> ## Documentation Index
> Fetch the complete documentation index at: https://langchain.idochub.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Scrapeless

[Scrapeless](https://scrapeless.com) offers flexible and feature-rich data acquisition services with extensive parameter customization and multi-format export support.

## Installation and Setup

<CodeGroup>
  ```bash pip theme={null}
  pip install langchain-scrapeless
  ```

  ```bash uv theme={null}
  uv add langchain-scrapeless
  ```
</CodeGroup>

You'll need to set up your Scrapeless API key:

```python theme={null}
import os
os.environ["SCRAPELESS_API_KEY"] = "your-api-key"
```

## Tools

The Scrapeless integration provides several tools:

* [ScrapelessDeepSerpGoogleSearchTool](/oss/python/integrations/tools/scrapeless_scraping_api) - Enables comprehensive extraction of Google SERP data across all result types.
* [ScrapelessDeepSerpGoogleTrendsTool](/oss/python/integrations/tools/scrapeless_scraping_api) - Retrieves keyword trend data from Google, including popularity over time, regional interest, and related searches.
* [ScrapelessUniversalScrapingTool](/oss/python/integrations/tools/scrapeless_universal_scraping) - Access and extract data from JS-Render websites that typically block bots.
* [ScrapelessCrawlerCrawlTool](/oss/python/integrations/tools/scrapeless_crawl) - Crawl a website and its linked pages to extract comprehensive data.
* [ScrapelessCrawlerScrapeTool](/oss/python/integrations/tools/scrapeless_crawl) - Extract information from a single webpage.