · ⏱️ 18.07.2021):
```
 pip install coverage
```
Conda (📥 4.7M · ⏱️ 28.06.2021):
```
 conda install -c conda-forge coverage
```

responses (🥇32 · ⭐ 3.3K) - A utility for mocking out the Python Requests library. Apache-2

GitHub (👨‍💻 98 · 🔀 270 · 📥 6 · 📦 10K · 📋 200 - 36% open · ⏱️ 09.08.2021):
```
 git clone https://github.com/getsentry/responses
```
PyPi (📥 4.3M / month · 📦 4.9K · ⏱️ 09.08.2021):
```
 pip install responses
```

Conda (📥 710K · ⏱️ 09.08.2021):

 conda install -c conda-forge responses

splinter (🥇32 · ⭐ 2.4K) - splinter - python test framework for web applications. BSD-3

GitHub (👨‍💻 170 · 🔀 490 · 📦 4.9K · 📋 520 - 15% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/cobrateam/splinter
```
PyPi (📥 110K / month · 📦 2.1K · ⏱️ 30.06.2021):
```
 pip install splinter
```

HTTPretty (🥈31 · ⭐ 1.9K) - HTTP client mocking tool for Python - inspired by Fakeweb for Ruby. MIT

GitHub (👨‍💻 100 · 🔀 250 · 📦 4.9K · 📋 230 - 39% open · ⏱️ 16.08.2021):
```
 git clone https://github.com/gabrielfalcao/HTTPretty
```
PyPi (📥 520K / month · 📦 5.3K · ⏱️ 16.08.2021):
```
 pip install httpretty
```

Conda (📥 120K · ⏱️ 16.08.2021):

 conda install -c conda-forge httpretty

pytest-django (🥈31 · ⭐ 930) - A Django plugin for pytest. BSD-3

GitHub (👨‍💻 120 · 🔀 290 · 📋 460 - 26% open · ⏱️ 06.06.2021):
```
 git clone https://github.com/pytest-dev/pytest-django
```
PyPi (📥 1.4M / month · 📦 11K · ⏱️ 06.06.2021):
```
 pip install pytest-django
```

mitmproxy (🥈30 · ⭐ 24K) - An interactive TLS-capable intercepting HTTP proxy for penetration.. MIT

GitHub (👨‍💻 400 · 🔀 3K · 📥 210K · 📦 1.5K · 📋 2.6K - 9% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/mitmproxy/mitmproxy
```
PyPi (📥 130K / month · 📦 850 · ⏱️ 04.08.2021):
```
 pip install mitmproxy
```

factory_boy (🥈30 · ⭐ 2.6K) - A test fixtures replacement for Python. MIT

GitHub (👨‍💻 120 · 🔀 330 · 📋 500 - 30% open · ⏱️ 19.07.2021):
```
 git clone https://github.com/FactoryBoy/factory_boy
```
PyPi (📥 1.7M / month · 📦 4.3K · ⏱️ 05.05.2018):
```
 pip install factory_boy
```

vcrpy (🥈30 · ⭐ 2.1K) - Automatically mock your HTTP interactions to simplify and speed up testing. MIT

GitHub (👨‍💻 110 · 🔀 270 · 📦 3.2K · 📋 330 - 24% open · ⏱️ 16.08.2021):
```
 git clone https://github.com/kevin1024/vcrpy
```
PyPi (📥 960K / month · 📦 1.7K · ⏱️ 09.10.2020):
```
 pip install vcrpy
```

SeleniumLibrary (🥈29 · ⭐ 1.1K) - Web testing library for Robot Framework. Apache-2

GitHub (👨‍💻 110 · 🔀 640 · 📥 3.5K · 📦 1.6K · 📋 950 - 2% open · ⏱️ 16.04.2021):
```
 git clone https://github.com/robotframework/SeleniumLibrary
```
PyPi (📥 420K / month · 📦 150 · ⏱️ 23.03.2021):
```
 pip install robotframework-seleniumlibrary
```

webtest (🥈29 · ⭐ 300 · 📈) - Wraps any WSGI application and makes it easy to send test requests to.. MIT

GitHub (👨‍💻 84 · 🔀 100 · 📦 8.6K · 📋 120 - 21% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/Pylons/webtest
```
PyPi (📥 740K / month · 📦 7.7K · ⏱️ 19.08.2021):
```
 pip install webtest
```

Dredd (🥈28 · ⭐ 3.7K) - Language-agnostic HTTP API Testing Tool. MIT

GitHub (👨‍💻 110 · 🔀 280 · 📦 720 · 📋 790 - 27% open · ⏱️ 30.03.2021):
```
 git clone https://github.com/apiaryio/dredd
```
PyPi (📥 5.9K / month · 📦 38 · ⏱️ 09.04.2018):
```
 pip install dredd_hooks
```
NPM (📥 43K / month · 📦 310 · ⏱️ 30.11.2020):
```
 npm install dredd
```

django-silk (🥈28 · ⭐ 3K) - Silky smooth profiling for Django. MIT

GitHub (👨‍💻 110 · 🔀 260 · 📥 180 · 📦 1.6K · 📋 280 - 45% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/jazzband/django-silk
```
PyPi (📥 160K / month · 📦 280 · ⏱️ 07.08.2020):
```
 pip install django-silk
```

SeleniumBase (🥈28 · ⭐ 2.3K) - Automate Web Testing with Selenium, Python, and pytest. MIT

GitHub (👨‍💻 28 · 🔀 540 · 📦 160 · 📋 270 - 0% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/seleniumbase/SeleniumBase
```
PyPi (📥 89K / month · 📦 24 · ⏱️ 24.08.2021):
```
 pip install seleniumbase
```

Prism (🥈28 · ⭐ 2.2K) - Turn any OpenAPI2/3 and Postman Collection file into an API server.. Apache-2

GitHub (👨‍💻 55 · 🔀 190 · 📥 770K · 📦 160 · 📋 480 - 7% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/stoplightio/prism
```
NPM (📥 97K / month · 📦 4 · ⏱️ 24.08.2021):
```
 npm install @stoplight/prism-cli
```

django-nose (🥈27 · ⭐ 870) - Django test runner using nose. BSD-3

GitHub (👨‍💻 62 · 🔀 240 · 📦 7.7K · 📋 220 - 40% open · ⏱️ 09.03.2021):
```
 git clone https://github.com/jazzband/django-nose
```
PyPi (📥 310K / month · 📦 8.7K · ⏱️ 20.08.2020):
```
 pip install django-nose
```

flask-debugtoolbar (🥈27 · ⭐ 810 · 💤) - A toolbar overlay for debugging Flask applications. BSD-3

GitHub (👨‍💻 38 · 🔀 120 · 📦 15K · 📋 100 - 38% open · ⏱️ 14.08.2020):
```
 git clone https://github.com/flask-debugtoolbar/flask-debugtoolbar
```
PyPi (📥 87K / month · 📦 5.9K · ⏱️ 18.02.2020):
```
 pip install flask-debugtoolbar
```

Conda (📥 46K · ⏱️ 30.05.2021):

 conda install -c conda-forge flask-debugtoolbar

flask-testing (🥈27 · ⭐ 470 · 💤) - Unittest extensions for Flask. BSD-3

GitHub (👨‍💻 33 · 🔀 100 · 📦 13K · 📋 96 - 54% open · ⏱️ 24.12.2020):
```
 git clone https://github.com/jarus/flask-testing
```
PyPi (📥 260K / month · 📦 4.8K · ⏱️ 24.12.2020):
```
 pip install flask-testing
```

Conda (📥 51K · ⏱️ 24.12.2020):

 conda install -c conda-forge flask-testing

pytest-flask (🥈27 · ⭐ 380) - A set of pytest fixtures to test Flask applications. MIT

GitHub (👨‍💻 27 · 🔀 68 · 📋 65 - 12% open · ⏱️ 04.08.2021):
```
 git clone https://github.com/pytest-dev/pytest-flask
```
PyPi (📥 230K / month · 📦 17K · ⏱️ 27.02.2021):
```
 pip install pytest-flask
```

Conda (📥 48K · ⏱️ 27.02.2021):

 conda install -c conda-forge pytest-flask

tavern (🥉26 · ⭐ 810) - A command-line tool and Python library and Pytest plugin for automated.. MIT

GitHub (👨‍💻 46 · 🔀 150 · 📦 240 · 📋 500 - 7% open · ⏱️ 18.07.2021):
```
 git clone https://github.com/taverntesting/tavern
```
PyPi (📥 140K / month · 📦 40 · ⏱️ 20.06.2021):
```
 pip install tavern
```

pyramid_debugtoolbar (🥉26 · ⭐ 93 · 💤) - Pyramid debug toolbar. BSD-3

GitHub (👨‍💻 65 · 🔀 78 · 📋 180 - 24% open · ⏱️ 25.11.2020):
```
 git clone https://github.com/Pylons/pyramid_debugtoolbar
```
PyPi (📥 1.2M / month · 📦 1.3K · ⏱️ 10.09.2018):
```
 pip install pyramid_debugtoolbar
```

django-test-plus (🥉25 · ⭐ 480) - Useful additions to Django's default TestCase. BSD-3

GitHub (👨‍💻 28 · 🔀 48 · 📋 51 - 17% open · ⏱️ 11.08.2021):
```
 git clone https://github.com/revsys/django-test-plus
```
PyPi (📥 66K / month · 📦 2.5K · ⏱️ 19.05.2021):
```
 pip install django-test-plus
```

Conda (📥 22K · ⏱️ 12.01.2018):

 conda install -c conda-forge django-test-plus

aioresponses (🥉25 · ⭐ 300) - Aioresponses is a helper for mock/fake web requests in python.. MIT

GitHub (👨‍💻 34 · 🔀 58 · 📋 66 - 37% open · ⏱️ 09.03.2021):
```
 git clone https://github.com/pnuckowski/aioresponses
```
PyPi (📥 330K / month · 📦 150 · ⏱️ 09.03.2021):
```
 pip install aioresponses
```

httprunner (🥉24 · ⭐ 2.5K) - One-stop solution for HTTP(S) testing. Apache-2

GitHub (👨‍💻 25 · 🔀 970 · 📋 910 - 37% open · ⏱️ 18.07.2021):
```
 git clone https://github.com/httprunner/httprunner
```
PyPi (📥 4.2K / month · 📦 6 · ⏱️ 18.07.2021):
```
 pip install httprunner
```

mixer (🥉24 · ⭐ 770 · 💤) - Mixer -- Is a fixtures replacement. Supported Django, Flask,.. BSD-3

GitHub (👨‍💻 39 · 🔀 88 · 📋 76 - 38% open · ⏱️ 11.01.2021):
```
 git clone https://github.com/klen/mixer
```
PyPi (📥 78K / month · 📦 600 · ⏱️ 11.01.2021):
```
 pip install mixer
```

httmock (🥉24 · ⭐ 430 · 💤) - A mocking library for requests. Apache-2

GitHub (👨‍💻 29 · 🔀 52 · 📦 1.4K · 📋 30 - 50% open · ⏱️ 28.10.2020):
```
 git clone https://github.com/patrys/httmock
```
PyPi (📥 270K / month · 📦 1.2K · ⏱️ 28.10.2020):
```
 pip install httmock
```

splash (🥉23 · ⭐ 3.4K) - Lightweight, scriptable browser as a service with an HTTP API. BSD-3

GitHub (👨‍💻 60 · 🔀 440 · 📋 800 - 42% open · ⏱️ 21.02.2021):
```
 git clone https://github.com/scrapinghub/splash
```
PyPi (📥 2.1K / month · 📦 18 · ⏱️ 16.06.2020):
```
 pip install splash
```

selenium-python-helium (🥉23 · ⭐ 2.6K) - Selenium-python but lighter: Helium is the best.. MIT

GitHub (👨‍💻 5 · 🔀 200 · 📦 120 · 📋 45 - 33% open · ⏱️ 24.05.2021):
```
 git clone https://github.com/mherrmann/selenium-python-helium
```
PyPi (📥 12K / month · ⏱️ 24.05.2021):
```
 pip install helium
```

pytest-splinter (🥉23 · ⭐ 210 · 💤) - pytest splinter and selenium integration for anyone.. MIT

GitHub (👨‍💻 28 · 🔀 49 · 📦 340 · 📋 75 - 12% open · ⏱️ 25.12.2020):
```
 git clone https://github.com/pytest-dev/pytest-splinter
```
PyPi (📥 19K / month · 📦 210 · ⏱️ 25.12.2020):
```
 pip install pytest-splinter
```

gabbi (🥉23 · ⭐ 140) - Declarative HTTP Testing for Python and anything else. Apache-2

GitHub (👨‍💻 26 · 🔀 29 · 📋 140 - 16% open · ⏱️ 21.06.2021):
```
 git clone https://github.com/cdent/gabbi
```
PyPi (📥 10K / month · 📦 200 · ⏱️ 23.02.2021):
```
 pip install gabbi
```

schemathesis (🥉22 · ⭐ 920) - A modern API testing tool for web applications built with.. MIT

GitHub (👨‍💻 32 · 🔀 67 · 📋 560 - 15% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/schemathesis/schemathesis
```
PyPi (📥 28K / month · ⏱️ 26.07.2021):
```
 pip install schemathesis
```

selene (🥉22 · ⭐ 470) - User-oriented Web UI browser tests in Python. MIT

GitHub (👨‍💻 33 · 🔀 120 · 📋 230 - 38% open · ⏱️ 29.07.2021):
```
 git clone https://github.com/yashaka/selene
```
PyPi (📥 11K / month · 📦 28 · ⏱️ 26.07.2021):
```
 pip install selene
```

python-mocket (🥉22 · ⭐ 220) - a socket mock framework - for all kinds of socket animals, web-.. BSD-3

GitHub (👨‍💻 19 · 🔀 35 · 📦 55 · 📋 54 - 9% open · ⏱️ 16.06.2021):
```
 git clone https://github.com/mindflayer/python-mocket
```
PyPi (📥 5.3K / month · 📦 46 · ⏱️ 10.06.2021):
```
 pip install mocket
```

Model Bakery (🥉21 · ⭐ 420) - Object factory for Django. Apache-2

GitHub (👨‍💻 30 · 🔀 47 · 📋 91 - 25% open · ⏱️ 02.08.2021):
```
 git clone https://github.com/model-bakers/model_bakery
```
PyPi (📥 180K / month · 📦 8 · ⏱️ 13.06.2021):
```
 pip install model_bakery
```

molotov (🥉20 · ⭐ 340) - Load Testing Tool. Apache-2

GitHub (👨‍💻 12 · 🔀 26 · 📦 65 · 📋 100 - 19% open · ⏱️ 23.08.2021):
```
 git clone https://github.com/loads/molotov
```
PyPi (📥 730 / month · 📦 20 · ⏱️ 23.08.2021):
```
 pip install molotov
```

Mockoon (🥉19 · ⭐ 3.1K) - Mockoon is the easiest and quickest way to run mock APIs locally. No.. MIT

GitHub (👨‍💻 37 · 🔀 170 · 📥 30K · 📋 370 - 9% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/mockoon/mockoon
```

golem (🥉19 · ⭐ 460) - A complete test automation tool. MIT

GitHub (👨‍💻 20 · 🔀 70 · 📥 47 · 📦 4 · 📋 130 - 10% open · ⏱️ 04.08.2021):
```
 git clone https://github.com/golemhq/golem
```
PyPi (📥 340 / month · 📦 1 · ⏱️ 30.07.2021):
```
 pip install golem-framework
```

aresponses (🥉19 · ⭐ 84 · 💤) - Asyncio http mocking. Similar to the responses library used for.. MIT

GitHub (👨‍💻 12 · 🔀 15 · 📦 180 · ⏱️ 21.01.2021):
```
 git clone https://github.com/CircleUp/aresponses
```
PyPi (📥 11K / month · 📦 92 · ⏱️ 21.01.2021):
```
 pip install aresponses
```

async-asgi-testclient (🥉18 · ⭐ 83) - A framework-agnostic library for testing ASGI web.. MIT

GitHub (👨‍💻 10 · 🔀 9 · 📦 79 · 📋 13 - 15% open · ⏱️ 02.03.2021):
```
 git clone https://github.com/vinissimus/async-asgi-testclient
```
PyPi (📥 17K / month · 📦 6 · ⏱️ 11.01.2021):
```
 pip install async-asgi-testclient
```

fsociety (🥉16 · ⭐ 390) - A Modular Penetration Testing Framework. MIT

GitHub (👨‍💻 5 · 🔀 53 · 📦 1 · 📋 6 - 16% open · ⏱️ 16.08.2021):
```
 git clone https://github.com/fsociety-team/fsociety
```
PyPi (📥 460 / month · ⏱️ 21.05.2021):
```
 pip install fsociety
```

Show 8 hidden projects...

pyppeteer (🥈31 · ⭐ 3.5K · 💀) - Headless chrome/chromium automation library (unofficial port of.. MIT
parameterized (🥈27 · ⭐ 590 · 💤) - Parameterized testing with any Python test framework. ❗️BSD-2-Clause-FreeBSD
wdb (🥉23 · ⭐ 1.5K · 💀) - An improbable web debugger through WebSockets. ❗️GPL-3.0
pyresttest (🥉22 · ⭐ 1.1K · 💀) - Python Rest Testing. Apache-2
requestium (🥉21 · ⭐ 1.6K · 💀) - Integration layer between Requests and Selenium for automation.. BSD-3
yandex-tank (🥉18 · ⭐ 2K) - Load and performance benchmark tool. ❗️LGPL-2.1
huxley (🥉16 · ⭐ 4.1K · 💀) - A testing system for catching visual regressions in Web.. Apache-2
Astra (🥉15 · ⭐ 1.8K · 💀) - Automated Security Testing For REST API's. Apache-2

Web Forms

wtforms (🥇33 · ⭐ 1.3K) - A flexible forms validation and rendering library for Python. BSD-3

GitHub (👨‍💻 130 · 🔀 350 · 📦 100K · 📋 380 - 12% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/wtforms/wtforms
```
PyPi (📥 2.4M / month · 📦 29K · ⏱️ 23.11.2020):
```
 pip install wtforms
```
Conda (📥 77K · ⏱️ 29.07.2020):
```
 conda install -c conda-forge wtforms
```

django-crispy-forms (🥈32 · ⭐ 4.3K) - The best way to have DRY Django forms. The app.. MIT

GitHub (👨‍💻 220 · 🔀 680 · 📦 71K · 📋 640 - 11% open · ⏱️ 11.06.2021):
```
 git clone https://github.com/django-crispy-forms/django-crispy-forms
```
PyPi (📥 500K / month · 📦 16K · ⏱️ 11.06.2021):
```
 pip install django-crispy-forms
```

Conda (📥 40K · ⏱️ 11.06.2021):

 conda install -c conda-forge django-crispy-forms

flask-wtf (🥉31 · ⭐ 1.2K) - Simple integration of Flask and WTForms, including CSRF, file.. BSD-3

GitHub (👨‍💻 92 · 🔀 270 · 📦 110K · 📋 290 - 8% open · ⏱️ 17.08.2021):
```
 git clone https://github.com/lepture/flask-wtf
```
PyPi (📥 3.2M / month · 📦 32K · ⏱️ 25.05.2021):
```
 pip install flask-wtf
```

Conda (📥 88K · ⏱️ 25.05.2021):

 conda install -c conda-forge flask-wtf

django-formtools (🥉26 · ⭐ 510) - A set of high-level abstractions for Django forms. BSD-3

GitHub (👨‍💻 64 · 🔀 100 · 📦 6.9K · 📋 120 - 49% open · ⏱️ 03.06.2021):
```
 git clone https://github.com/jazzband/django-formtools
```
PyPi (📥 220K / month · 📦 2.3K · ⏱️ 19.04.2021):
```
 pip install django-formtools
```

deform (🥉23 · ⭐ 370) - A Python HTML form library. BSD-3

GitHub (👨‍💻 100 · 🔀 150 · 📦 700 · 📋 180 - 25% open · ⏱️ 12.06.2021):
```
 git clone https://github.com/Pylons/deform
```
PyPi (📥 6.6K / month · 📦 350 · ⏱️ 10.12.2020):
```
 pip install deform
```

Markdown

markdown (🥇34 · ⭐ 2.6K) - A Python implementation of John Grubers Markdown with Extension support. BSD-3

GitHub (👨‍💻 150 · 🔀 660 · 📦 150K · 📋 720 - 4% open · ⏱️ 11.08.2021):
```
 git clone https://github.com/Python-Markdown/markdown
```
PyPi (📥 18M / month · 📦 41K · ⏱️ 30.07.2021):
```
 pip install markdown
```
Conda (📥 2.2M · ⏱️ 01.03.2021):
```
 conda install -c conda-forge markdown
```

mistune (🥇33 · ⭐ 2K) - A fast yet powerful Python Markdown parser with renderers and plugins. BSD-3

GitHub (👨‍💻 31 · 🔀 200 · 📦 120K · 📋 220 - 11% open · ⏱️ 30.07.2021):
```
 git clone https://github.com/lepture/mistune
```
PyPi (📥 15M / month · 📦 18K · ⏱️ 16.02.2021):
```
 pip install mistune
```
Conda (📥 4.7M · ⏱️ 29.06.2021):
```
 conda install -c conda-forge mistune
```

pelican (🥈32 · ⭐ 11K) - Static site generator that supports Markdown and reST syntax... ❗️AGPL-3.0

GitHub (👨‍💻 420 · 🔀 1.7K · 📥 390 · 📦 5.2K · 📋 1.5K - 3% open · ⏱️ 13.07.2021):
```
 git clone https://github.com/getpelican/pelican
```
PyPi (📥 22K / month · 📦 3.4K · ⏱️ 23.03.2021):
```
 pip install pelican
```
Conda (📥 110K · ⏱️ 23.03.2021):
```
 conda install -c conda-forge pelican
```

python-markdown2 (🥈30 · ⭐ 2.2K) - markdown2: A fast and complete implementation of Markdown in.. MIT

GitHub (👨‍💻 60 · 🔀 380 · 📦 10K · 📋 250 - 43% open · ⏱️ 18.08.2021):
```
 git clone https://github.com/trentm/python-markdown2
```
PyPi (📥 400K / month · 📦 4.4K · ⏱️ 18.08.2021):
```
 pip install markdown2
```

html2text (🥈28 · ⭐ 1.1K) - Convert HTML to Markdown-formatted text. ❗️GPL-3.0

GitHub (👨‍💻 76 · 🔀 200 · 📋 190 - 37% open · ⏱️ 13.06.2021):
```
 git clone https://github.com/Alir3z4/html2text
```
PyPi (📥 860K / month · 📦 3.8K · ⏱️ 16.01.2020):
```
 pip install html2text
```

pymdown-extensions (🥉27 · ⭐ 520) - Extensions for Python Markdown. MIT

GitHub (👨‍💻 27 · 🔀 180 · 📦 6.2K · 📋 260 - 6% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/facelessuser/pymdown-extensions
```
PyPi (📥 510K / month · 📦 1.5K · ⏱️ 08.05.2021):
```
 pip install pymdown-extensions
```

Conda (📥 48K · ⏱️ 08.05.2021):

 conda install -c conda-forge pymdown-extensions

django-markdown-editor (🥉25 · ⭐ 490) - Awesome Django Markdown Editor, supported for.. ❗️GPL-3.0

GitHub (👨‍💻 23 · 🔀 700 · 📦 450 · 📋 110 - 21% open · ⏱️ 15.07.2021):
```
 git clone https://github.com/agusmakmun/django-markdown-editor
```
PyPi (📥 8.4K / month · 📦 40 · ⏱️ 16.07.2021):
```
 pip install martor
```

markdown-it-py (🥉21 · ⭐ 210) - Markdown parser, done right. 100% CommonMark support, extensions,.. MIT

GitHub (👨‍💻 14 · 🔀 24 · 📋 49 - 32% open · ⏱️ 17.08.2021):
```
 git clone https://github.com/executablebooks/markdown-it-py
```
PyPi (📥 300K / month · ⏱️ 08.05.2021):
```
 pip install markdown-it-py
```

Conda (📥 140K · ⏱️ 10.05.2021):

 conda install -c conda-forge markdown-it-py

markdown-include (🥉21 · ⭐ 68 · 💤) - Provides syntax for Python-Markdown which allows for.. ❗️GPL-3.0

GitHub (👨‍💻 8 · 🔀 31 · 📦 1.1K · 📋 19 - 47% open · ⏱️ 20.08.2020):
```
 git clone https://github.com/cmacmackin/markdown-include
```
PyPi (📥 52K / month · 📦 310 · ⏱️ 20.08.2020):
```
 pip install markdown-include
```

Show 3 hidden projects...

grip (🥉26 · ⭐ 5.3K · 💀) - Preview GitHub README.md files locally before committing them. MIT
django-markdownx (🥉25 · ⭐ 680 · 💀) - Comprehensive Markdown plugin built for Django. BSD-3
mistletoe (🥉22 · ⭐ 380 · 💀) - A fast, extensible and spec-compliant Markdown parser in pure Python. MIT

Third-party Web APIs

🔗 Public APIs ( ⭐ 150K) - A collective list of free APIs.

🔗 best-of-ml-python - DB Clients ( ⭐ 5.6K) - Collection of python database client libraries.

discord.py (🥇38 · ⭐ 8.3K) - An API wrapper for Discord written in Python. MIT

GitHub (👨‍💻 280 · 🔀 2.3K · 📦 38K · 📋 2.5K - 4% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/Rapptz/discord.py
```
PyPi (📥 30M / month · 📦 4.6K · ⏱️ 12.06.2021):
```
 pip install discord.py
```

youtube-dl (🥇37 · ⭐ 99K) - Command-line program to download videos from YouTube.com and.. Unlicense

GitHub (👨‍💻 960 · 🔀 5.7K · 📥 43M · 📋 24K - 16% open · ⏱️ 01.07.2021):
```
 git clone https://github.com/ytdl-org/youtube-dl
```
PyPi (📥 5.2M / month · 📦 2.9K · ⏱️ 05.06.2021):
```
 pip install youtube_dl
```

Conda (📥 860K · ⏱️ 30.06.2021):

 conda install -c conda-forge youtube-dl

google-api-python-client (🥇35 · ⭐ 5K · 📉) - The official Python client library for Google's.. Apache-2

GitHub (👨‍💻 170 · 🔀 2K · 📥 93 · 📦 71K · 📋 820 - 3% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/googleapis/google-api-python-client
```
PyPi (📥 28M / month · 📦 13K · ⏱️ 24.08.2021):
```
 pip install google-api-python-client
```

Conda (📥 840K · ⏱️ 24.08.2021):

 conda install -c conda-forge google-api-python-client

GitPython (🥇35 · ⭐ 3.2K) - GitPython is a python library used to interact with Git repositories. BSD-3

GitHub (👨‍💻 240 · 🔀 720 · 📦 47K · 📋 780 - 15% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/gitpython-developers/GitPython
```
PyPi (📥 23M / month · 📦 11K · ⏱️ 28.07.2021):
```
 pip install gitpython
```

Conda (📥 2.1M · ⏱️ 28.07.2021):

 conda install -c conda-forge gitpython

tweepy (🥇34 · ⭐ 8K) - Twitter for Python!. MIT

GitHub (👨‍💻 230 · 🔀 3.6K · 📦 28K · 📋 1K - 7% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/tweepy/tweepy
```
PyPi (📥 550K / month · 📦 8.3K · ⏱️ 26.12.2020):
```
 pip install tweepy
```
Conda (📥 120K · ⏱️ 26.12.2020):
```
 conda install -c conda-forge tweepy
```

Telethon (🥇34 · ⭐ 5.3K) - Pure Python 3 MTProto API Telegram client library, for bots too!. MIT

GitHub (👨‍💻 140 · 🔀 790 · 📦 17K · 📋 1.6K - 4% open · ⏱️ 22.08.2021):
```
 git clone https://github.com/LonamiWebs/Telethon
```
PyPi (📥 4.9M / month · 📦 540 · ⏱️ 09.07.2021):
```
 pip install telethon
```

PyGithub (🥇34 · ⭐ 4.6K) - Typed interactions with the GitHub API v3. ❗️LGPL-3.0

GitHub (👨‍💻 270 · 🔀 1.3K · 📦 20K · 📋 1.2K - 11% open · ⏱️ 21.06.2021):
```
 git clone https://github.com/PyGithub/PyGithub
```
PyPi (📥 4.5M / month · 📦 3.8K · ⏱️ 26.04.2021):
```
 pip install pygithub
```
Conda (📥 1.4M · ⏱️ 01.07.2021):
```
 conda install -c conda-forge pygithub
```

python-telegram-bot (🥈33 · ⭐ 16K) - We have made you a wrapper you can't refuse. ❗️LGPL-3.0

GitHub (👨‍💻 160 · 🔀 3.4K · 📥 3.9K · 📦 36K · 📋 1.5K - 2% open · ⏱️ 11.08.2021):
```
 git clone https://github.com/python-telegram-bot/python-telegram-bot
```
PyPi (📥 370K / month · 📦 4.3K · ⏱️ 01.07.2021):
```
 pip install python-telegram-bot
```

Conda (📥 38K · ⏱️ 07.07.2021):

 conda install -c conda-forge python-telegram-bot

pyTelegramBotAPI (🥈33 · ⭐ 4.6K) - Python Telegram bot api. ❗️GPL-2.0

GitHub (👨‍💻 160 · 🔀 1.2K · 📦 17K · 📋 820 - 0% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/eternnoir/pyTelegramBotAPI
```
PyPi (📥 280K / month · 📦 1.7K · ⏱️ 18.08.2021):
```
 pip install pytelegrambotapi
```

praw (🥈33 · ⭐ 2.6K) - PRAW, an acronym for Python Reddit API Wrapper, is a python package that.. BSD-2

GitHub (👨‍💻 210 · 🔀 410 · 📦 9.2K · 📋 660 - 1% open · ⏱️ 13.08.2021):
```
 git clone https://github.com/praw-dev/praw
```
PyPi (📥 1M / month · 📦 3.3K · ⏱️ 30.07.2021):
```
 pip install praw
```
Conda (📥 22K · ⏱️ 03.05.2020):
```
 conda install -c conda-forge praw
```

jira (🥈33 · ⭐ 1.4K) - Python Jira library. Development chat available on.. BSD-2

GitHub (👨‍💻 210 · 🔀 680 · 📥 660 · 📋 560 - 16% open · ⏱️ 10.08.2021):
```
 git clone https://github.com/pycontribs/jira
```
PyPi (📥 3.4M / month · 📦 1.8K · ⏱️ 12.05.2021):
```
 pip install jira
```
Conda (📥 63K · ⏱️ 17.07.2018):
```
 conda install -c conda-forge jira
```

gspread (🥈32 · ⭐ 5.5K) - Google Sheets Python API. MIT

GitHub (👨‍💻 130 · 🔀 820 · 📥 3 · 📦 12K · 📋 660 - 14% open · ⏱️ 14.08.2021):
```
 git clone https://github.com/burnash/gspread
```
PyPi (📥 3.3M / month · 📦 1.6K · ⏱️ 07.08.2021):
```
 pip install gspread
```
Conda (📥 200K · ⏱️ 09.08.2021):
```
 conda install -c conda-forge gspread
```

stripe (🥈32 · ⭐ 1.1K) - Python library for the Stripe API. MIT

GitHub (👨‍💻 110 · 🔀 300 · 📦 16K · 📋 290 - 5% open · ⏱️ 27.07.2021):
```
 git clone https://github.com/stripe/stripe-python
```
PyPi (📥 1M / month · 📦 3.8K · ⏱️ 14.07.2021):
```
 pip install stripe
```

pytube (🥈31 · ⭐ 4.6K) - A lightweight, dependency-free Python library (and command-line.. Unlicense

GitHub (👨‍💻 93 · 🔀 1.1K · 📦 8.7K · 📋 660 - 3% open · ⏱️ 03.08.2021):
```
 git clone https://github.com/pytube/pytube
```
PyPi (📥 240K / month · 📦 420 · ⏱️ 03.08.2021):
```
 pip install pytube
```

Wikipedia (🥈31 · ⭐ 2.3K · 💤) - A Pythonic wrapper for the Wikipedia API. MIT

GitHub (👨‍💻 23 · 🔀 440 · 📦 21K · 📋 230 - 69% open · ⏱️ 09.10.2020):
```
 git clone https://github.com/goldsmith/Wikipedia
```
PyPi (📥 620K / month · 📦 1.9K · ⏱️ 15.11.2014):
```
 pip install wikipedia
```

Conda (📥 46K · ⏱️ 18.06.2019):

 conda install -c conda-forge wikipedia

spotipy (🥈30 · ⭐ 3.4K) - A light weight Python library for the Spotify Web API. MIT

GitHub (👨‍💻 140 · 🔀 700 · 📦 5.5K · 📋 430 - 7% open · ⏱️ 12.08.2021):
```
 git clone https://github.com/plamere/spotipy
```
PyPi (📥 230K / month · 📦 920 · ⏱️ 12.08.2021):
```
 pip install spotipy
```

google-maps-services-python (🥈30 · ⭐ 3.3K) - Python client library for Google Maps API Web Services. Apache-2

GitHub (👨‍💻 58 · 🔀 1.1K · 📋 220 - 6% open · ⏱️ 29.07.2021):
```
 git clone https://github.com/googlemaps/google-maps-services-python
```
PyPi (📥 640K / month · 📦 2.3K · ⏱️ 29.07.2021):
```
 pip install googlemaps
```

py-googletrans (🥈30 · ⭐ 2.6K) - (unofficial) Googletrans: Free and Unlimited Google translate.. MIT

GitHub (👨‍💻 25 · 🔀 450 · 📦 19K · 📋 230 - 9% open · ⏱️ 10.03.2021):
```
 git clone https://github.com/ssut/py-googletrans
```
PyPi (📥 1.2M / month · 📦 890 · ⏱️ 09.12.2020):
```
 pip install googletrans
```

twython (🥈30 · ⭐ 1.8K) - Actively maintained, pure Python wrapper for the Twitter API. Supports.. MIT

GitHub (👨‍💻 100 · 🔀 400 · 📦 4.6K · 📋 330 - 7% open · ⏱️ 16.07.2021):
```
 git clone https://github.com/ryanmcgrath/twython
```
PyPi (📥 140K / month · 📦 2.3K · ⏱️ 16.07.2021):
```
 pip install twython
```
Conda (📥 250K · ⏱️ 17.07.2021):
```
 conda install -c conda-forge twython
```

twilio (🥈30 · ⭐ 1.5K) - A Python module for communicating with the Twilio API and generating TwiML. MIT

GitHub (👨‍💻 120 · 🔀 590 · 📦 18K · 📋 250 - 3% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/twilio/twilio-python
```
PyPi (📥 1.6M / month · 📦 6.7K · ⏱️ 25.08.2021):
```
 pip install twilio
```
Conda (📥 59K · ⏱️ 26.08.2021):
```
 conda install -c conda-forge twilio
```

simple-salesforce (🥈30 · ⭐ 1.2K) - A very simple Salesforce.com REST API client for Python. Apache-2

GitHub (👨‍💻 73 · 🔀 530 · 📋 330 - 41% open · ⏱️ 18.08.2021):
```
 git clone https://github.com/simple-salesforce/simple-salesforce
```
PyPi (📥 3.6M / month · 📦 280 · ⏱️ 27.07.2021):
```
 pip install simple-salesforce
```

Conda (📥 37K · ⏱️ 11.12.2020):

 conda install -c conda-forge simple-salesforce

InstaPy (🥉29 · ⭐ 13K) - Instagram Bot - Tool for automated Instagram interactions. ❗️GPL-3.0

GitHub (👨‍💻 300 · 🔀 3.2K · 📦 500 · 📋 5.2K - 4% open · ⏱️ 10.06.2021):
```
 git clone https://github.com/timgrossmann/InstaPy
```
PyPi (📥 9.4K / month · 📦 11 · ⏱️ 07.01.2021):
```
 pip install instapy
```

slackclient (🥉29 · ⭐ 3.2K) - Slack Developer Kit for Python. MIT

GitHub (👨‍💻 140 · 🔀 760 · 📥 340 · 📋 580 - 0% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/slackapi/python-slack-sdk
```
PyPi (📥 7.6M / month · 📦 3.7K · ⏱️ 22.10.2020):
```
 pip install slackclient
```

Conda (📥 360K · ⏱️ 13.01.2021):

 conda install -c conda-forge slackclient

python-twitter (🥉29 · ⭐ 3.2K) - A Python wrapper around the Twitter API. Apache-2

GitHub (👨‍💻 160 · 🔀 960 · 📦 5.7K · 📋 410 - 24% open · ⏱️ 17.07.2021):
```
 git clone https://github.com/bear/python-twitter
```
PyPi (📥 210K / month · 📦 3.3K · ⏱️ 03.11.2018):
```
 pip install python-twitter
```

twitter (🥉29 · ⭐ 2.6K) - Python Twitter API. MIT

GitHub (👨‍💻 91 · 🔀 520 · 📦 3.1K · 📋 270 - 17% open · ⏱️ 18.06.2021):
```
 git clone https://github.com/sixohsix/twitter
```
PyPi (📥 130K / month · 📦 2.1K · ⏱️ 18.06.2021):
```
 pip install twitter
```

facebook-sdk (🥉29 · ⭐ 2.6K · 💤) - Python SDK for Facebook's Graph API. Apache-2

GitHub (👨‍💻 99 · 🔀 950 · 📦 3.2K · 📋 250 - 13% open · ⏱️ 27.12.2020):
```
 git clone https://github.com/mobolic/facebook-sdk
```
PyPi (📥 140K / month · 📦 2.5K · ⏱️ 06.11.2018):
```
 pip install facebook-sdk
```

hvac (🥉29 · ⭐ 890) - Python 2.7/3.X client for HashiCorp Vault. Apache-2

GitHub (👨‍💻 150 · 🔀 280 · 📥 450 · 📦 1.8K · 📋 290 - 31% open · ⏱️ 12.07.2021):
```
 git clone https://github.com/hvac/hvac
```
PyPi (📥 3.5M / month · 📦 380 · ⏱️ 12.07.2021):
```
 pip install hvac
```
Conda (📥 84K · ⏱️ 12.07.2021):
```
 conda install -c conda-forge hvac
```

thumbor (🥉28 · ⭐ 8.5K) - thumbor is an open-source photo thumbnail service by globo.com. MIT

GitHub (👨‍💻 160 · 🔀 710 · 📦 280 · 📋 860 - 14% open · ⏱️ 13.04.2021):
```
 git clone https://github.com/thumbor/thumbor
```
PyPi (📥 8.1K / month · 📦 370 · ⏱️ 25.03.2020):
```
 pip install thumbor
```

instagram-scraper (🥉28 · ⭐ 5.3K) - Scrapes an instagram user's photos and videos. Unlicense

GitHub (👨‍💻 56 · 🔀 1.2K · 📦 240 · 📋 600 - 65% open · ⏱️ 18.08.2021):
```
 git clone https://github.com/arc298/instagram-scraper
```
PyPi (📥 9.9K / month · 📦 40 · ⏱️ 18.08.2021):
```
 pip install instagram-scraper
```

twitter-scraper (🥉28 · ⭐ 2.9K · 💤) - Scrape the Twitter Frontend API without authentication. MIT

GitHub (👨‍💻 31 · 🔀 480 · 📦 2K · 📋 110 - 42% open · ⏱️ 09.01.2021):
```
 git clone https://github.com/bisguzar/twitter-scraper
```
PyPi (📥 220K / month · 📦 20 · ⏱️ 17.07.2020):
```
 pip install twitter-scraper
```

imdbpy (🥉28 · ⭐ 850) - IMDbPY is a Python package useful to retrieve and manage the data of.. ❗️GPL-2.0

GitHub (👨‍💻 55 · 🔀 240 · 📥 44 · 📋 220 - 15% open · ⏱️ 15.08.2021):
```
 git clone https://github.com/alberanid/imdbpy
```
PyPi (📥 5.8M / month · 📦 210 · ⏱️ 18.04.2021):
```
 pip install imdbpy
```

wechatpy (🥉27 · ⭐ 2.9K) - WeChat SDK for Python. MIT

GitHub (👨‍💻 86 · 🔀 660 · 📋 320 - 10% open · ⏱️ 14.08.2021):
```
 git clone https://github.com/wechatpy/wechatpy
```
PyPi (📥 6.4K / month · 📦 230 · ⏱️ 08.08.2021):
```
 pip install wechatpy
```

notion-py (🥉26 · ⭐ 3.1K) - Unofficial Python API client for Notion.so. MIT

GitHub (👨‍💻 31 · 🔀 350 · 📦 490 · 📋 240 - 55% open · ⏱️ 05.02.2021):
```
 git clone https://github.com/jamalex/notion-py
```
PyPi (📥 14K / month · 📦 18 · ⏱️ 05.02.2021):
```
 pip install notion
```

sherlock (🥉25 · ⭐ 26K) - Hunt down social media accounts by username across social networks. MIT

GitHub (👨‍💻 140 · 🔀 2.7K · 📋 590 - 19% open · ⏱️ 27.06.2021):
```
 git clone https://github.com/sherlock-project/sherlock
```
PyPi (📥 3.8K / month · 📦 6 · ⏱️ 11.05.2019):
```
 pip install sherlock
```

coursera-dl (🥉25 · ⭐ 8.5K) - Script for downloading Coursera.org videos and naming them. ❗️LGPL-3.0

GitHub (👨‍💻 85 · 🔀 2K · 📦 150 · 📋 610 - 25% open · ⏱️ 12.02.2021):
```
 git clone https://github.com/coursera-dl/coursera-dl
```
PyPi (📥 1.7K / month · 📦 24 · ⏱️ 16.12.2019):
```
 pip install coursera-dl
```

Conda (📥 17K · ⏱️ 20.11.2019):

 conda install -c conda-forge coursera-dl

gallery-dl (🥉24 · ⭐ 3.7K) - Command-line program to download image galleries and.. ❗️GPL-2.0

GitHub (👨‍💻 46 · 🔀 350 · 📥 120K · 📋 1.6K - 19% open · ⏱️ 21.08.2021):
```
 git clone https://github.com/mikf/gallery-dl
```
PyPi (📥 6.9K / month · 📦 8 · ⏱️ 13.08.2021):
```
 pip install gallery-dl
```

gmusicapi (🥉24 · ⭐ 2.5K · 💤) - An unofficial client library for Google Music. BSD-3

GitHub (👨‍💻 51 · 🔀 300 · 📦 440 · 📋 510 - 11% open · ⏱️ 25.09.2020):
```
 git clone https://github.com/simon-weber/gmusicapi
```
PyPi (📥 440 / month · 📦 270 · ⏱️ 27.03.2020):
```
 pip install gmusicapi
```

igramscraper (🥉24 · ⭐ 2.1K) - scrapes medias, likes, followers, tags and all metadata. Inspired.. MIT

GitHub (👨‍💻 29 · 🔀 330 · 📦 110 · 📋 140 - 70% open · ⏱️ 27.04.2021):
```
 git clone https://github.com/realsirjoe/instagram-scraper
```
PyPi (📥 2.7K / month · 📦 2 · ⏱️ 25.05.2020):
```
 pip install igramscraper
```

python-slack-sdk (🥉23 · ⭐ 3.2K) - Slack Developer Kit for Python. MIT

GitHub (👨‍💻 140 · 🔀 760 · 📥 340 · 📋 580 - 0% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/slackapi/python-slack-sdk
```
PyPi (📥 1.4M / month · ⏱️ 26.08.2021):
```
 pip install slack-sdk
```

WikiExtractor (🥉22 · ⭐ 2.8K) - A tool for extracting plain text from Wikipedia dumps. ❗️AGPL-3.0

GitHub (👨‍💻 30 · 🔀 790 · 📦 82 · 📋 210 - 48% open · ⏱️ 18.03.2021):
```
 git clone https://github.com/attardi/wikiextractor
```
PyPi (📥 930 / month · 📦 8 · ⏱️ 05.12.2020):
```
 pip install wikiextractor
```

ghapi (🥉21 · ⭐ 240) - A delightful and complete interface to GitHub's amazing API. Apache-2

GitHub (👨‍💻 8 · 🔀 21 · 📋 64 - 18% open · ⏱️ 10.07.2021):
```
 git clone https://github.com/fastai/ghapi
```
PyPi (📥 71K / month · ⏱️ 10.07.2021):
```
 pip install ghapi
```

scdl (🥉18 · ⭐ 2.1K · 💤) - Soundcloud Music Downloader. ❗️GPL-2.0

GitHub (👨‍💻 41 · 🔀 220 · 📦 36 · 📋 280 - 14% open · ⏱️ 28.12.2020):
```
 git clone https://github.com/flyingrub/scdl
```

GHunt (🥉17 · ⭐ 10K) - Investigate Google emails and documents. MPL-2.0

GitHub (👨‍💻 21 · 🔀 770 · 📋 210 - 16% open · ⏱️ 17.07.2021):
```
 git clone https://github.com/mxrch/GHunt
```

Show 10 hidden projects...

tushare (🥈30 · ⭐ 11K · 💀) - TuShare is a utility for crawling historical data of China stocks. BSD-3
google-resumable-media (🥈30 · ⭐ 30) - Utilities for Google Media Downloads and Resumable.. Apache-2
slacker (🥉29 · ⭐ 1.6K · 💀) - Full-featured Python interface for the Slack API. Apache-2
Google Images Download (🥉28 · ⭐ 7.7K · 💀) - Python Script to download hundreds of images from.. MIT
python-instagram (🥉26 · ⭐ 2.9K · 💀) - Python Client for Instagram API. MIT
twitterscraper (🥉25 · ⭐ 1.9K · 💀) - Scrape Twitter for Tweets. MIT
Django Facebook (🥉25 · ⭐ 1.4K · 💀) - Facebook open graph api implementation using the Django.. BSD-3
telepot (🥉24 · ⭐ 2.4K · 💀) - Python framework for Telegram Bot API. MIT
instagram_private_api (🥉23 · ⭐ 2.1K · 💀) - A Python library to access Instagram's private API. MIT
pyshorteners (🥉22 · ⭐ 310 · 💀) - Generating short urls with python has never been easier. ❗️GPL-3.0

Email

yagmail (🥇29 · ⭐ 2.1K) - Send email in Python conveniently for gmail using yagmail. MIT

GitHub (👨‍💻 29 · 🔀 240 · 📦 1.5K · 📋 180 - 43% open · ⏱️ 14.07.2021):
```
 git clone https://github.com/kootenpv/yagmail
```
PyPi (📥 65K / month · 📦 760 · ⏱️ 10.05.2021):
```
 pip install yagmail
```

flanker (🥇28 · ⭐ 1.5K) - Python email address and Mime parsing library. Apache-2

GitHub (👨‍💻 54 · 🔀 170 · 📦 150 · 📋 88 - 59% open · ⏱️ 29.03.2021):
```
 git clone https://github.com/mailgun/flanker
```
PyPi (📥 88K / month · 📦 180 · ⏱️ 05.12.2019):
```
 pip install flanker
```

modoboa (🥈27 · ⭐ 1.9K) - Mail hosting made simple. ISC

GitHub (👨‍💻 100 · 🔀 260 · 📦 32 · 📋 1.6K - 8% open · ⏱️ 25.08.2021):
```
 git clone https://github.com/modoboa/modoboa
```
PyPi (📥 17K / month · 📦 48 · ⏱️ 26.08.2021):
```
 pip install modoboa
```

fastapi-mail (🥉23 · ⭐ 200) - Fastapi mail system sending mails(individual, bulk).. MIT

GitHub (👨‍💻 20 · 🔀 28 · 📦 130 · 📋 45 - 13% open · ⏱️ 07.08.2021):
```
 git clone https://github.com/sabuhish/fastapi-mail
```
PyPi (📥 11K / month · ⏱️ 07.08.2021):
```
 pip install fastapi-mail
```

mailer (🥉22 · ⭐ 230) - A light-weight, modular, message representation and mail delivery framework.. MIT

GitHub (👨‍💻 20 · 🔀 50 · 📥 120 · 📋 72 - 36% open · ⏱️ 20.04.2021):
```
 git clone https://github.com/marrow/mailer
```
PyPi (📥 29K / month · 📦 160 · ⏱️ 22.04.2015):
```
 pip install mailer
```
Conda (📥 41K · ⏱️ 01.07.2021):
```
 conda install -c conda-forge mailer
```

pyramid_mailer (🥉22 · ⭐ 51) - A package for sending email from your Pyramid application. BSD-3

GitHub (👨‍💻 35 · 🔀 41 · 📋 42 - 21% open · ⏱️ 15.05.2021):
```
 git clone https://github.com/Pylons/pyramid_mailer
```
PyPi (📥 37K / month · 📦 190 · ⏱️ 13.12.2016):
```
 pip install pyramid_mailer
```

salmon (🥉17 · ⭐ 500) - A Python Mail Server. ❗️GPL-3.0

GitHub (👨‍💻 15 · 🔀 50 · 📥 47 · 📦 14 · 📋 84 - 16% open · ⏱️ 02.03.2021):
```
 git clone https://github.com/moggers87/salmon
```
PyPi (📥 780 / month · 📦 1 · ⏱️ 31.12.2019):
```
 pip install salmon-mail
```

Show 4 hidden projects...

flask-mail (🥇28 · ⭐ 520 · 💀) - Flask-Mail adds SMTP mail sending to your Flask applications. BSD-3
sync-engine (🥈25 · ⭐ 3.5K · 💀) - IMAP/SMTP sync system with modern APIs. ❗️AGPL-3.0
offlineimap (🥉24 · ⭐ 1.6K) - Read/sync your IMAP mailboxes (python2). ❗️libpng-2.0
gmail (🥉21 · ⭐ 1.7K · 💀) - A Pythonic interface for Google Mail. MIT

Web Scraping & Crawling

Libraries for web scraping, crawling, downloading, and mining as well as libraries.

Scrapy (🥇38 · ⭐ 41K) - Scrapy, a fast high-level web crawling & scraping framework for Python. BSD-3

GitHub (👨‍💻 490 · 🔀 9.3K · 📦 26K · 📋 2.8K - 28% open · ⏱️ 24.08.2021):
```
 git clone https://github.com/scrapy/scrapy
```
PyPi (📥 1.6M / month · 📦 8.4K · ⏱️ 17.11.2020):
```
 pip install scrapy
```
Conda (📥 470K · ⏱️ 15.04.2021):
```
 conda install -c conda-forge scrapy
```

feedparser (🥇31 · ⭐ 1.3K) - Parse feeds in Python. BSD-2

GitHub (👨‍💻 46 · 🔀 260 · 📋 200 - 34% open · ⏱️ 01.08.2021):
```
 git clone https://github.com/kurtmckee/feedparser
```
PyPi (📥 1.1M / month · 📦 14K · ⏱️ 22.06.2021):
```
 pip install feedparser
```

You-Get (🥇30 · ⭐ 41K) - Dumb downloader that scrapes the web. MIT

GitHub (👨‍💻 230 · 🔀 8.5K · 📥 340K · ⏱️ 15.08.2021):
```
 git clone https://github.com/soimort/you-get
```
PyPi (📥 30K / month · 📦 36 · ⏱️ 15.08.2021):
```
 pip install you-get
```

newspaper3k (🥇30 · ⭐ 11K · 💤) - News, full-text, and article metadata extraction in Python 3... MIT

GitHub (👨‍💻 100 · 🔀 1.8K · 📦 3K · 📋 700 - 63% open · ⏱️ 02.09.2020):
```
 git clone https://github.com/codelucas/newspaper
```
PyPi (📥 190K / month · 📦 440 · ⏱️ 28.09.2018):
```
 pip install newspaper3k
```

Conda (📥 45K · ⏱️ 14.10.2020):

 conda install -c conda-forge newspaper3k

cloudscraper (🥈29 · ⭐ 1.1K · 📈) - A Python module to bypass Cloudflare's anti-bot page. MIT

GitHub (👨‍💻 8 · 🔀 170 · 📦 1.7K · ⏱️ 06.04.2021):
```
 git clone https://github.com/venomous/cloudscraper
```
PyPi (📥 1.6M / month · 📦 8 · ⏱️ 28.01.2021):
```
 pip install cloudscraper
```

parsel (🥈29 · ⭐ 690) - Parsel lets you extract data from XML/HTML documents using XPath or CSS.. BSD-3

GitHub (👨‍💻 39 · 🔀 100 · 📦 17K · 📋 93 - 39% open · ⏱️ 09.08.2021):
```
 git clone https://github.com/scrapy/parsel
```
PyPi (📥 720K / month · 📦 2.9K · ⏱️ 07.05.2020):
```
 pip install parsel
```
Conda (📥 21K · ⏱️ 02.06.2020):
```
 conda install -c conda-forge parsel
```

MechanicalSoup (🥈28 · ⭐ 3.8K) - A Python library for automating interaction with websites. MIT

GitHub (👨‍💻 46 · 🔀 360 · 📥 40 · 📋 160 - 18% open · ⏱️ 09.06.2021):
```
 git clone https://github.com/MechanicalSoup/MechanicalSoup
```
PyPi (📥 310K / month · 📦 430 · ⏱️ 29.05.2021):
```
 pip install MechanicalSoup
```

Conda (📥 120K · ⏱️ 31.05.2021):

 conda install -c conda-forge mechanicalsoup

pytrends (🥈28 · ⭐ 2.1K) - Pseudo API for Google Trends. Apache-2

GitHub (👨‍💻 70 · 🔀 620 · 📦 1.1K · 📋 380 - 24% open · ⏱️ 23.04.2021):
```
 git clone https://github.com/GeneralMills/pytrends
```
PyPi (📥 95K / month · 📦 82 · ⏱️ 22.05.2020):
```
 pip install pytrends
```

soupsieve (🥈28 · ⭐ 110) - A modern CSS selector implementation for BeautifulSoup. MIT

GitHub (👨‍💻 8 · 🔀 21 · 📦 140K · 📋 94 - 13% open · ⏱️ 07.07.2021):
```
 git clone https://github.com/facelessuser/soupsieve
```
PyPi (📥 21M / month · 📦 4.2K · ⏱️ 09.02.2021):
```
 pip install soupsieve
```

Conda (📥 3.4M · ⏱️ 17.08.2020):

 conda install -c conda-forge soupsieve

pyspider (🥈27 · ⭐ 15K · 💤) - A Powerful Spider(Web Crawler) System in Python. Apache-2

GitHub (👨‍💻 62 · 🔀 3.6K · 📦 300 · 📋 830 - 34% open · ⏱️ 02.08.2020):
```
 git clone https://github.com/binux/pyspider
```
PyPi (📥 5.2K / month · 📦 60 · ⏱️ 18.04.2018):
```
 pip install pyspider
```

extruct (🥈26 · ⭐ 610) - Extract embedded metadata from HTML markup. BSD-3

GitHub (👨‍💻 29 · 🔀 89 · 📦 300 · 📋 80 - 37% open · ⏱️ 11.08.2021):
```
 git clone https://github.com/scrapinghub/extruct
```
PyPi (📥 85K / month · 📦 42 · ⏱️ 26.07.2021):
```
 pip install extruct
```

micawber (🥈26 · ⭐ 540) - a small library for extracting rich content from urls. MIT

GitHub (👨‍💻 27 · 🔀 84 · 📦 600 · ⏱️ 12.07.2021):
```
 git clone https://github.com/coleifer/micawber
```
PyPi (📥 13K / month · 📦 370 · ⏱️ 12.07.2021):
```
 pip install micawber
```

Grab (🥈25 · ⭐ 2.1K · 💤) - Web Scraping Framework. MIT

GitHub (👨‍💻 65 · 🔀 250 · 📦 320 · 📋 220 - 12% open · ⏱️ 08.12.2020):
```
 git clone https://github.com/lorien/grab
```
PyPi (📥 4K / month · 📦 210 · ⏱️ 24.06.2018):
```
 pip install grab
```

Gerapy (🥉23 · ⭐ 2.5K) - Distributed Crawler Management Framework Based on Scrapy, Scrapyd,.. MIT

GitHub (👨‍💻 10 · 🔀 520 · 📦 110 · 📋 170 - 30% open · ⏱️ 31.07.2021):
```
 git clone https://github.com/Gerapy/Gerapy
```
PyPi (📥 710 / month · 📦 8 · ⏱️ 31.07.2021):
```
 pip install gerapy
```

ruia (🥉23 · ⭐ 1.5K) - Async Python 3.6+ web scraping micro-framework based on asyncio. Apache-2

GitHub (👨‍💻 15 · 🔀 160 · 📥 13 · 📦 53 · 📋 89 - 3% open · ⏱️ 29.07.2021):
```
 git clone https://github.com/howie6879/ruia
```
PyPi (📥 420 / month · 📦 6 · ⏱️ 07.05.2021):
```
 pip install ruia
```

trafilatura (🥉23 · ⭐ 240) - Web scraping library and command-line tool for text discovery.. ❗️GPL-3.0

GitHub (👨‍💻 14 · 🔀 45 · 📦 83 · 📋 85 - 23% open · ⏱️ 11.08.2021):
```
 git clone https://github.com/adbar/trafilatura
```
PyPi (📥 80K / month · ⏱️ 02.08.2021):
```
 pip install trafilatura
```

AutoScraper (🥉21 · ⭐ 3.9K) - A Smart, Automatic, Fast and Lightweight Web Scraper for Python. MIT

GitHub (👨‍💻 6 · 🔀 390 · 📦 84 · 📋 39 - 15% open · ⏱️ 03.02.2021):
```
 git clone https://github.com/alirezamika/autoscraper
```
PyPi (📥 1.5K / month · ⏱️ 23.01.2021):
```
 pip install autoscraper
```

gazpacho (🥉20 · ⭐ 590) - The simple, fast, and modern web scraping library. MIT

GitHub (👨‍💻 16 · 🔀 55 · 📦 120 · 📋 44 - 27% open · ⏱️ 24.04.2021):
```
 git clone https://github.com/maxhumber/gazpacho
```
PyPi (📥 9.9K / month · 📦 2 · ⏱️ 09.10.2020):
```
 pip install gazpacho
```

beautifulsoup4 (🥉20 · 💤) - Screen-scraping library. MIT

PyPi (📥 21M / month · 📦 62K · ⏱️ 03.10.2020):
```
 pip install beautifulsoup4
```

Conda (📥 4.7M · ⏱️ 03.10.2020):

 conda install -c conda-forge beautifulsoup4

dirsearch (🥉19 · ⭐ 6.6K) - Web path scanner. ❗️GPL-2.0

GitHub (👨‍💻 84 · 🔀 1.6K · 📦 1 · 📋 330 - 9% open · ⏱️ 19.08.2021):
```
 git clone https://github.com/maurosoria/dirsearch
```

Lassie (🥉18 · ⭐ 530) - Web Content Retrieval for Humans. MIT

GitHub (👨‍💻 15 · 🔀 43 · 📦 26 · 📋 38 - 23% open · ⏱️ 20.08.2021):
```
 git clone https://github.com/michaelhelmick/lassie
```
PyPi (📥 880 / month · 📦 14 · ⏱️ 20.08.2021):
```
 pip install lassie
```

Scrapera (🥉14 · ⭐ 280) - A universal package of scraper scripts for humans. MIT

GitHub (👨‍💻 3 · 🔀 15 · 📋 7 - 28% open · ⏱️ 31.03.2021):
```
 git clone https://github.com/DarshanDeshpande/Scrapera
```
PyPi (📥 200 / month · ⏱️ 07.02.2021):
```
 pip install scrapera
```

Transistor (🥉14 · ⭐ 210 · 💤) - Transistor, a Python web scraping framework for intelligent use.. MIT

GitHub (👨‍💻 2 · 🔀 19 · 📥 64 · 📋 63 - 95% open · ⏱️ 16.08.2020):
```
 git clone https://github.com/bomquote/transistor
```
PyPi (📥 98 / month · ⏱️ 03.08.2020):
```
 pip install transistor
```

Show 11 hidden projects...

Pattern (🥈29 · ⭐ 8K · 💀) - Web mining module for Python, with tools for scraping, natural.. BSD-3
python-goose (🥈25 · ⭐ 3.7K · 💀) - Html Content / Article Extractor, web scrapping lib in.. Apache-2
scrapely (🥉24 · ⭐ 1.8K · 💀) - A pure-python HTML screen-scraping library. BSD-3
robobrowser (🥉23 · ⭐ 3.6K · 💀) - Your friendly neighborhood web scraper. BSD-3
frontera (🥉22 · ⭐ 1.2K · 💀) - A scalable frontier for web crawlers. BSD-3
Photon (🥉21 · ⭐ 8.1K · 💀) - Incredibly fast crawler designed for OSINT. ❗️GPL-3.0
snallygaster (🥉18 · ⭐ 1.9K) - Tool to scan for secret files on HTTP servers. ❗️CC0-1.0
Cola (🥉18 · ⭐ 1.4K · 💀) - A high-level distributed crawling framework. Apache-2
opengraph (🥉18 · ⭐ 200 · 💀) - A python module to parse the Open Graph Protocol. MIT
gain (🥉17 · ⭐ 2K · 💀) - Web crawling framework based on asyncio. ❗️GPL-3.0
lazynlp (🥉13 · ⭐ 1.9K · 💀) - Library to scrape and clean web pages to create massive datasets. MIT

Monitoring

sentry (🥇33 · ⭐ 29K) - Sentry is cross-platform application monitoring, with a focus on.. ❗️SSPL-1.0

GitHub (👨‍💻 610 · 🔀 3.2K · 📥 41K · 📦 530 · 📋 4.7K - 7% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/getsentry/sentry
```
PyPi (📥 59K / month · 📦 640 · ⏱️ 15.08.2021):
```
 pip install sentry
```

Conda (📥 100K · ⏱️ 27.07.2021):

 conda install -c conda-forge sentry-sdk

Prometheus Client (🥇26 · ⭐ 2.3K) - Python client for the Prometheus monitoring system. Apache-2

GitHub (👨‍💻 110 · 🔀 570 · 📋 360 - 9% open · ⏱️ 06.07.2021):
```
 git clone https://github.com/prometheus/client_python
```
PyPi (📥 23M / month · ⏱️ 01.06.2021):
```
 pip install prometheus-client
```

opentracing-python (🥈25 · ⭐ 740) - OpenTracing API for Python. Apache-2

GitHub (👨‍💻 33 · 🔀 110 · 📋 48 - 33% open · ⏱️ 13.04.2021):
```
 git clone https://github.com/opentracing/opentracing-python
```
PyPi (📥 1.9M / month · 📦 300 · ⏱️ 19.11.2020):
```
 pip install opentracing
```

Flask-MonitoringDashboard (🥈25 · ⭐ 550) - Automatically monitor the evolving performance of.. MIT

GitHub (👨‍💻 26 · 🔀 120 · 📦 1.1K · 📋 170 - 28% open · ⏱️ 06.05.2021):
```
 git clone https://github.com/flask-dashboard/Flask-MonitoringDashboard
```
PyPi (📥 6.6K / month · 📦 14 · ⏱️ 09.09.2020):
```
 pip install flask-monitoringdashboard
```

prometheus-flask-exporter (🥈25 · ⭐ 370) - Prometheus exporter for Flask applications. MIT

GitHub (👨‍💻 18 · 🔀 93 · 📋 87 - 16% open · ⏱️ 25.07.2021):
```
 git clone https://github.com/rycus86/prometheus_flask_exporter
```
PyPi (📥 12M / month · 📦 40 · ⏱️ 04.05.2021):
```
 pip install prometheus-flask-exporter
```

ngxtop (🥉22 · ⭐ 6.2K · 💤) - Real-time metrics for nginx server. MIT

GitHub (👨‍💻 9 · 🔀 460 · 📦 29 · 📋 89 - 69% open · ⏱️ 21.12.2020):
```
 git clone https://github.com/lebinh/ngxtop
```
PyPi (📥 4.7K / month · 📦 18 · ⏱️ 21.12.2020):
```
 pip install ngxtop
```

opentelemetry-python (🥉19 · ⭐ 650) - OpenTelemetry Python API and SDK. Apache-2

GitHub (👨‍💻 120 · 🔀 230 · 📋 810 - 10% open · ⏱️ 26.08.2021):
```
 git clone https://github.com/open-telemetry/opentelemetry-python
```
PyPi (📥 2.5K / month · ⏱️ 13.11.2020):
```
 pip install timing-asgi
```

GoAccess (🥉18 · ⭐ 14K) - GoAccess is a real-time web log analyzer and interactive viewer that runs.. MIT

GitHub (👨‍💻 130 · 🔀 900 · 📋 1.9K - 16% open · ⏱️ 15.08.2021):
```
 git clone https://github.com/allinurl/goaccess
```

starlette context (🥉18 · ⭐ 180) - Middleware for Starlette that allows you to store and.. MIT

GitHub (👨‍💻 5 · 🔀 9 · 📋 24 - 16% open · ⏱️ 28.06.2021):
```
 git clone https://github.com/tomwojcik/starlette-context
```
PyPi (📥 37K / month · ⏱️ 28.06.2021):
```
 pip install starlette-context
```

flask-state (🥉17 · ⭐ 610) - Display machine state using Python3 with Flask. BSD-3

GitHub (👨‍💻 10 · 🔀 50 · 📋 23 - 30% open · ⏱️ 18.06.2021):
```
 git clone https://github.com/yoobool/flask-state
```
PyPi (📥 110 / month · ⏱️ 18.06.2021):
```
 pip install Flask-State
```

Starlette Prometheus (🥉17 · ⭐ 160) - Prometheus integration for Starlette. ❗️GPL-3.0

GitHub (👨‍💻 10 · 🔀 22 · 📋 16 - 31% open · ⏱️ 10.05.2021):
```
 git clone https://github.com/perdy/starlette-prometheus
```
PyPi (📥 22K / mont

Aug	SEP	Oct
	18
2020	2021	2022

ml-tooling / best-of-web-python Public

Latest commit

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Files

README.md

Best-of Web Development with Python

Contents

Explanation

Web Frameworks

HTTP Clients

Servers

Authorization & Authentication

HTML Processing

URL Utilities

OpenAPI Utilities

GraphQL Utilities

Websocket Utilities

RPC Utilities

Serverless

Content Management Systems

Web Testing

Web Forms

Markdown

Third-party Web APIs

Email

Web Scraping & Crawling

Monitoring