Python · GitHub star 排行 Top 30
按主语言筛选出的 Python 开源项目。下表按 GitHub star 数从高到低排列，共收录 30 个相关开源项目， 使用上方的筛选器可以按活跃度、编程语言进一步过滤。
| 排名 | 项目 | Star | 语言 | 最后更新 |
|---|---|---|---|---|
| 1 | public-apis/public-apis A collective list of free APIs | 454k | Python | 2026-08 |
| 2 | EbookFoundation/free-programming-books :books: Freely available programming books | 394k | Python | 2026-08 |
| 3 | donnemartin/system-design-primer Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 361k | Python | 2026-03 |
| 4 | vinta/awesome-python An opinionated list of Python frameworks, libraries, tools, and resources | 312k | Python | 2026-08 |
| 5 | practical-tutorials/project-based-learning Curated list of project-based tutorials | 276k | Python | 2026-08 |
| 6 | TheAlgorithms/Python All Algorithms implemented in Python | 223k | Python | 2026-08 |
| 7 | 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 matte… | 186k | Python | 2026-08 |
| 8 | yt-dlp/yt-dlp A feature-rich command-line audio/video downloader | 182k | Python | 2026-08 |
| 9 | microsoft/markitdown Python tool for converting files and office documents to Markdown. | 171k | Python | 2026-07 |
| 10 | 521xueweihan/HelloGitHub :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 169k | Python | 2026-08 |
| 11 | anthropics/skills Public repository for Agent Skills | 166k | Python | 2026-07 |
| 12 | AUTOMATIC1111/stable-diffusion-webui Stable Diffusion web UI | 164k | Python | 2026-03 |
| 13 | huggingface/transformers 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both … | 163k | Python | 2026-08 |
| 14 | langflow-ai/langflow Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | 153k | Python | 2026-08 |
| 15 | open-webui/open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...) | 148k | Python | 2026-08 |
| 16 | langchain-ai/langchain The agent engineering platform. | 143k | Python | 2026-08 |
| 17 | Shubhamsaboo/awesome-llm-apps 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. | 130k | Python | 2026-08 |
| 18 | Comfy-Org/ComfyUI The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. | 124k | Python | 2026-08 |
| 19 | browser-use/browser-use 🌐 Make websites accessible for AI agents. Automate tasks online with ease. | 108k | Python | 2026-08 |
| 20 | pytorch/pytorch Tensors and Dynamic neural networks in Python with strong GPU acceleration | 102k | Python | 2026-08 |
| 21 | harry0703/MoneyPrinterTurbo 利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow. | 102k | Python | 2026-08 |
| 22 | TauricResearch/TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework | 96k | Python | 2026-07 |
| 23 | sherlock-project/sherlock Hunt down social media accounts by username across social networks | 88k | Python | 2026-08 |
| 24 | vllm-project/vllm A high-throughput and memory-efficient inference and serving engine for LLMs | 88k | Python | 2026-08 |
| 25 | PaddlePaddle/PaddleOCR Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLM… | 87k | Python | 2026-07 |
| 26 | d2l-ai/d2l-zh 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。 | 79k | Python | 2024-07 |
| 27 | bytedance/deer-flow An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and… | 79k | Python | 2026-08 |
| 28 | hiyouga/LlamaFactory Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) | 74k | Python | 2026-08 |
| 29 | shareAI-lab/learn-claude-code Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 | 73k | Python | 2026-07 |
| 30 | ComposioHQ/awesome-claude-skills A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows | 72k | Python | 2026-07 |
怎么看这份榜单
star 数反映的是知名度而不是代码质量——教程、清单类仓库天然更容易积累 star， 而一些工程质量极高的底层库反而不显眼。选型时建议把「最后更新」这一列一起看： 超过一年没有提交的项目，往往意味着维护已经停滞，接入前需要评估风险。
想看其他方向的排行，可以返回GitHub 高星项目榜切换维度。