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Awesome List
The definitive list that answers "I want to do X in Python, which tool should I use?"
GitHub stars and default-branch commits for vinta/awesome-python.
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Create web-based user interfaces with Python. The nice way.
An orchestration platform for the development, production, and observation of data assets.
music library manager and MusicBrainz tagger
Structured Outputs
SciPy library main repository
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
Statistical data visualization in Python
structured outputs for llms
Jupyter Interactive Notebook
Install and Run Python Applications in Isolated Environments
The little ASGI framework that shines. 🌟
Go ahead and axolotl questions
The Database Toolkit for Python
Rich MySQL Terminal Client with AutoCompletion, Syntax Highlighting, and Dataframes
A very fast and expressive template engine.
An open source multi-tool for exploring and publishing data
🐍 Geometric Computer Vision Library for Spatial AI
Cross-platform lib for process and system monitoring in Python
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
An ASGI web server, for Python. 🦄
Simple job queues for Python
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
Library for building powerful interactive command line applications in Python
thumbor is an open-source photo thumbnail service by globo.com
Declarative visualization library for Python
The Python package installer
The leading native Python SSHv2 protocol library.
🐚 Python-powered shell. Full-featured, cross-platform and AI-friendly.
Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.
💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.
Light, flexible and extensible ASGI framework | Built to scale
A configurable set of panels that display various debug information about the current request/response.
Bindu: The identity, communication, and payments layer for AI agents.
The Sphinx documentation generator
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
Task scheduling library for Python
TinyDB is a lightweight document oriented database optimized for your happiness :)
Robyn is a Super Fast Async Python Web Framework with a Rust runtime.
Python process launching
A lightweight library for converting complex objects to and from simple Python datatypes.
Community maintained fork of pdfminer - we fathom PDF
A Python utility / library to sort imports.
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows
The Ren'Py Visual Novel Engine
the portable Python dataframe library
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
Simple and extensible administrative interface framework for Flask
Build GUI for your Python program with JavaScript, HTML, and CSS