Firecrawl Build Scrape

SkillWeb & browsing

This skill lets your AI scrape web pages and turn their content into structured data. Once added, your AI can pull what is on a page and reshape it into an organized form you can actually work with. It is for anyone who wants website content as usable data instead of a wall of text.

Available today. Use it from your connected AI after setup.

Add the skill, then give your AI a link to a web page and describe the data you want from it. It will scrape the page and return the content as structured data.

Then ask your AI: use the Firecrawl Build Scrape skill

What your AI can do with it

  • Scrape web pages
  • Turn page content into structured data
  • Extract information from a page in an organized form

What this skill tells your AI

The instructions your AI receives, as published by firecrawl/skills in skills/build/firecrawl-build-scrape/SKILL.md and read by ahel’s review.

Use this when the application already has the URL and needs content from one page.

Use This When

  • the feature starts from a known URL
  • you need page content for retrieval, summarization, enrichment, or monitoring
  • you want the default extraction primitive before considering /interact

Default Recommendations

  • Return markdown unless the feature truly needs another format.
  • Use onlyMainContent for article-like pages where nav and chrome add noise.
  • Add waits or other rendering options only when the page needs them.

Freshness and Liveness

  • Firecrawl reuses recently indexed content, which is what makes repeat reads of the same URL fast. Set maxAge (milliseconds) to bound how old a reused copy may be, or maxAge: 0 to skip index reuse for a freshness-critical read.
  • Read metadata.cacheState and metadata.cachedAt to see what you actually got.
  • A successful scrape reports what the page returned. Whether the thing the page describes is still active is a source-specific judgment your code makes.
  • See references/freshness-and-liveness.md for the tradeoff, the metadata, and the decision rule.

Common Product Patterns

  • knowledge ingestion from known URLs
  • enrichment from a company, product, or docs page
  • pricing, changelog, and documentation extraction
  • page-level quality checks or monitoring

Escalation Rules

Implementation Notes

  • Keep the integration narrow: one feature, one URL, one extraction contract.
  • Treat /scrape as the default primitive for downstream LLM or indexing pipelines.
  • Request richer formats only when the consumer needs them, such as links, screenshots, or branding data.

Docs (Source of Truth)

Read the source-of-truth page for your project language before writing integration code:

See Also

Signals

GitHub stars
102
Forks
29
Last commit
Sep 2026
Installs
60k installs
Advanced
Catalog kind
skill
Gateway key
firecrawl-build-scrape
Source
github.com/firecrawl/skills