Give your AI agent unrestricted internet access now.
@Scrapling_dev just crossed 20k ⭐ on GitHub 🤯
Here is why it is the ultimate backbone for modern web agents.
It solves the "Brittle Tool" problem.
When a website renames a CSS class, normal bots crash.
Scrapling adapts 🙌
Key Specs:
→ Stealth Mode: Undetectable TLS fingerprints.
→ Smart Routing: Mixes HTTP and Headless for max speed.
→ Performance: 10x faster serialization.
→ Universal: Works everywhere, from CLI to MCP.
The Setup:
1️⃣ Install once: pip install "scrapling[ai]"
2️⃣ Connect the MCP server.
✅ Done.
The best part?
It's 100% FREE and open-source.
I've included the link to Scrapling's repo in the
Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl.
Its parser learns from website changes and automatically relocates your elements when pages update. Its fetchers bypass anti-bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi-session crawls with pause/resume and automatic proxy rotation — all in a few lines of Python. One library, zero compromises.
Blazing fast crawls with real-time stats and streaming. Built by Web Scrapers for Web Scrapers and regular users, there's something for everyone.
Scrape Google and other search engines from our fast, easy, and complete API.
The easiest way to
extract and monitor data
from any website.
Train a robot in 2 minutes.
No coding required.
Tired of getting blocked while scraping the web?
ScrapingBee API handles headless browsers and rotates proxies for you.
Panther is a convenient standalone library to scrape websites and to run end-to-end tests using real browsers.
Panther is super powerful. It leverages the W3C's WebDriver protocol to drive native web browsers such as Google Chrome and Firefox.
Panther is very easy to use, because it implements Symfony's popular BrowserKit and DomCrawler APIs, and contains all the features you need to test your apps. It will sound familiar if you have ever created a functional test for a Symfony app: as the API is exactly the same! Keep in mind that Panther can be used in every PHP project, as it is a standalone library.
Panther automatically finds your local installation of Chrome and launches it (thanks to ChromeDriver), so you don't need to install anything on your computer, neither Selenium server nor any other obscure driver.
In test mode, Panther automatically starts your application using the PHP built-in web-server. You can focus on writing your tests or web-scraping scenario and Panther will take care of everything else.