Scrapling

<!-- mcp-name: io.github.D4Vinci/Scrapling -->

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    <br>
    <small>Effortless Web Scraping for the Modern Web</small>
</h1>

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<p align="center">
    <a href="https://scrapling.readthedocs.io/en/latest/parsing/selection.html"><strong>Selection methods</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/fetching/choosing.html"><strong>Fetchers</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/spiders/architecture.html"><strong>Spiders</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/spiders/proxy-blocking.html"><strong>Proxy Rotation</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/cli/overview.html"><strong>CLI</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/ai/mcp-server.html"><strong>MCP</strong></a>
</p>

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, automatic proxy rotation, and a crawl speed that adapts to how fast each website responds and backs off when it starts blocking you - 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.

```python
from scrapling.fetchers import Fetcher, AsyncFetcher, StealthyFetcher, DynamicFetcher
StealthyFetcher.adaptive = True
p = StealthyFetcher.fetch('https://example.com', headless=True, network_idle=True)  # Fetch website under the radar!
products = p.css('.product', auto_save=True)                                        # Scrape data that survives website design changes!
products = p.css('.product', adaptive=True)                                         # Later, if the website structure changes, pass `adaptive=True` to find them!
```
Or scale up to full crawls
```python
from scrapling.spiders import Spider, Response

class MySpider(Spider):
  name = "demo"
  start_urls = ["https://example.com/"]

  async def parse(self, response: Response):
      for item in response.css('.product'):
          yield {"title": item.css('h2::text').get()}

MySpider().start()
```

<p align="center">
    <a href="https://dataimpulse.com/?utm_source=scrapling&utm_medium=banner&utm_campaign=scrapling" target="_blank" style="display:flex; justify-content:center; padding:4px 0;">
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    </a>
</p>

# Platinum Sponsors
<table>
  <tr>
    <td width="200">
      <a href="https://coldproxy.com/?utm_source=scrapling&utm_medium=sponsorship&utm_campaign=202609-scrapling-readme&utm_content=platinum-badge&promo=SCRAPLING5" target="_blank" title="Residential, IPv6 & Datacenter Proxies for Web Scraping">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/coldproxy.png">
      </a>
    </td>
    <td> <a href="https://coldproxy.com/?utm_source=scrapling&utm_medium=sponsorship&utm_campaign=202609-scrapling-readme&utm_content=platinum-badge&promo=SCRAPLING5" target="_blank"><b>ColdProxy</b></a> provides residential and datacenter proxies for stable web scraping, public data collection, and geo-targeted testing across 195+ countries. <i>Using this link gives you 5% off</i>.
    </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://go.nodemaven.com/scraplingaugust" target="_blank" title="Proxies with the Highest IP Scores">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/NodeMaven.jpg" width="240" height="100">
      </a>
    </td>
    <td>
    <a href="https://go.nodemaven.com/scraplingaugust" target="_blank">NodeMaven</a> - The most efficient proxy provider for Web Scraping and Automation with the Highest Quality IP on the market. Use code SCRAPLING35 for 35% discount.
    </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://proxidize.com/?utm_source=github&utm_medium=sponsorship&utm_campaign=scrapling&utm_content=d4vinci" target="_blank" title="Clean Proxies with No Nonsense.">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/proxidize.png">
      </a>
    </td>
    <td> <a href="https://proxidize.com/?utm_source=github&utm_medium=sponsorship&utm_campaign=scrapling&utm_content=d4vinci" target="_blank"><b>Proxidize</b></a> provides mobile and residential proxies for scraping, browser automation, SEO monitoring, AI agents, and data collection. <i>Use code <b>scrapling20</b> for 20% off</i>.
    </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://hypersolutions.co/?utm_source=github&utm_medium=readme&utm_campaign=scrapling" target="_blank" title="Bot Protection Bypass API for Akamai, DataDome, Incapsula & Kasada">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/HyperSolutions.png">
      </a>
    </td>
    <td> Scrapling handles Cloudflare Turnstile. For enterprise-grade protection, <a href="https://hypersolutions.co?utm_source=github&utm_medium=readme&utm_campaign=scrapling">
        <b>Hyper Solutions</b>
      </a> provides API endpoints that generate valid antibot tokens for <b>Akamai</b>, <b>DataDome</b>, <b>Kasada</b>, and <b>Incapsula</b>. Simple API calls, no browser automation required. </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://birdproxies.com/t/scrapling" target="_blank" title="At Bird Proxies, we eliminate your pains such as banned IPs, geo restriction, and high costs so you can focus on your work.">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/BirdProxies.jpg">
      </a>
    </td>
    <td>Hey, we built <a href="https://birdproxies.com/t/scrapling">
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