Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Pydoll is a library for automating chromium-based browsers without a WebDriver, offering realistic interactions.
| Date | Stars |
|---|---|
| 2026-07-24 | 6970 |
| 2026-07-25 | 6971 |
| 2026-07-28 | 6982 |
| 2026-07-30 | 6985 |
| 2026-08-06 | 6985 |
Today
— stars today
This week
— stars this week
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Momentum
35.0
growth rate 0.00%/day
<p align="center">
<img src="https://github.com/user-attachments/assets/2c380638-b04a-4b04-b1c8-2958e4237a94" alt="Pydoll Logo" /> <br>
</p>
<p align="center">The stealth-first browser automation library for Python.<br>No WebDriver, no <code>navigator.webdriver</code> flag, built to look human.</p>
<p align="center">
<a href="https://github.com/autoscrape-labs/pydoll/stargazers"><img src="https://img.shields.io/github/stars/autoscrape-labs/pydoll?style=social"></a>
<a href="https://codecov.io/gh/autoscrape-labs/pydoll" >
<img src="https://codecov.io/gh/autoscrape-labs/pydoll/graph/badge.svg?token=40I938OGM9"/>
</a>
<img src="https://github.com/autoscrape-labs/pydoll/actions/workflows/tests.yml/badge.svg" alt="Tests">
<img src="https://github.com/autoscrape-labs/pydoll/actions/workflows/ruff-ci.yml/badge.svg" alt="Ruff CI">
<img src="https://github.com/autoscrape-labs/pydoll/actions/workflows/mypy.yml/badge.svg" alt="MyPy CI">
<img src="https://img.shields.io/badge/python-%3E%3D3.10-blue" alt="Python >= 3.10">
<a href="https://deepwiki.com/autoscrape-labs/pydoll"><img src="https://deepwiki.com/badge.svg" alt="Ask DeepWiki"></a>
</p>
<p align="center">
<a href="https://pydoll.tech/">Documentation</a> ·
<a href="#getting-started">Getting Started</a> ·
<a href="#features">Features</a> ·
<a href="#support">Support</a>
</p>
**Pydoll is a stealth-first browser automation library for Python.** It talks straight to the Chrome DevTools Protocol over WebSocket, so there's no WebDriver binary and no `navigator.webdriver` flag to give you away. It clicks, types, and scrolls like a real person, which is often enough to sail through the bot-protection that stops ordinary automation cold. All of it behind a clean, async-native, fully typed API.
<div align="center">
<h3>Be a good human, give it a star ⭐</h3>
<sub>No star, no bug fixes. Just kidding. Or not.</sub>
</div>
### Why Pydoll?
- **Looks human, not like a bot**: Human-like [mouse movement](https://pydoll.tech/docs/features/automation/mouse-control/) (Bezier curves), realistic typing, and scroll physics. Enough to pass behavioral challenges like Cloudflare Turnstile or reCAPTCHA v3, depending on your browser and IP reputation.
- **Zero WebDrivers**: A direct CDP connection over WebSocket. No driver binary, no `navigator.webdriver` flag, no version-matching headaches.
- **Stealth built in**: Realistic interactions plus granular [browser preference](https://pydoll.tech/docs/features/configuration/browser-preferences/) control for fingerprint management.
- **Async and typed**: Built on `asyncio` from the ground up, 100% type-checked with `mypy`. Full IDE autocompletion and static error checking.
- **Network control**: [Intercept](https://pydoll.tech/docs/features/network/interception/) requests to block ads/trackers, [monitor](https://pydoll.tech/docs/features/network/monitoring/) traffic for API discovery, and make [authenticated HTTP requests](https://pydoll.tech/docs/features/network/http-requests/) that inherit the browser session.
- **Shadow DOM and iframes**: Full support for [shadow roots](https://pydoll.tech/docs/deep-dive/architecture/shadow-dom/) (including closed) and cross-origin iframes. Discover, query, and interact with elements inside them using the same API.
- **Structured extraction**: Define a [Pydantic](https://docs.pydantic.dev/) model, call `tab.extract()`, and get typed, validated data back. No manual element-by-element querying.
> [!NOTE]
> **A word from the maintainer.** Pydoll is currently maintained by a single person, and I'm a bit stretched at the moment, so new releases and replies to issues may take a little longer than usual. To be clear: **the project is not dead, and it is not going anywhere.** Development continues; it's just moving at a calmer pace for now.
>
> **A goal to aim for:** once the project reaches **10k stars**, I plan to ship **Firefox support**, a bExcerpt of 17,458 characters
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Daniel Shashko · Bright Data - The web's data, unlocked
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:75886e3a9c2c4871, topic:browser-automation, topic:playwright, topic:puppeteer
matched fp:75886e3a9c2c4871, topic:web-scraping, topic:crawler