1.vinta / awesome-python
The definitive list that answers "I want to do X in Python, which tool should I use?"
+1,536 stars
from 330,272 · score 7.34
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
1–100 of 161 by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.bregman-arie / devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
+1,364 stars
from 84,954 · score 7.22
3.donnemartin / system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
+873 stars
from 375,573 · score 6.77
4.langgenius / dify
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
+647 stars
from 159,524 · score 6.47
5.opendatalab / MinerU
Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
+479 stars
from 82,468 · score 6.17
6.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+369 stars
from 107,281 · score 5.91
7.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+298 stars
from 74,701 · score 5.70
8.Fincept-Corporation / FinceptTerminal
FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.
+231 stars
from 33,118 · score 5.45
9.Sam-Hui-dot / mcd-budget-meal
麦麦预算餐：基于麦当劳 MCP 的真实核价、预算比较与餐品替换 Skill
+186 stars
from 1,433 · score 5.23
10.tencentmusic / modus
从需求澄清到可信交付的 Agent 编程 Harness 工程框架
+183 stars
from 11 · score 5.21
11.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+171 stars
from 30,001 · score 5.15
12.onyx-dot-app / onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
+168 stars
from 32,984 · score 5.13
13.odoo / odoo
Odoo. Open Source Apps To Grow Your Business.
+150 stars
from 55,318 · score 5.02
14.PostHog / posthog
:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.
+144 stars
from 40,437 · score 4.98
15.MemoriLabs / Memori
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.
+141 stars
from 17,144 · score 4.96
16.baihua2471 / mcd-expiry-butler
看看哪些麦当劳权益快到期，哪些值得用，哪些不用为了到期硬消费。基于麦当劳官方 MCP 的 WorkBuddy Skill：只读查询优惠券与积分，按预算给出最多两套经官方接口试算的用餐方案。McDonald's coupon & points expiry assistant — a WorkBuddy Skill on the official McDonald's MCP. Read-only queries, official price calculation, max 2 budget-friendly plans.
+130 stars
from 7 · score 4.88
17.e2b-dev / awesome-ai-agents
A list of AI autonomous agents
+112 stars
from 30,636 · score 4.73
18.Significant-Gravitas / AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
+110 stars
from 187,749 · score 4.71
19.ryanoasis / nerd-fonts
Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more
+100 stars
from 64,992 · score 4.62
20.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+99 stars
from 24,685 · score 4.61
21.windmill-labs / windmill
Code-first platform for workflows, apps and AI agents, on the fastest self-hostable orchestrator (benchmarked against Airflow, Prefect and Temporal). Business teams build with AI, engineers control what ships. Open-source alternative to Lovable, Retool and n8n.
+89 stars
from 18,264 · score 4.50
22.numpy / numpy
The fundamental package for scientific computing with Python.
+76 stars
from 33,150 · score 4.34
23.fail2ban / fail2ban
Daemon to ban hosts that cause multiple authentication errors
+57 stars
from 18,872 · score 4.06
24.d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
+51 stars
from 29,931 · score 3.95
25.celery / celery
Distributed Task Queue (development branch)
+51 stars
from 29,066 · score 3.95
26.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+51 stars
from 713 · score 3.95
27.getsentry / sentry
Developer-first error tracking and performance monitoring
+50 stars
from 45,645 · score 3.93
28.isl-org / Open3D
Open3D: A Modern Library for 3D Data Processing
+45 stars
from 14,121 · score 3.83
29.sqlmapproject / sqlmap
Automatic SQL injection and database takeover tool
+43 stars
from 38,786 · score 3.78
30.esphome / esphome
ESPHome is a system to control your ESP32, ESP8266, BK72xx, RP2040 by simple yet powerful configuration files and control them remotely through Home Automation systems.
+43 stars
from 11,958 · score 3.78
31.DedSecInside / TorBot
Dark Web OSINT Tool
+43 stars
from 5,115 · score 3.78
32.nicolargo / glances
Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, macOS and Windows operating systems.
+39 stars
from 33,850 · score 3.69
33.AtsushiSakai / PythonRobotics
Python sample codes and textbook for robotics algorithms.
+38 stars
from 30,801 · score 3.66
34.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+37 stars
from 21,769 · score 3.64
35.BlueRingsLabs / no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
+34 stars
from 132 · score 3.56
36.OpenShot / openshot-qt
OpenShot Video Editor is an award-winning free and open-source video editor for Linux, Mac, and Windows, and is dedicated to delivering high quality video editing and animation solutions to the world.
+32 stars
from 6,692 · score 3.50
37.airbytehq / airbyte
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
+31 stars
from 22,264 · score 3.47
38.SFTtech / openage
Clone of the Age of Empires II engine 🚀
+30 stars
from 14,551 · score 3.43
39.python-pillow / Pillow
Python Imaging Library (fork)
+30 stars
from 13,926 · score 3.43
40.amnweb / yasb
A highly configurable Windows status bar written in Python.
+29 stars
from 5,702 · score 3.40
41.NVIDIA / cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
+28 stars
from 10,656 · score 3.37
42.xbmc / xbmc
Kodi is an award-winning free and open source home theater/media center software and entertainment hub for digital media. With its beautiful interface and powerful skinning engine, it's available for Android, BSD, Linux, macOS, iOS, tvOS and Windows.
+27 stars
from 21,385 · score 3.33
43.kitao / pyxel
A retro game engine for Python
+27 stars
from 18,455 · score 3.33
44.keephq / keep
The open-source AIOps and alert management platform
+26 stars
from 12,441 · score 3.30
45.volatilityfoundation / volatility3
Volatility 3.0 development
+26 stars
from 4,533 · score 3.30
46.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+25 stars
from 25,419 · score 3.26
47.micropython / micropython
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
+25 stars
from 22,152 · score 3.26
48.yuxinlaile / McD-saver
🍟 麦麦省钱助手 —— 麦当劳中国官方 MCP 的省钱点餐 Agent Skill：官方 calculate-price 实时核价 + 券组合优化 + 沉默成本体检与多单用券排程，官方券/套餐/团购券/积分四渠道同口径算终局价。免登录在线试算。
+25 stars
from 111 · score 3.26
49.fortra / impacket
Impacket is a collection of Python classes for working with network protocols.
+22 stars
from 16,193 · score 3.14
50.borgbackup / borg
Deduplicating archiver with compression and authenticated encryption.
+21 stars
from 13,879 · score 3.09
51.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+20 stars
from 10,606 · score 3.04
52.HypothesisWorks / hypothesis
The property-based testing library for Python
+20 stars
from 9,110 · score 3.04
53.networkx / networkx
Network Analysis in Python
+18 stars
from 17,362 · score 2.94
54.rougier / scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
+18 stars
from 11,648 · score 2.94
55.sympy / sympy
A computer algebra system written in pure Python
+17 stars
from 15,039 · score 2.89
56.assimp / assimp
The official Open-Asset-Importer-Library Repository. Loads 40+ 3D-file-formats into one unified and clean data structure.
+16 stars
from 13,283 · score 2.83
57.onionshare / onionshare
Securely and anonymously share files, host websites, and chat with friends using the Tor network
+16 stars
from 7,189 · score 2.83
58.donnemartin / interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
+15 stars
from 31,939 · score 2.77
59.python / mypy
Optional static typing for Python
+14 stars
from 20,702 · score 2.71
60.Gallopsled / pwntools
CTF framework and exploit development library
+14 stars
from 13,790 · score 2.71
61.Slicer / Slicer
Multi-platform, free open source software for visualization and image computing.
+14 stars
from 2,681 · score 2.71
62.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+12 stars
from 60,211 · score 2.56
63.ansible / awx
AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.
+12 stars
from 15,604 · score 2.56
64.g1879 / DrissionPage
Python based web automation tool. Powerful and elegant.
+12 stars
from 12,543 · score 2.56
65.py-pdf / pypdf
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
+11 stars
from 10,271 · score 2.48
66.certbot / certbot
Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
+10 stars
from 33,297 · score 2.40
67.pretix / pretix
Ticket shop application for conferences, festivals, concerts, tech events, shows, exhibitions, workshops, barcamps, etc.
+10 stars
from 2,549 · score 2.40
68.tqdm / tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
+9 stars
from 31,365 · score 2.30
69.encode / django-rest-framework
Web APIs for Django. 🎸
+9 stars
from 30,217 · score 2.30
70.realpython / python-guide
Python best practices guidebook, written for humans.
+9 stars
from 29,869 · score 2.30
71.python / typeshed
Collection of library stubs for Python, with static types
+9 stars
from 5,137 · score 2.30
72.Tencent / BqLog
A lightweight, high-performance, industrial-grade cross-language logging library (C++/Java/C#/Kotlin/TS/Python/Go), battle-tested in Honor of Kings.
+9 stars
from 709 · score 2.30
73.PipedreamHQ / pipedream
Connect APIs, remarkably fast. Free for developers.
+8 stars
from 11,759 · score 2.20
74.benoitc / gunicorn
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
+8 stars
from 10,710 · score 2.20
75.pyca / cryptography
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
+8 stars
from 7,824 · score 2.20
76.biopython / biopython
Official git repository for Biopython (originally converted from CVS)
+8 stars
from 5,244 · score 2.20
77.pyload / pyload
The free and open-source Download Manager written in pure Python
+8 stars
from 3,897 · score 2.20
78.canonical / cloud-init
Official upstream for the cloud-init: cloud instance initialization
+8 stars
from 3,843 · score 2.20
79.DetachHead / basedpyright
pyright fork with various type checking improvements, improved vscode support and pylance features built into the language server
+8 stars
from 3,634 · score 2.20
80.ricequant / rqalpha
A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
+7 stars
from 6,840 · score 2.08
81.adafruit / circuitpython
CircuitPython - a Python implementation for teaching coding with microcontrollers
+7 stars
from 4,569 · score 2.08
82.threat9 / routersploit
Exploitation Framework for Embedded Devices
+6 stars
from 13,274 · score 1.95
83.pyinstaller / pyinstaller
Freeze (package) Python programs into stand-alone executables
+6 stars
from 13,133 · score 1.95
84.kedro-org / kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
+6 stars
from 11,034 · score 1.95
85.kanaka / mal
mal - Make a Lisp
+6 stars
from 10,749 · score 1.95
86.Dav1dde / glad
Multi-Language Vulkan/GL/GLES/EGL/GLX/WGL Loader-Generator based on the official specs.
+6 stars
from 4,621 · score 1.95
87.CPJKU / madmom
Python audio and music signal processing library
+6 stars
from 1,729 · score 1.95
88.powerline / powerline
Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.
+5 stars
from 14,833 · score 1.79
89.Yorko / mlcourse.ai
Open Machine Learning Course
+5 stars
from 10,768 · score 1.79
90.sphinx-doc / sphinx
The Sphinx documentation generator
+5 stars
from 8,081 · score 1.79
91.conda / conda
A system-level, binary package and environment manager running on all major operating systems and platforms.
+5 stars
from 7,543 · score 1.79
92.python-trio / trio
Trio – a friendly Python library for async concurrency and I/O
+5 stars
from 7,355 · score 1.79
93.scikit-image / scikit-image
Image processing in Python
+5 stars
from 6,624 · score 1.79
94.timofurrer / awesome-asyncio
A curated list of awesome Python asyncio frameworks, libraries, software and resources
+5 stars
from 5,141 · score 1.79
95.apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
+4 stars
from 42,611 · score 1.61
96.jobbole / awesome-python-cn
Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。
+4 stars
from 30,678 · score 1.61
97.caprover / caprover
Scalable PaaS (automated Docker+nginx) - aka Heroku on Steroids
+4 stars
from 15,191 · score 1.61
98.mahmoud / boltons
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
+4 stars
from 6,940 · score 1.61
99.twisted / twisted
Event-driven networking engine written in Python.
+4 stars
from 5,995 · score 1.61
100.dashingsoft / pyarmor
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
+4 stars
from 5,220 · score 1.61