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ml-tooling/best-of-web-python: 🏆 A ranked list of awesome python libraries for web development. Updated weekly.

Best-of Web Development with Python

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

This curated list contains 580 awesome open-source projects with a total of 3.3M 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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General purpose web frameworks to build web applications and REST APIs.

flask (🥇46 · ⭐ 70K) - The Python micro framework for building web applications. BSD-3 django (🥇45 · ⭐ 85K) - The Web framework for perfectionists with deadlines. BSD-3 fastapi (🥇44 · ⭐ 88K) - FastAPI framework, high performance, easy to learn, fast to.. MIT django-rest-framework (🥇43 · ⭐ 29K) - Web APIs for Django. BSD-3 tornado (🥇43 · ⭐ 22K) - Tornado is a Python web framework and asynchronous networking.. Apache-2 werkzeug (🥈41 · ⭐ 6.8K) - The comprehensive WSGI web application library. BSD-3 starlette (🥈39 · ⭐ 11K) - The little ASGI framework that shines. BSD-3 sanic (🥈38 · ⭐ 18K) - Accelerate your web app development | Build fast. Run fast. MIT falcon (🥈37 · ⭐ 9.7K) - The no-magic web API and microservices framework for Python.. Apache-2 bottle (🥈37 · ⭐ 8.6K) - bottle.py is a fast and simple micro-framework for python web-applications. MIT Flask-AppBuilder (🥈36 · ⭐ 4.9K) - Simple and rapid application development framework,.. BSD-3 CherryPy (🥈31 · ⭐ 1.9K) - CherryPy is a pythonic, object-oriented HTTP framework... BSD-3 litestar (🥈30 · ⭐ 7.3K) - Production-ready, Light, Flexible and Extensible ASGI API framework.. MIT robyn (🥈30 · ⭐ 6.4K) - Robyn is a Super Fast Async Python Web Framework with a Rust runtime. BSD-2 eve (🥉29 · ⭐ 6.7K) - REST API framework designed for human beings. BSD-3 django-tastypie (🥉28 · ⭐ 3.9K) - Creating delicious APIs for Django apps since 2010. BSD-3 responder (🥉27 · ⭐ 3.6K) - A familiar HTTP Service Framework for Python. Apache-2 webpy (🥉26 · ⭐ 5.9K) - web.py is a web framework for python that is as simple as it is.. Unlicense masonite (🥉24 · ⭐ 2.3K) - The Modern And Developer Centric Python Web Framework. Be sure to read.. MIT web2py (🥉24 · ⭐ 2.2K) - Free and open source full-stack enterprise framework for agile.. ❗️LGPL-3.0 emmett (🥉24 · ⭐ 1.2K) - The web framework for inventors. BSD-3 guillotina (🥉23 · ⭐ 200) - Python AsyncIO data API to manage billions of resources. BSD-3 flama (🥉18 · ⭐ 280) - Fire up your models with the flame. Apache-2 view.py (🥉14 · ⭐ 210) - The Batteries-Detachable Web Framework. MIT Show 11 hidden projects...

requests (🥇46 · ⭐ 53K) - A simple, yet elegant, HTTP library. Apache-2 urllib3 (🥇42 · ⭐ 3.9K) - urllib3 is a user-friendly HTTP client library for Python. MIT httpx (🥈37 · ⭐ 14K) - A next generation HTTP client for Python. BSD-3 httpcore (🥈33 · ⭐ 520) - A minimal HTTP client. BSD-3 aiohttp (🥈31 · ⭐ 16K) - Asynchronous HTTP client/server framework for asyncio and Python. Apache-2 httplib2 (🥈30 · ⭐ 500) - Small, fast HTTP client library for Python. Features persistent.. MIT httpie (🥈29 · ⭐ 36K · 💤) - HTTPie CLI modern, user-friendly command-line HTTP client for the API.. BSD-3 requests-toolbelt (🥈29 · ⭐ 1K · 💤) - A toolbelt of useful classes and functions to be used.. Apache-2 requests-futures (🥉28 · ⭐ 2.2K) - Asynchronous Python HTTP Requests for Humans using.. Apache-2 treq (🥉28 · ⭐ 590) - Python requests like API built on top of Twisteds HTTP client. MIT grequests (🥉27 · ⭐ 4.6K · 💤) - Requests + Gevent = 3. BSD-2 python-zeep (🥉27 · ⭐ 1.9K · 💤) - A Python SOAP client. MIT httptools (🥉27 · ⭐ 1.3K · 💤) - Fast HTTP parser. MIT Show 6 hidden projects...

gunicorn (🥇40 · ⭐ 10K) - gunicorn Green Unicorn is a WSGI HTTP Server for UNIX, fast clients and.. MIT uvicorn (🥇39 · ⭐ 9.6K) - An ASGI web server, for Python. BSD-3 gevent (🥈37 · ⭐ 6.4K) - Coroutine-based concurrency library for Python. MIT asgiref (🥈34 · ⭐ 1.6K) - ASGI specification and utilities. BSD-3 whitenoise (🥈33 · ⭐ 2.7K) - Radically simplified static file serving for Python web apps. MIT livereload (🥉25 · ⭐ 1K) - livereload server in python. BSD-3 mangum (🥉23 · ⭐ 1.9K) - AWS Lambda support for ASGI applications. MIT Hypercorn (🥉22 · ⭐ 1.4K) - Hypercorn is an ASGI Server based on Hyper libraries and inspired by.. MIT Show 4 hidden projects...
Authorization & Authentication

django-allauth (🥇40 · ⭐ 10K) - Integrated set of Django applications addressing.. MIT oauthlib (🥇39 · ⭐ 2.9K) - A generic, spec-compliant, thorough implementation of the OAuth.. BSD-3 pyjwt (🥇36 · ⭐ 5.4K) - JSON Web Token implementation in Python. MIT requests-oauthlib (🥇34 · ⭐ 1.8K) - OAuthlib support for Python-Requests!. ISC authlib (🥈33 · ⭐ 4.9K) - The ultimate Python library in building OAuth, OpenID Connect clients.. BSD-3 django-guardian (🥈32 · ⭐ 3.8K) - Per object permissions for Django. BSD-2 flask-login (🥈31 · ⭐ 3.6K · 💤) - Flask user session management. MIT google-auth (🥈31 · ⭐ 840) - Google Auth Python Library. Apache-2 dj-rest-auth (🥈29 · ⭐ 1.8K · 💤) - Authentication for Django Rest Framework. MIT python-jose (🥈29 · ⭐ 1.7K) - A JOSE implementation in Python. MIT flask-jwt-extended (🥈29 · ⭐ 1.6K · 💤) - An open source Flask extension that provides JWT.. MIT fastapi-users (🥈28 · ⭐ 5.5K · 💤) - Ready-to-use and customizable users management for.. MIT pyotp (🥈28 · ⭐ 3.2K) - Python One-Time Password Library. MIT djoser (🥈28 · ⭐ 2.7K) - REST implementation of Django authentication system. MIT Flask-HTTPAuth (🥈28 · ⭐ 1.3K · 💤) - Simple extension that provides Basic, Digest and Token.. MIT django-rest-framework-simplejwt (🥉26 · ⭐ 4.2K) - A JSON Web Token authentication plugin for the Django.. MIT django-rest-knox (🥉23 · ⭐ 1.2K) - Authentication Module for django rest auth. MIT django-cas-ng (🥉22 · ⭐ 390) - Django CAS 1.0/2.0/3.0 client authentication library,.. MIT authomatic (🥉21 · ⭐ 1K) - Simple yet powerful authorization / authentication client library for.. MIT django-rules (🥉20 · ⭐ 1.9K · 💤) - Awesome Django authorization, without the database. MIT django-stronghold (🥉19 · ⭐ 400 · 💤) - Get inside your stronghold and make all your Django.. MIT flask-praetorian (🥉19 · ⭐ 350 · 💤) - Strong, Simple, and Precise security for Flask APIs.. MIT fastapi_login (🥉17 · ⭐ 700) - FastAPI-Login tries to provide similar functionality as.. MIT flask_simplelogin (🥉16 · ⭐ 200) - Simple Login - Login Extension for Flask. MIT pyramid_jwt (🥉11 · ⭐ 76 · 💤) - JWT authentication for Pyramid. BSD-2 Show 14 hidden projects...

lxml (🥇37 · ⭐ 2.9K) - The lxml XML toolkit for Python. BSD-3 WeasyPrint (🥈35 · ⭐ 8K) - The awesome document factory. BSD-3 markupsafe (🥈35 · ⭐ 660) - Safely add untrusted strings to HTML/XML markup. BSD-3 bleach (🥈32 · ⭐ 2.7K) - Bleach is an allowed-list-based HTML sanitizing library that escapes.. Apache-2 xhtml2pdf (🥈32 · ⭐ 2.3K) - A library for converting HTML into PDFs using ReportLab. Apache-2 pyquery (🥉28 · ⭐ 2.4K · 💤) - A jquery-like library for python. BSD-3 selectolax (🥉25 · ⭐ 1.4K) - Python binding to Modest and Lexbor engines (fast HTML5 parser with.. MIT html5-parser (🥉19 · ⭐ 690 · 💤) - Fast C based HTML 5 parsing for python. Apache-2 Show 2 hidden projects...

tldextract (🥇31 · ⭐ 1.9K) - Accurately separates a URLs subdomain, domain, and public suffix,.. BSD-3 shortuuid (🥈28 · ⭐ 2.1K · 💤) - A generator library for concise, unambiguous and URL-safe UUIDs. BSD-3 furl (🥈26 · ⭐ 2.7K) - URL parsing and manipulation made easy. Unlicense Yarl (🥈26 · ⭐ 1.4K) - Yet another URL library. Apache-2 uritemplate (🥈26 · ⭐ 240) - URI template parsing per RFC6570. BSD-3 Show 1 hidden projects...

🔗 OpenAPI-Specification ( ⭐ 30K) - The OpenAPI Specification Repository.

OpenAPI Generator (🥇44 · ⭐ 25K) - OpenAPI Generator allows generation of API client.. Apache-2 swagger-ui (🥇37 · ⭐ 28K) - Swagger UI is a collection of HTML, JavaScript, and CSS.. Apache-2 apispec (🥇33 · ⭐ 1.2K) - A pluggable API specification generator. Currently supports the.. MIT redoc (🥈32 · ⭐ 25K) - OpenAPI/Swagger-generated API Reference Documentation. MIT swagger-codegen (🥈32 · ⭐ 18K) - swagger-codegen contains a template-driven engine to.. Apache-2 connexion (🥈32 · ⭐ 4.6K) - Connexion is a modern Python web framework that makes spec-.. Apache-2 AutoRest (🥈31 · ⭐ 4.8K) - OpenAPI (f.k.a Swagger) Specification code generator. Supports C#,.. MIT drf-yasg (🥈31 · ⭐ 3.5K) - Automated generation of real Swagger/OpenAPI 2.0 schemas.. BSD-3 drf-spectacular (🥈31 · ⭐ 2.7K) - Sane and flexible OpenAPI 3 schema generation for Django.. BSD-3 datamodel-code-generator (🥉29 · ⭐ 3.4K) - Pydantic model and dataclasses.dataclass generator.. MIT openapi-python-client (🥉29 · ⭐ 1.6K) - Generate modern Python clients from OpenAPI. MIT OpenAPI Spec validator (🥉29 · ⭐ 370) - OpenAPI Spec Validator is a CLI, pre-commit hook and.. Apache-2 openapi-core (🥉27 · ⭐ 340) - Openapi-core is a Python library that adds client-side and.. BSD-3 Spectree (🥉20 · ⭐ 340) - API spec validator and OpenAPI document generator for Python.. Apache-2 pyramid_openapi3 (🥉19 · ⭐ 83) - Pyramid addon for OpenAPI3 validation of requests and.. MIT Show 7 hidden projects...

🔗 GraphQL Specification ( ⭐ 14K) - GraphQL is a query language and execution engine tied to any..

graphene (🥇33 · ⭐ 8.2K · 💤) - GraphQL framework for Python. MIT graphene-django (🥇30 · ⭐ 4.4K) - Build powerful, efficient, and flexible GraphQL APIs.. MIT graphql-core (🥇30 · ⭐ 520) - A Python 3.6+ port of the GraphQL.js reference implementation of.. MIT Strawberry GraphQL (🥈29 · ⭐ 4.4K) - A GraphQL library for Python that leverages type.. MIT ariadne (🥈27 · ⭐ 2.3K) - Python library for implementing GraphQL servers using schema-first.. BSD-3 graphene-mongo (🥈22 · ⭐ 290) - Graphene MongoEngine integration. MIT graphene-pydantic (🥉16 · ⭐ 240 · 💤) - Integrate GraphQL with your Pydantic models. Apache-2 Show 8 hidden projects...

websockets (🥇38 · ⭐ 5.5K) - Library for building WebSocket servers and clients in Python. BSD-3 websocket-client (🥇34 · ⭐ 3.7K · 💤) - WebSocket client for Python. Apache-2 python-socketio (🥈32 · ⭐ 4.2K) - Python Socket.IO server and client. MIT autobahn-python (🥈32 · ⭐ 2.5K) - WebSocket and WAMP in Python for Twisted and asyncio. MIT daphne (🥈31 · ⭐ 2.6K) - Django Channels HTTP/WebSocket server. BSD-3 Flask-SocketIO (🥉30 · ⭐ 5.5K · 💤) - Socket.IO integration for Flask applications. MIT websockify (🥉27 · ⭐ 4.2K) - Websockify is a WebSocket to TCP proxy/bridge. This allows a.. ❗️LGPL-3.0 httpx-ws (🥉22 · ⭐ 130) - WebSocket support for HTTPX. MIT Show 4 hidden projects...

grpc (🥇46 · ⭐ 43K) - C++ based gRPC (C++, Python, Ruby, Objective-C, PHP, C#). Apache-2 rpyc (🥈30 · ⭐ 1.7K) - RPyC (Remote Python Call) - A transparent and symmetric RPC library for python. MIT fastapi-jsonrpc (🥉18 · ⭐ 320) - JSON-RPC server based on fastapi. MIT ucall (🥉17 · ⭐ 1.2K · 💤) - Web Serving and Remote Procedure Calls at 50x lower latency and.. Apache-2 Show 1 hidden projects...

chalice (🥇33 · ⭐ 11K · 📉) - Python Serverless Microframework for AWS. Apache-2 Show 3 hidden projects...
Content Management Systems

wagtail (🥇39 · ⭐ 19K) - A Django content management system focused on flexibility and user.. BSD-3 django-cms (🥈35 · ⭐ 11K) - The easy-to-use and developer-friendly enterprise CMS powered.. BSD-3 mezzanine (🥈30 · ⭐ 4.8K) - CMS framework for Django. BSD-2 lektor (🥉27 · ⭐ 3.9K) - The lektor static file content management system. BSD-3 feincms (🥉22 · ⭐ 1K) - A Django-based CMS with a focus on extensibility and concise code. BSD-3 Show 1 hidden projects...

selenium (🥇48 · ⭐ 33K) - A browser automation framework and ecosystem. Apache-2 coverage (🥇40 · ⭐ 3.2K) - The code coverage tool for Python. Apache-2 mitmproxy (🥇39 · ⭐ 40K) - An interactive TLS-capable intercepting HTTP proxy for penetration.. MIT Locust (🥇38 · ⭐ 27K) - Write scalable load tests in plain Python. MIT SeleniumBase (🥇34 · ⭐ 12K) - Python APIs for web automation, testing, and bypassing bot-detection. MIT responses (🥈32 · ⭐ 4.3K) - A utility for mocking out the Python Requests library. Apache-2 vcrpy (🥈31 · ⭐ 2.8K) - Automatically mock your HTTP interactions to simplify and speed up testing. MIT Prism (🥈30 · ⭐ 4.7K) - Turn any OpenAPI2/3 and Postman Collection file into an API server.. Apache-2 httprunner (🥈30 · ⭐ 4.2K) - HttpRunner API/UI. Apache-2 django-silk (🥈28 · ⭐ 4.8K) - Silky smooth profiling for Django. MIT schemathesis (🥈28 · ⭐ 2.7K) - Catch API bugs before your users do. MIT SeleniumLibrary (🥈28 · ⭐ 1.4K) - Web testing library for Robot Framework. Apache-2 splinter (🥈27 · ⭐ 2.8K · 💤) - splinter - python test framework for web applications. BSD-3 factory_boy (🥈26 · ⭐ 3.7K) - A test fixtures replacement for Python. MIT tavern (🥈26 · ⭐ 1.1K) - A command-line tool and Python library and Pytest plugin for automated.. MIT webtest (🥈25 · ⭐ 340) - Wraps any WSGI application and makes it easy to send test requests to that.. MIT playwright (🥉24 · ⭐ 13K) - A high-level API to automate web browsers. Apache-2 selene (🥉24 · ⭐ 720) - User-oriented Web UI browser tests in Python. MIT pytest-flask (🥉23 · ⭐ 500 · 💤) - A set of pytest fixtures to test Flask applications. MIT requestium (🥉22 · ⭐ 1.8K) - Integration layer between Requests and Selenium for automation of.. BSD-3 Model Bakery (🥉22 · ⭐ 920) - Object factory for Django. Apache-2 selenium-python-helium (🥉21 · ⭐ 8K) - Lighter web automation with Python. MIT django-test-plus (🥉21 · ⭐ 630) - Useful additions to Djangos default TestCase. BSD-3 fsociety (🥉20 · ⭐ 1.6K) - A Modular Penetration Testing Framework. MIT aioresponses (🥉20 · ⭐ 550 · 💤) - Aioresponses is a helper for mock/fake web requests in python.. MIT python-mocket (🥉20 · ⭐ 300) - a socket mock framework - for all kinds of socket animals, web-.. BSD-3 flask-debugtoolbar (🥉19 · ⭐ 950 · 📉) - MongoDB Bugbounty POC by @nvk0x. BSD-3 gabbi (🥉18 · ⭐ 150) - Declarative HTTP Testing for Python and anything else. Apache-2 Show 22 hidden projects...

django-crispy-forms (🥇32 · ⭐ 5.1K) - The best way to have DRY Django forms. The app.. MIT wtforms (🥇32 · ⭐ 1.6K) - A flexible forms validation and rendering library for Python. BSD-3 flask-wtf (🥉27 · ⭐ 1.5K) - Simple integration of Flask and WTForms, including CSRF, file.. BSD-3 django-formtools (🥉22 · ⭐ 860) - A set of high-level abstractions for Django forms. BSD-3 Show 1 hidden projects...

markdown (🥇37 · ⭐ 4.1K) - A Python implementation of John Grubers Markdown with Extension support. BSD-3 pelican (🥇35 · ⭐ 13K) - Static site generator that supports Markdown and reST syntax... ❗️AGPL-3.0 mistune (🥈33 · ⭐ 2.8K) - A fast yet powerful Python Markdown parser with renderers and plugins. BSD-3 markdown-it-py (🥈32 · ⭐ 930 · 📈) - Markdown parser, done right. 100% CommonMark support,.. MIT pymdown-extensions (🥈31 · ⭐ 1.1K) - Extensions for Python Markdown. MIT python-markdown2 (🥉26 · ⭐ 2.8K) - markdown2: A fast and complete implementation of Markdown in.. MIT html2text (🥉25 · ⭐ 2K) - Convert HTML to Markdown-formatted text. ❗️GPL-3.0 django-markdown-editor (🥉24 · ⭐ 860) - Awesome Django Markdown Editor, supported for.. ❗️GPL-3.0 django-markdownx (🥉23 · ⭐ 920) - Comprehensive Markdown plugin built for Django. BSD-3 mistletoe (🥉20 · ⭐ 950) - A fast, extensible and spec-compliant Markdown parser in pure Python. MIT Show 2 hidden projects...

🔗 Public APIs ( ⭐ 360K) - A collective list of free APIs.

🔗 best-of-ml-python - DB Clients ( ⭐ 22K) - Collection of python database client libraries.

youtube-dl (🥇40 · ⭐ 140K) - Command-line program to download videos from YouTube.com and.. Unlicense google-api-python-client (🥇40 · ⭐ 8.4K) - The official Python client library for Googles.. Apache-2 GitPython (🥇39 · ⭐ 4.9K) - GitPython is a python library used to interact with Git repositories. BSD-3 python-telegram-bot (🥇38 · ⭐ 28K) - We have made you a wrapper you cant refuse. ❗️GPL-3.0 discord.py (🥇38 · ⭐ 16K) - An API wrapper for Discord written in Python. MIT tweepy (🥇37 · ⭐ 11K) - Twitter for Python!. MIT PyGithub (🥇37 · ⭐ 7.5K) - Typed interactions with the GitHub API v3. ❗️LGPL-3.0 gallery-dl (🥈35 · ⭐ 15K) - Command-line program to download image galleries and collections.. ❗️GPL-2.0 Telethon (🥈35 · ⭐ 11K) - Pure Python 3 MTProto API Telegram client library, for bots too!. MIT gspread (🥈35 · ⭐ 7.4K) - Google Sheets Python API. MIT pyTelegramBotAPI (🥈34 · ⭐ 8.5K) - Python Telegram bot api. ❗️GPL-2.0 python-slack-sdk (🥈33 · ⭐ 3.9K) - Slack Developer Kit for Python. MIT slackclient (🥈33 · ⭐ 3.9K) - Slack Developer Kit for Python. MIT praw (🥈33 · ⭐ 3.8K) - PRAW, an acronym for Python Reddit API Wrapper, is a python package that.. BSD-2 twilio (🥈33 · ⭐ 2K) - A Python module for communicating with the Twilio API and generating TwiML. MIT jira (🥈32 · ⭐ 2.1K) - Python Jira library. Development chat available on.. BSD-2 hvac (🥈31 · ⭐ 1.3K) - Python 3.X client for HashiCorp Vault. Apache-2 stripe (🥈30 · ⭐ 1.8K) - Python library for the Stripe API. MIT thumbor (🥈29 · ⭐ 10K) - thumbor is an open-source photo thumbnail service by globo.com. MIT spotipy (🥈29 · ⭐ 5.3K) - A light weight Python library for the Spotify Web API. MIT sherlock (🥉28 · ⭐ 68K) - Hunt down social media accounts by username across social networks. MIT wechatpy (🥉27 · ⭐ 4.2K) - WeChat SDK for Python. MIT imdbpy (🥉26 · ⭐ 1.3K) - Cinemagoer is a Python package useful to retrieve and manage the.. ❗️GPL-2.0 python-twitter (🥉24 · ⭐ 3.4K · 💤) - A Python wrapper around the Twitter API. Apache-2 notion-sdk-py (🥉24 · ⭐ 2K) - Notion API client SDK, rewritten in Python! (sync + async). MIT simple-salesforce (🥉24 · ⭐ 1.8K) - A very simple Salesforce.com REST API client for Python. Apache-2 scdl (🥉23 · ⭐ 3.7K) - Soundcloud Music Downloader. ❗️GPL-2.0 twitter (🥉23 · ⭐ 3.3K) - Python Twitter API. MIT py-googletrans (🥉22 · ⭐ 4.1K) - (unofficial) Googletrans: Free and Unlimited Google translate.. MIT notion-py (🥉20 · ⭐ 4.4K) - Unofficial Python API client for Notion.so. MIT ghapi (🥉19 · ⭐ 660) - A delightful and complete interface to GitHubs amazing API. Apache-2 Show 23 hidden projects...

modoboa (🥇29 · ⭐ 3.3K) - Mail hosting made simple. ISC flask-mail (🥇29 · ⭐ 630) - Flask-Mail adds SMTP mail sending to your Flask applications. BSD-3 fastapi-mail (🥉22 · ⭐ 820) - Fastapi mail system sending mails(individual, bulk).. MIT mailer (🥉18 · ⭐ 280) - A light-weight, modular, message representation and mail delivery framework.. MIT salmon (🥉12 · ⭐ 650) - Moved to Codeberg. ❗️GPL-3.0 Show 6 hidden projects...

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

Scrapy (🥇43 · ⭐ 58K) - Scrapy, a fast high-level web crawling & scraping framework for Python. BSD-3 feedparser (🥇34 · ⭐ 2.2K) - Parse feeds in Python. BSD-2 newspaper3k (🥇30 · ⭐ 15K) - newspaper3k is a news, full-text, and article metadata extraction in.. MIT soupsieve (🥇30 · ⭐ 240) - A modern CSS selector implementation for BeautifulSoup. MIT You-Get (🥈29 · ⭐ 56K) - Dumb downloader that scrapes the web. MIT parsel (🥈29 · ⭐ 1.3K) - Parsel lets you extract data from XML/HTML documents using XPath or CSS.. BSD-3 dirsearch (🥈28 · ⭐ 13K) - Web path scanner. ❗️GPL-2.0 trafilatura (🥈27 · ⭐ 4.6K) - Python & Command-line tool to gather text and metadata on the.. Apache-2 cloudscraper (🥈26 · ⭐ 5.4K) - A Python module to bypass Cloudflares anti-bot page. MIT MechanicalSoup (🥈26 · ⭐ 4.8K) - A Python library for automating interaction with websites. MIT frontera (🥉23 · ⭐ 1.3K) - A scalable frontier for web crawlers. BSD-3 micawber (🥉22 · ⭐ 660 · 💤) - a small library for extracting rich content from urls. MIT Gerapy (🥉21 · ⭐ 3.5K · 💤) - Distributed Crawler Management Framework Based on Scrapy,.. MIT extruct (🥉21 · ⭐ 930) - Extract embedded metadata from HTML markup. BSD-3 Photon (🥉20 · ⭐ 12K) - Incredibly fast crawler designed for OSINT. ❗️GPL-3.0 AutoScraper (🥉17 · ⭐ 6.9K) - A Smart, Automatic, Fast and Lightweight Web Scraper for Python. MIT Show 17 hidden projects...

sentry (🥇42 · ⭐ 42K) - Developer-first error tracking and performance monitoring. ❗️SSPL-1.0 posthog (🥇39 · ⭐ 28K · 📉) - PostHog provides open-source web & product analytics, session.. MIT Prometheus Client (🥈33 · ⭐ 4.2K) - Python client for the Prometheus monitoring system. Apache-2 opentelemetry-python (🥈31 · ⭐ 2.1K) - OpenTelemetry Python API and SDK. Apache-2 GoAccess (🥈27 · ⭐ 20K) - GoAccess is a real-time web log analyzer and interactive viewer that runs.. MIT prometheus-flask-exporter (🥉24 · ⭐ 670) - Prometheus exporter for Flask applications. MIT Flask-MonitoringDashboard (🥉22 · ⭐ 800) - Automatically monitor the evolving performance of.. MIT starlette context (🥉21 · ⭐ 500) - Middleware for Starlette that allows you to store and.. MIT Show 5 hidden projects...

Streamlit (🥇40 · ⭐ 41K · 📈) - Streamlit A faster way to build and share data apps. Apache-2 NiceGUI (🥇35 · ⭐ 13K) - Create web-based user interfaces with Python. The nice way. MIT Panel (🥈33 · ⭐ 5.4K) - Panel: The powerful data exploration & web app framework for Python. BSD-3 pyscript (🥈30 · ⭐ 18K) - PyScript is an open source platform for Python in the browser. Try.. Apache-2 wave (🥈30 · ⭐ 4.2K) - Realtime Web Apps and Dashboards for Python and R. Apache-2 idom (🥉26 · ⭐ 8.1K) - Its React, but in Python. MIT Misago (🥉26 · ⭐ 2.7K) - Misago is fully featured modern forum application that is fast,.. ❗️GPL-2.0 PyWebIO (🥉24 · ⭐ 4.7K) - Write interactive web app in script way. MIT trame (🥉22 · ⭐ 590) - Trame lets you weave various components and technologies into a Web.. Apache-2 Show 3 hidden projects...

flask-admin (🥇37 · ⭐ 6K) - Simple and extensible administrative interface framework for.. BSD-3 django-debug-toolbar (🥇36 · ⭐ 8.3K) - A configurable set of panels that display various.. BSD-3 django-grappelli (🥈30 · ⭐ 3.9K) - A jazzy skin for the Django Admin-Interface (official.. BSD-3 django-admin-interface (🥈28 · ⭐ 2K) - djangos default admin interface with superpowers -.. MIT starlette-admin (🥉25 · ⭐ 830) - Fast, beautiful and extensible administrative interface.. MIT fastapi-admin (🥉21 · ⭐ 3.4K) - A fast admin dashboard based on FastAPI and TortoiseORM.. Apache-2 Show 7 hidden projects...

Kong (🥇38 · ⭐ 42K) - The Cloud-Native API Gateway and AI Gateway. Apache-2 tyk (🥉28 · ⭐ 10K) - Tyk Open Source API Gateway written in Go, supporting REST, GraphQL, TCP.. MPL-2.0

flask-sqlalchemy (🥇34 · ⭐ 4.3K) - Adds SQLAlchemy support to Flask. BSD-3 flask-cors (🥇31 · ⭐ 920) - Cross Origin Resource Sharing ( CORS ) support for Flask. MIT Flask-Migrate (🥇30 · ⭐ 2.4K · 💤) - SQLAlchemy database migrations for Flask applications.. MIT flask-caching (🥈28 · ⭐ 930) - A caching extension for Flask. BSD-3 flask-marshmallow (🥈26 · ⭐ 890) - Flask + marshmallow for beautiful APIs. MIT flask-limiter (🥈25 · ⭐ 1.2K) - Rate Limiting extension for Flask. MIT flask-apispec (🥈24 · ⭐ 660) - Build and document REST APIs with Flask and apispec. MIT Flask-Moment (🥈24 · ⭐ 380 · 💤) - Formatting of dates and times in Flask templates using.. MIT flask-paginate (🥈23 · ⭐ 290 · 💤) - Pagination support for flask. BSD-3 cookiecutter-flask (🥉21 · ⭐ 4.7K) - A flask template with Bootstrap, asset.. MIT safrs (🥉19 · ⭐ 410) - SqlAlchemy Flask-Restful Swagger Json:API OpenAPI. ❗️GPL-3.0 flask_pydantic (🥉19 · ⭐ 400) - flask extension for integration with the awesome pydantic.. MIT flask-jsonrpc (🥉19 · ⭐ 300 · 💤) - Basic JSON-RPC implementation for your Flask-powered.. BSD-3 flask-rebar (🥉19 · ⭐ 240) - Flask-Rebar combines flask, marshmallow, and swagger for.. MIT Show 22 hidden projects...

sqladmin (🥇26 · ⭐ 2.3K) - SQLAlchemy Admin for FastAPI and Starlette. BSD-3 slowapi (🥇23 · ⭐ 1.6K) - A rate limiter for Starlette and FastAPI. MIT fastapi-code-generator (🥈22 · ⭐ 1.2K) - This code generator creates FastAPI app from an.. MIT fastapi-admin/fastapi-admin (🥈21 · ⭐ 3.4K) - A fast admin dashboard based on FastAPI and.. Apache-2 fastapi-utils (🥈21 · ⭐ 2.1K · 💤) - Reusable utilities for FastAPI. MIT fastapi-plugins (🥉16 · ⭐ 480) - FastAPI framework plugins. MIT Show 11 hidden projects...

pyramid_services (🥉12 · ⭐ 82 · 💤) - A service layer for pyramid. MIT Show 2 hidden projects...

django-extensions (🥇36 · ⭐ 6.7K) - This is a repository for collecting global custom.. MIT django-import-export (🥇35 · ⭐ 3.2K) - Django application and library for importing and.. BSD-2 channels (🥇33 · ⭐ 6.3K) - Developer-friendly asynchrony for Django. BSD-3 django-storages (🥇33 · ⭐ 2.9K) - Django-storages is a project to provide a variety of.. BSD-3 django-stubs (🥇33 · ⭐ 1.8K) - PEP-484 stubs for Django. MIT django-oscar (🥇32 · ⭐ 6.5K) - Domain-driven e-commerce for Django. BSD-3 cookiecutter-django (🥇31 · ⭐ 13K) - Cookiecutter Django is a framework for jumpstarting.. BSD-3 django-cors-headers (🥇31 · ⭐ 5.5K) - Django app for handling the server headers required.. MIT django-filter (🥇31 · ⭐ 4.6K) - A generic system for filtering Django QuerySets based on.. BSD-3 django-haystack (🥇31 · ⭐ 3.7K) - Modular search for Django. BSD-3 django-environ (🥇31 · ⭐ 3.1K · 💤) - Django-environ allows you to utilize 12factor inspired.. MIT django-bootstrap3 (🥇31 · ⭐ 2.3K) - Bootstrap 3 integration with Django. BSD-3 Django-Ninja (🥈30 · ⭐ 8.4K) - Fast, Async-ready, Openapi, type hints based framework for.. MIT django-mptt (🥈29 · ⭐ 2.9K) - Utilities for implementing a modified pre-order traversal tree.. MIT django-webpack-loader (🥈29 · ⭐ 2.5K) - Transparently use webpack with django. MIT django-simple-history (🥈29 · ⭐ 2.4K) - Store model history and view/revert changes from.. BSD-3 sorl-thumbnail (🥈29 · ⭐ 1.8K) - Thumbnails for Django. BSD-3 dj-database-url (🥈29 · ⭐ 1.5K) - Use Database URLs in your Django Application. BSD-3 django-waffle (🥈29 · ⭐ 1.2K) - A feature flipper for Django. BSD-3 django-bootstrap4 (🥈29 · ⭐ 1K) - Bootstrap 4 integration with Django. BSD-3 django-taggit (🥈28 · ⭐ 3.4K) - Simple tagging for django. BSD-3 django-model-utils (🥈28 · ⭐ 2.7K) - Django model mixins and utilities. BSD-3 django-braces (🥈28 · ⭐ 2K) - Reusable, generic mixins for Django. BSD-3 django-autocomplete-light (🥈28 · ⭐ 1.8K) - A fresh approach to autocomplete implementations,.. MIT django-pipeline (🥈28 · ⭐ 1.5K) - Pipeline is an asset packaging library for Django. MIT django-reversion (🥈27 · ⭐ 3.1K · 💤) - django-reversion is an extension to the Django web.. BSD-3 django-ckeditor (🥈27 · ⭐ 2.5K) - Django admin CKEditor integration. BSD-3 django-rq (🥈27 · ⭐ 1.9K) - A simple app that provides django integration for RQ (Redis Queue). MIT django-polymorphic (🥈27 · ⭐ 1.8K) - Improved Django model inheritance with automatic.. BSD-3 django-phonenumber-field (🥈27 · ⭐ 1.5K) - A django model and form field for normalised phone.. MIT django-rosetta (🥈27 · ⭐ 1.1K) - Rosetta is a Django application that eases the translation.. MIT django-redis (🥉26 · ⭐ 3K) - Full featured redis cache backend for Django. BSD-3 django-cacheops (🥉26 · ⭐ 2.2K) - A slick ORM cache with automatic granular event-driven.. BSD-3 django-widget-tweaks (🥉26 · ⭐ 2.1K) - Tweak the form field rendering in templates, not in.. MIT django-money (🥉26 · ⭐ 1.7K) - Money fields for Django forms and models. BSD-3 django-countries (🥉26 · ⭐ 1.5K · 📈) - A Django application that provides country choices.. MIT django-cachalot (🥉26 · ⭐ 1.4K) - No effort, no worry, maximum performance. BSD-3 jsonfield (🥉26 · ⭐ 1.2K) - A reusable Django model field for storing ad-hoc JSON data. MIT django-configurations (🥉26 · ⭐ 1.1K · 💤) - A helper for organizing Django project settings by.. BSD-3 django-dbbackup (🥉26 · ⭐ 1.1K) - Management commands to help backup and restore your.. BSD-3 djangorestframework-stubs (🥉26 · ⭐ 510) - PEP-484 stubs for django-rest-framework. MIT django-compressor (🥉25 · ⭐ 2.8K) - Compresses linked and inline javascript or CSS into a.. MIT django-constance (🥉25 · ⭐ 1.8K) - Dynamic Django settings. BSD-3 easy-thumbnails (🥉25 · ⭐ 1.4K · 💤) - Easy thumbnails for Django. BSD-3 django-paypal (🥉25 · ⭐ 730 · 💤) - A pluggable Django application for integrating PayPal.. MIT viewflow (🥉24 · ⭐ 2.8K) - Reusable workflow library for Django. ❗️AGPL-3.0 django-imagekit (🥉24 · ⭐ 2.3K) - Automated image processing for Django. Currently v4.0. BSD-3 django-extra-views (🥉24 · ⭐ 1.4K) - Djangos class-based generic views are awesome, lets.. MIT django-organizations (🥉24 · ⭐ 1.3K) - Multi-user accounts for Django projects. BSD-2 django-sql-explorer (🥉23 · ⭐ 2.8K) - SQL reporting that Just Works. Fast, simple, and.. MIT django-activity-stream (🥉23 · ⭐ 2.4K · 💤) - Generate generic activity streams from the actions on.. BSD-3 django-cleanup (🥉23 · ⭐ 1.2K) - Automatically deletes old file for FileField and.. MIT django-filebrowser (🥉23 · ⭐ 990 · 💤) - Media-Management with Grappelli. BSD-3 django-push-notifications (🥉22 · ⭐ 2.4K) - Send push notifications to mobile devices through GCM.. MIT django-csp (🥉22 · ⭐ 620) - Content Security Policy for Django. BSD-3 django-split-settings (🥉21 · ⭐ 1.2K) - Organize Django settings into multiple files and.. BSD-3 django-lifecycle (🥉20 · ⭐ 1.4K) - Declarative model lifecycle hooks, an alternative to.. MIT django-codemod (🥉20 · ⭐ 180) - A tool to automatically fix Django deprecations. MIT django-easy-audit (🥉19 · ⭐ 810) - Yet another Django audit log app, hopefully the.. ❗️GPL-3.0 Show 17 hidden projects...

twisted (🥇41 · ⭐ 5.8K) - Event-driven networking engine written in Python. MIT jinja (🥇40 · ⭐ 11K) - A very fast and expressive template engine. BSD-3 certbot (🥇38 · ⭐ 32K) - Certbot is EFFs tool to obtain certs from Lets Encrypt and.. Apache-2 scapy (🥇37 · ⭐ 12K) - Scapy: the Python-based interactive packet manipulation program &.. ❗️GPL-2.0 weblate (🥇36 · ⭐ 5.3K) - Web based localization tool with tight version control integration. ❗️GPL-3.0 dnspython (🥇36 · ⭐ 2.6K) - a powerful DNS toolkit for python. ISC web3.py (🥈35 · ⭐ 5.3K · 📉) - A python interface for interacting with the Ethereum blockchain and.. MIT rdflib (🥈35 · ⭐ 2.3K) - RDFLib is a Python library for working with RDF, a simple yet powerful.. BSD-3 pyopenssl (🥈35 · ⭐ 910) - A Python wrapper around the OpenSSL library. Apache-2 impacket (🥈34 · ⭐ 15K) - Impacket is a collection of Python classes for working with network.. Apache-2 itsdangerous (🥈34 · ⭐ 3K) - Safely pass trusted data to untrusted environments and back. BSD-3 saleor (🥈32 · ⭐ 22K) - Saleor Core: the high performance, composable, headless.. BSD-3 pwntools (🥈32 · ⭐ 13K) - CTF framework and exploit development library. MIT pynacl (🥈32 · ⭐ 1.1K) - Python binding to the Networking and Cryptography (NaCl) library. Apache-2 certifi (🥈32 · ⭐ 920) - (Python Distribution) A carefully curated collection of Root.. MPL-2.0 maltrail (🥈31 · ⭐ 7.1K) - Malicious traffic detection system. MIT pywebview (🥈31 · ⭐ 5.4K) - Build GUI for your Python program with JavaScript, HTML, and CSS. BSD-3 webassets (🥈31 · ⭐ 930) - Asset management for Python web development. BSD-2 tifffile (🥈31 · ⭐ 620) - Read and write TIFF files. BSD-3 structlog (🥈30 · ⭐ 4.2K) - Simple, powerful, and fast logging for Python. Apache-2 fake-useragent (🥈30 · ⭐ 4K) - Up-to-date simple useragent faker with real world database. Apache-2 webargs (🥈30 · ⭐ 1.4K) - A friendly library for parsing HTTP request arguments, with built-in.. MIT idna (🥈30 · ⭐ 270) - Internationalized Domain Names for Python (IDNA 2008 and UTS #46). BSD-3 Mako (🥉29 · ⭐ 400) - Mako Templates for Python. MIT aiortc (🥉28 · ⭐ 4.8K) - WebRTC and ORTC implementation for Python using asyncio. BSD-3 aiodns (🥉28 · ⭐ 570) - Simple DNS resolver for asyncio. MIT pyngrok (🥉28 · ⭐ 440) - A Python wrapper for ngrok. MIT terminado (🥉28 · ⭐ 370) - Terminals served by tornado websockets. BSD-2 Radicale (🥉27 · ⭐ 3.9K) - A simple CalDAV (calendar) and CardDAV (contact) server. ❗️GPL-3.0 sslyze (🥉26 · ⭐ 3.7K) - Fast and powerful SSL/TLS scanning library. ❗️AGPL-3.0 pyload (🥉26 · ⭐ 3.6K) - The free and open-source Download Manager written in pure Python. ❗️AGPL-3.0 healthchecks (🥉24 · ⭐ 9.3K) - Open-source cron job and background task monitoring service,.. BSD-3 klein (🥉24 · ⭐ 840) - werkzeug + twisted.web. MIT proxy.py (🥉23 · ⭐ 3.4K) - Ngrok FRP Alternative Fast Lightweight 0 Dependency Pluggable TLS.. BSD-3 trustme (🥉23 · ⭐ 590) - #1 quality TLS certs while you wait, for the discerning tester. MIT hyde (🥉21 · ⭐ 1.6K · 💤) - A Python Static Website Generator (See https://duct-ui.org from the.. MIT streaming-form-data (🥉20 · ⭐ 180) - Streaming (and fast!) parser for multipart/form-data.. MIT urlwatch (🥉18 · ⭐ 2.9K) - Watch (parts of) webpages and get notified when something changes via.. BSD-3 Show 21 hidden projects...

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