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Scrapling

Free, open-source Python web scraping framework with adaptive selectors, stealth and browser fetchers, a spider API and an MCP server.

Our take: Scrapling is worth a look if you maintain scrapers that break whenever a site tweaks its HTML.

Best forPython scraper developers
ReviewedPricing: Free
7.5 out of 105 criteria · see breakdown
Try ScraplingFree (BSD-3-Clause)

Scrapling is a free, open-source (BSD-3-Clause) Python framework for web scraping, from single requests to full crawls. It is for developers: it adds adaptive selectors that survive layout changes, stealth and browser fetchers, and an MCP server for AI agents. There is no paid plan; you cover your own servers and proxies.

The bottom line

Free, capable scraping library for coders; you supply infrastructure and legal judgment.

Our score

Reviewed by the Conversion Gems editorial team. Hover a facet to focus it; click to pin.Tap a facet to focus it.

What it is, and why we rate it

One line each. Open a row for detail.

What it really isA free Python library and crawl framework for developers, not a hosted service.
Our takeScrapling is worth a look if you maintain scrapers that break whenever a site tweaks its HTML.
Adaptive selectors, stealth fetching and a Scrapy-style spider API in one package save a lot of glue code. It is still pre-1.0, it runs on your own hardware, and the legal responsibility for what you collect stays with you.
Why we rate itBroad scraping features in one free, actively updated library.
The catchCode-only, self-hosted and pre-1.0; proxies and legal compliance are your job.

Best / not good for

Best for
  • Python developers
  • Scrapers that break on layout changes
  • AI agents needing web access via MCP
Not good for
  • Non-coders
  • Teams wanting a managed scraping service with support
Trade-offs

Friction report

Trade-offs to know before signing up.

  1. Time to value
    Minutes for a pip install and first request; longer for browser fetchers and spiders.
  2. Scale breakpoint
    Large crawls need your own proxies, servers and monitoring.
  3. Walled garden
    None: open source, standard Python, exportable data.
Still a fit?
If none of these block you, start on the free plan.
Try Scrapling

Scrapling install options

CommandWhat you get
pip install scraplingParser and adaptive selectors
pip install "scrapling[fetchers]" then scrapling installHTTP, stealth and browser fetchers with their browser dependencies
pip install "scrapling[all]"All extras
docker pull pyd4vinci/scraplingOfficial Docker image

From the Scrapling README and PyPI page, checked 4 October 2026 (version 0.4.15, Python 3.10 or later).

Frequently Asked Questions

What is Scrapling?

A free, open-source Python framework for web scraping, created by Karim Shoair. It combines fetchers (HTTP, stealth and browser), an adaptive parser that relocates elements after site changes, and a spider framework for larger crawls.

Is Scrapling free?

Yes. It is released under the BSD-3-Clause license with no paid tier. Your costs are the servers you run it on and any proxies you choose to buy (checked 4 October 2026).

How do I install Scrapling?

With Python 3.10 or later, run pip install scrapling for the parser. For the fetchers, run pip install "scrapling[fetchers]" and then scrapling install to download browser dependencies. pip install "scrapling[all]" adds everything, and a Docker image is also available.

Is Scrapling legal to use?

The library is legal software, but what you scrape and how can raise legal issues. Its README says it is provided for educational and research purposes and asks users to respect each site's terms of service and robots.txt. Get legal advice for commercial projects.

Scrapling vs Scrapy: what is the difference?

Scrapy is an established crawling framework. Scrapling's spider framework follows a Scrapy-like API and bundles adaptive element tracking plus stealth and browser fetchers in one library.

Does Scrapling work with AI agents?

Yes. It ships an MCP server so AI assistants and agents can call its scraping tools, and the repository includes an agent skill.

Scrapling alternatives

Other scraping options to compare:

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Sources checked October 4, 2026: Scrapling on GitHub, Scrapling on PyPI, Scrapling documentation.

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Tags

#Scrapling#WebScraping#Python#OpenSource

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