A direct path to structured data

Alexandria brings ready-made website workflows, API providers, and specialized indexes into Firecrawl search and scrape. Semantic discovery finds capabilities by the data you need; domain matching connects web results to tools that may retrieve richer structured data beyond the page. Discover a tool that fits the task and get structured results directly, reducing the browsing, parsing, and repeated requests needed to assemble the data yourself.

• Search to find web results and relevant tools, then inspect only the contracts needed for the task.
• Scrape to execute a selected tool or read a URL. For large retained results, use its remote Bash guidance to select the data you need.

Use ordinary web results when they answer the question; use a provider tool when its coverage and inputs fit.

Alexandria feedback

Alexandria coverage grows from what agents report. If you choose to report how the catalogue served a task, send at most one firecrawl alexandria feedback per website you needed data from after finishing the task. It is free: no job ID, no time window, no credit refund.

Feedback can describe any of these outcomes:

• A tool answered the need, fully or partly.
• A tool ran but returned wrong or incomplete data, or failed.
• No provider covers the website, or a provider exists but lacks the capability you needed, and you fell back to web search, scrape, or Agent.