Top Python repositories on GitHub

The default language of data science, machine learning, and automation.

Ranked by stars across 87,948 Python repositories on GitHub. Refreshed daily.

1
public-apis/public-apis★ 432,815 · ⑂ 47,329
A collective list of free APIs
- api
- public-apis
- free
- apis
- list
- development
2
EbookFoundation/free-programming-books★ 387,821 · ⑂ 66,245
:books: Freely available programming books
- education
- books
- list
- resource
- hacktoberfest
3
donnemartin/system-design-primer★ 347,258 · ⑂ 56,043
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
- programming
- development
- design
- design-system
- system
- design-patterns
4
vinta/awesome-python★ 296,285 · ⑂ 27,831
An opinionated list of Python frameworks, libraries, tools, and resources
- awesome
- python
- collections
- python-frameworks
- python-libraries
- python-tools
5
TheAlgorithms/Python★ 220,823 · ⑂ 50,556
All Algorithms implemented in Python
- python
- algorithm
- algorithms-implemented
- algorithm-competitions
- algos
- sorts
6
Significant-Gravitas/AutoGPT★ 184,041 · ⑂ 46,245
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.
- ai
- openai
- python
- artificial-intelligence
- autonomous-agents
- llama-api
7
AUTOMATIC1111/stable-diffusion-webui★ 162,751 · ⑂ 30,311
Stable Diffusion web UI
- deep-learning
- diffusion
- image-generation
- image2image
- img2img
- text2image
8
yt-dlp/yt-dlp★ 160,868 · ⑂ 13,351
A feature-rich command-line audio/video downloader
- youtube-dl
- python
- sponsorblock
- yt-dlp
- youtube-downloader
- cli
9
huggingface/transformers★ 160,325 · ⑂ 33,126
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
- nlp
- natural-language-processing
- pytorch
- pytorch-transformers
- transformer
- model-hub
10
521xueweihan/HelloGitHub★ 155,126 · ⑂ 11,830
:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
- github
- hellogithub
- python
- awesome
11
langflow-ai/langflow★ 147,791 · ⑂ 8,916
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
- react-flow
- chatgpt
- large-language-models
- generative-ai
- agents
- multiagent
12
ytdl-org/youtube-dl★ 140,212 · ⑂ 10,633
Command-line program to download videos from YouTube.com and other video sites
13
NousResearch/hermes-agent★ 136,260 · ⑂ 20,887
The agent that grows with you
- ai
- ai-agent
- ai-agents
- llm
- anthropic
- chatgpt
14
langchain-ai/langchain★ 135,977 · ⑂ 22,480
The agent engineering platform. Available in TypeScript!
- ai
- anthropic
- gemini
- langchain
- llm
- openai
15
open-webui/open-webui★ 135,822 · ⑂ 19,339
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- ollama
- ollama-webui
- llm
- webui
- self-hosted
- llm-ui
16
anthropics/skills★ 129,236 · ⑂ 15,216
Public repository for Agent Skills
- agent-skills
17
microsoft/markitdown★ 121,222 · ⑂ 8,131
Python tool for converting files and office documents to Markdown.
- langchain
- openai
- autogen-extension
- autogen
- markdown
- microsoft-office
18
Comfy-Org/ComfyUI★ 111,687 · ⑂ 13,046
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
- stable-diffusion
- pytorch
- ai
- python
- comfy
- comfyui
19
Shubhamsaboo/awesome-llm-apps★ 109,087 · ⑂ 16,139
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
- llms
- rag
- python
- agents
20
deepseek-ai/DeepSeek-V3★ 103,414 · ⑂ 16,726
21
pytorch/pytorch★ 99,708 · ⑂ 27,694
Tensors and Dynamic neural networks in Python with strong GPU acceleration
- neural-network
- autograd
- gpu
- numpy
- deep-learning
- tensor
22
openai/whisper★ 99,038 · ⑂ 12,152
Robust Speech Recognition via Large-Scale Weak Supervision
23
fastapi/fastapi★ 97,955 · ⑂ 9,209
FastAPI framework, high performance, easy to learn, fast to code, ready for production
- python
- json
- swagger-ui
- redoc
- starlette
- openapi
24
nvbn/thefuck★ 96,802 · ⑂ 3,932
Magnificent app which corrects your previous console command.
- python
- shell
25
github/spec-kit★ 92,963 · ⑂ 8,061
💫 Toolkit to help you get started with Spec-Driven Development
- ai
- copilot
- development
- engineering
- prd
- spec

Find Python engineers and maintainers

The list above ranks the most-starred public Python repositories, drawn from the public GitHub graph. Across 87,948 Python repositories in the public graph, the maintainers, top contributors, and recurring committers are a powerful signal for where Python expertise lives.

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Last refreshed: Thu, 07 May 2026 05:02:39 GMT

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