firecrawl
Extract Web Data with Firecrawl
Teams often need web content in clean formats without writing custom scrapers. This skill guides Claude, Codex, and Claude Code through Firecrawl modes for scraping, search, maps, crawling, extraction, and status checks.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "firecrawl" from https://skillstore.io/skills/ck991357-firecrawl.md and its manifest at https://skillstore.io/api/skills/ck991357-firecrawl/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". Scrape a product documentation page for markdown content.
Expected outcome:
A cleaned markdown version of the page, with headings, links, and key sections preserved for review.
Using "firecrawl". Search for recent articles about a technical topic.
Expected outcome:
- A short ranked list of relevant pages.
- A brief note explaining why each result matches the query.
- Source URLs for follow-up scraping or citation.
Using "firecrawl". Extract article metadata from several news URLs.
Expected outcome:
A structured summary containing each article title, author, publish time, and a concise content summary.
Security Audit
SafeThe external command findings are false positives from Markdown backticks and fenced JSON examples, not executable code. The network findings are example URLs and URL-format guidance for Firecrawl usage. No prompt injection, credential access, or covert exfiltration instructions were found.
Risk Factors
⚙️ External commands (30)
🌐 Network access (6)
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/ck991357-firecrawl/audits/8?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/ck991357-firecrawl?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/ck991357-firecrawl?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/ck991357-firecrawl/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/ck991357-firecrawl.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
CK991357. (2026). firecrawl security audit report (audit version 8) [Author version 1]. Skillstore. https://skillstore.io/skills/ck991357-firecrawl/audits/8BibTeX citation
@techreport{ck991357-ck991357-firecrawl-2026,
author = {CK991357},
title = {firecrawl security audit report (audit version 8)},
institution = {Skillstore},
year = {2026},
number = {8},
url = {https://skillstore.io/skills/ck991357-firecrawl/audits/8},
note = {Author version 1}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "firecrawl security audit report (audit version 8)"
version: "1"
type: report
authors:
- name: "CK991357"
date-released: "2026-07-05"
url: "https://skillstore.io/skills/ck991357-firecrawl/audits/8"
identifiers:
- type: other
value: "skillstore:ck991357-firecrawl:audit:8"
description: "Skillstore immutable audit report identifier"
Compare variants
2 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
ck991357-firecrawl
2026-08-21
firecrawl-firecrawl
2026-08-21
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Collect Research Sources
Gather page content, search results, and site maps for topic research without writing scraper code.
Prepare Content for Analysis
Convert web pages into markdown or HTML before summarization, comparison, or extraction tasks.
Extract Fields from Articles
Use extraction prompts and schemas to capture titles, authors, dates, and other structured fields.
Try These Prompts
Use Firecrawl scrape mode for this URL. Return the page content in markdown and note any access problems.
Use Firecrawl search mode for this topic with a limit of five results. Summarize the most relevant pages.
Use Firecrawl map mode for this website. Group discovered URLs by likely purpose and flag pages worth scraping.
Use Firecrawl extract mode on these URLs. Extract title, author, publish date, summary, and source URL, then check job status.
Best Practices
- Use full URLs with http or https, because Firecrawl expects complete URL formats.
- Keep crawl limits small until you understand the target site size and result quality.
- Use status checks for crawl and extract jobs before assuming asynchronous work is complete.
Avoid
- Do not place mode-specific parameters at the top level of the request.
- Do not pass a single string when extract mode expects an array of URLs.
- Do not crawl large sites without clear limits, scope, and permission to access the content.