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Skills/firecrawl/skills/firecrawl-build-scrape
firecrawl-build-scrape logo

firecrawl-build-scrape

firecrawl/skills
39K installs18 stars
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Installation

npx skills add https://github.com/firecrawl/skills --skill firecrawl-build-scrape

Summary

Integrate Firecrawl `/scrape` into product code for single-page extraction. Use when an app already has a URL and needs markdown, HTML, links, screenshots, metadata, or structured page output. Prefer this skill over broader crawl patterns when the feature is page-level.

SKILL.md

Firecrawl Build Scrape

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.

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

  • If you do not have the URL yet, start with firecrawl-build-search.
  • If content requires clicks, typing, or multi-step navigation, escalate to firecrawl-build-interact.

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:

  • Node / TypeScript: docs.firecrawl.dev/agent-source-of-truth/node
  • Python: docs.firecrawl.dev/agent-source-of-truth/python
  • Rust: docs.firecrawl.dev/agent-source-of-truth/rust
  • Java: docs.firecrawl.dev/agent-source-of-truth/java
  • Elixir: docs.firecrawl.dev/agent-source-of-truth/elixir
  • cURL / REST: docs.firecrawl.dev/agent-source-of-truth/curl

See Also

  • firecrawl-build
  • firecrawl-build-search
  • firecrawl-build-interact

Score

0–100
74/ 100

Grade

B

Popularity26/30

39,427 installs — strong, widely used.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Firecrawl Build Scrape skill score badge previewScore badge

Markdown

[![Firecrawl Build Scrape skill](https://www.remoteopenclaw.com/skills/firecrawl/skills/firecrawl-build-scrape/badges/score.svg)](https://www.remoteopenclaw.com/skills/firecrawl/skills/firecrawl-build-scrape)

HTML

<a href="https://www.remoteopenclaw.com/skills/firecrawl/skills/firecrawl-build-scrape"><img src="https://www.remoteopenclaw.com/skills/firecrawl/skills/firecrawl-build-scrape/badges/score.svg" alt="Firecrawl Build Scrape skill"/></a>

Firecrawl Build Scrape FAQ

How do I install the Firecrawl Build Scrape skill?

Run “npx skills add https://github.com/firecrawl/skills --skill firecrawl-build-scrape” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Firecrawl Build Scrape skill do?

Integrate Firecrawl `/scrape` into product code for single-page extraction. Use when an app already has a URL and needs markdown, HTML, links, screenshots, metadata, or structured page output. Prefer this skill over broader crawl patterns when the feature is page-level. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Firecrawl Build Scrape skill free?

Yes. Firecrawl Build Scrape is a free, open-source skill published from firecrawl/skills. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Firecrawl Build Scrape work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Firecrawl Build Scrape works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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Launch on Hostinger →
Reach 56,000+ AI builders from just $0.50 a click

You only pay for clicks, never impressions - and it's far cheaper than Google Ads, with no monthly lock-in.

Advertise from $0.50/click →
SetupClaw: done-for-you OpenClaw for founders & exec teams logoSetupClaw: done-for-you OpenClaw for founders & exec teams

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One API to scrape, enrich, and extract the internet. logoOne API to scrape, enrich, and extract the internet.

Context.dev gives your agents a single API to scrape, enrich, and extract live web data — no proxies, no parsers, no maintenance.

Start building free →
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Reach 56,000+ AI builders from just $0.50 a click

You only pay for clicks, never impressions - and it's far cheaper than Google Ads, with no monthly lock-in.

Advertise from $0.50/click →
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White-glove OpenClaw for founders and exec teams (4–50+ employees): we install, harden, integrate your tools, and maintain it — secured from day one.

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One API to scrape, enrich, and extract the internet. logoOne API to scrape, enrich, and extract the internet.

Context.dev gives your agents a single API to scrape, enrich, and extract live web data — no proxies, no parsers, no maintenance.

Start building free →
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Hire AI employees →
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