firecrawl-scraper
Extract Web Content with Firecrawl
Manual extraction from complex websites is slow and inconsistent. This skill guides Firecrawl-based scraping, crawling, screenshots, and PDF parsing.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "firecrawl-scraper" from https://skillstore.io/skills/sickn33-firecrawl-scraper.md and its manifest at https://skillstore.io/api/skills/sickn33-firecrawl-scraper/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "firecrawl-scraper". Extract the main article from the provided news page.
Expected outcome:
- Title: Quarterly Product Update
- Summary: The release adds reporting controls and improves export speed.
- Source: The supplied article page
Using "firecrawl-scraper". Capture a full-page screenshot after all visible content loads.
Expected outcome:
A full-page screenshot is captured after scrolling, with the source URL and capture time recorded.
Using "firecrawl-scraper". Crawl the approved product site and compare pricing pages.
Expected outcome:
- Three pricing pages were reviewed.
- Two pages list matching plan prices.
- One regional page shows an older update date and different limits.
Security Audit
SafeBoth static alerts are false positives. The backticks form a Markdown code fence, and the GitHub URL is a documentation link; no executable code or prompt injection was found.
Risk Factors
⚙️ External commands (1)
🌐 Network access (1)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/sickn33-firecrawl-scraper/audits/5?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/sickn33-firecrawl-scraper?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/sickn33-firecrawl-scraper?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/sickn33-firecrawl-scraper/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/sickn33-firecrawl-scraper.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
sickn33. (2026). firecrawl-scraper security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/sickn33-firecrawl-scraper/audits/5BibTeX citation
@techreport{sickn33-sickn33-firecrawl-scraper-2026,
author = {sickn33},
title = {firecrawl-scraper security audit report (audit version 5)},
institution = {Skillstore},
year = {2026},
number = {5},
url = {https://skillstore.io/skills/sickn33-firecrawl-scraper/audits/5},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "firecrawl-scraper security audit report (audit version 5)"
version: "unspecified"
type: report
authors:
- name: "sickn33"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/sickn33-firecrawl-scraper/audits/5"
identifiers:
- type: other
value: "skillstore:sickn33-firecrawl-scraper:audit:5"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Research Source Collection
Extract article text and source links from selected pages for structured research notes.
Interactive Page Inspection
Capture content and screenshots from pages that require scrolling or clicks.
Website Content Audits
Crawl approved domains to compare page copy, product details, and update dates.
Try These Prompts
Use Firecrawl to extract the main text from [URL]. Return headings, paragraphs, and source links.
Use Firecrawl to capture a full-page screenshot of [URL] after scrolling to load all visible content.
Use Firecrawl to parse the PDF at [URL]. Summarize each section and preserve page references.
Crawl [DOMAIN] up to [LIMIT] pages. Compare product claims, pricing, and update dates, then flag conflicting information.
Best Practices
- Store the Firecrawl API key in an environment variable.
- Confirm crawl scope, page limits, and permitted domains before starting.
- Verify extracted facts against source pages when accuracy matters.
Avoid
- Do not scrape restricted content or bypass access controls.
- Do not start broad crawls without page limits or a defined domain scope.
- Do not expose API keys in prompts, logs, or shared output.