This catalog service provides a pre-configured Contextual flow demonstrating how to use Firecrawl’s API for automated website scraping and structured data storage. The flow takes a URL as input, sends it to the Firecrawl API, and receives the scraped content in a chosen format such as markdown. It then processes the API response to extract key metadata like the website title, description, and source URL, creating a structured record for further use or analysis.

The flow includes a test setup with inject nodes for testing within the Contextual editor, allowing users to quickly try different URLs and review the results. It can also be bound to agents or integrated into other flows, offering flexibility in triggering website scraping based on specific needs. This approach ensures seamless integration and ease of testing within the editor.

Ideal for tasks like competitive analysis, research, and content aggregation, this flow is a valuable tool for anyone looking to automate web content extraction. It provides a scalable, adaptable solution for developers, analysts, and teams aiming to streamline workflows with automated data extraction and storage capabilities.