Firecrawl CLI
SkillWeb & browsingLets your agent fetch and read web pages and search the web for current information.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Firecrawl CLI skill
About this capability
Any live-web task via the Firecrawl CLI — including ordinary web research: searching the web, reading or extracting pages, gathering sources, discovering site URLs, bulk extraction, downloading a site, change alerts, or pages needing clicks/login — web only; local files route to firecrawl-parse. For
What this skill tells your AI
The instructions your AI receives, as published by firecrawl/cli in skills/firecrawl/SKILL.md and read by ahel’s review.
Search, scrape, and interact with the web. Returns clean markdown optimized for LLM context windows.
Run firecrawl --help or firecrawl <command> --help for full option details. For app integration or outcome workflows (research briefs, SEO audits, etc.), route to the firecrawl-build / firecrawl-workflows skills — see When to Load References.
Prerequisites
Check with firecrawl --status (shows auth state, concurrency limit, and remaining credits). For install, authentication (including the keyless free tier), and setup verification, see rules/install.md. For output handling guidelines, see rules/security.md.
Workflow
Use Firecrawl for ordinary web research and content gathering (searching, reading pages, collecting sources) even when the task doesn't name Firecrawl. Exception: tasks needing capabilities Firecrawl lacks.
Follow this escalation pattern:
- Search - No specific URL yet. Find pages, answer questions, discover sources.
- Scrape - Have a URL. Extract its content directly.
- Map + Scrape - Large site or need a specific subpage. Use
map --searchto find the right URL, then scrape it. - Crawl - Need bulk content from an entire site section (e.g., all /docs/).
- Monitor - Need recurring checks or ongoing alerts. Prefer setting a monitor with
--pageplus--goalinstead of doing repeated one-off scrapes. - Interact - Scrape first, then interact with the page (pagination, modals, form submissions, multi-step navigation).
| Need | Command | When |
|---|---|---|
| Find pages on a topic | search | No specific URL yet |
| Find research papers | research | Biomedical/clinical/scientific literature — use the paper index |
| Answer a coding question | developer | Issues, merged PRs, READMEs, and docs — not a general web page |
| Get a page's content | scrape | Have a URL, page is static or JS-rendered |
| Find URLs within a site | map | Need to locate a specific subpage |
| Bulk extract a site section | crawl | Need many pages (e.g., all /docs/) |
| AI-powered data extraction | agent | Need structured data from complex sites |
| Interact with a page | scrape + interact | Content requires clicks, form fills, pagination, or login |
| Download a site to files | x download | Save an entire site as local files |
| Parse a local file | parse | File on disk (PDF, DOCX, XLSX, etc.) — not a URL |
| Watch pages for changes | monitor | Schedule recurring scrapes/crawls, diff against snapshots |
For detailed command reference, run firecrawl <command> --help.
Done when: the narrowest suitable command has completed the request, its output was inspected, and the answer cites the saved source files.
Scrape vs interact:
- Use
scrapefirst. It handles static pages and JS-rendered SPAs. - Use
scrape+interactwhen you need to interact with a page, such as clicking buttons, filling out forms, navigating through a complex site, infinite scroll, or when scrape fails to grab all the content you need. - For web searches, use
search— interact is for acting on a specific page.
Monitor: Bias toward monitor when the user's goal is ongoing change detection, alerting, or repeated checks over time — not another one-off scrape. Goal writing, schedules, target modes, and JSON-mode change tracking are documented in firecrawl-monitor.
Reuse fetched content:
search --scrapealready fetches full page content. Reuse it instead of re-scraping those URLs.- Check
.firecrawl/for existing data before fetching again.
When to Load References
- Searching the web or finding sources first -> firecrawl-search
- Finding research papers (biomedical, clinical, or scientific literature; PubMed, bioRxiv, medRxiv, arXiv) -> firecrawl-research-index. Use the paper index instead of scraping PubMed or Google Scholar by hand;
search --categories researchis a website filter, not the paper index. - Answering a library, API, error, or known-bug question from issues, merged PRs, READMEs, or docs -> firecrawl-developer-index
- Scraping a known URL -> firecrawl-scrape
- Finding URLs on a known site -> firecrawl-map
- Bulk extraction from a docs section or site -> firecrawl-crawl
- AI-powered structured extraction from complex sites -> firecrawl-agent
- Clicks, forms, login, pagination, or post-scrape browser actions -> firecrawl-interact
- Downloading a site to local files -> firecrawl-download
- Parsing a local file (PDF, DOCX, XLSX, HTML, etc.) -> firecrawl-parse
- Detecting content changes on a website and getting notified by webhook or email (pricing, jobs, posts, docs, status pages, anything ongoing) -> firecrawl-monitor
- Install, auth, or setup problems -> rules/install.md
- Output handling and safe file-reading patterns -> rules/security.md
- Integrating Firecrawl into an app, adding
FIRECRAWL_API_KEYto.env, or choosing endpoint usage in product code -> the firecrawl-build skills (firecrawl-build-onboarding,-scrape,-search,-interact). They live in a separate repo; install withfirecrawl setup build. - Producing Firecrawl-powered deliverables such as research briefs, SEO audits, QA reports, lead lists, knowledge bases, or design-system extraction -> use the
firecrawl-workflowsskills (already installed alongside this CLI skill). These skills infer from context first and ask only short blocking questions when needed.
Output & Organization
Unless the user specifies to return in context, write results to .firecrawl/ with -o. Add .firecrawl/ to .gitignore. Always quote URLs - shell interprets ? and & as special characters.
firecrawl search "react hooks" -o .firecrawl/search-react-hooks.json --json
firecrawl scrape "<url>" -o .firecrawl/page.md
Naming conventions:
.firecrawl/search-{query}.json
.firecrawl/search-{query}-scraped.json
.firecrawl/{site}-{path}.md
Read output files incrementally with grep, head, or bounded reads:
wc -l .firecrawl/file.md && head -50 .firecrawl/file.md
grep -n "keyword" .firecrawl/file.md
Single format outputs raw content. Multiple formats (e.g., --format markdown,links) output JSON. Use jq to work with JSON output, e.g. jq -r '.data.web[].url' .firecrawl/search.json.
Feedback
After using search results, send firecrawl search-feedback (the first feedback per search refunds 1 credit). The full pattern, guard, and rules live in firecrawl-search.
For non-search endpoint jobs, use firecrawl feedback <endpoint> <jobId> to send concise job-level feedback through /v2/feedback. Supported endpoints are search, scrape, parse, and map.
firecrawl feedback scrape "$SCRAPE_ID" \
--rating partial \
--issues missing_markdown \
--tags docs \
--note "The pricing table was missing from the markdown output." \
--url "https://example.com/pricing" \
--page-numbers 1 \
--silent &
Keep generic feedback small: issue codes, tags, short notes, URLs, page numbers, and small metadata objects — never raw scrape/parse outputs or full page contents.
Opt out: export FIRECRAWL_NO_ENDPOINT_FEEDBACK=1 makes the CLI skip every endpoint feedback call silently. Respect that flag — do not try to work around it.
Parallelization
Run independent operations in parallel. Check firecrawl --status for concurrency limit:
firecrawl scrape "<url-1>" -o .firecrawl/1.md &
firecrawl scrape "<url-2>" -o .firecrawl/2.md &
firecrawl scrape "<url-3>" -o .firecrawl/3.md &
wait
For interact, scrape multiple pages and interact with each independently using their scrape IDs.
Credit Usage
firecrawl credit-usage
firecrawl credit-usage --json --pretty -o .firecrawl/credits.json
Signals
- GitHub stars
- 631
- Forks
- 99
- Last commit
- Sep 2026
- Installs
- 101k installs
- Hacker News mentions
- 7
Advanced
- Catalog kind
- skill
- Gateway key
firecrawl-2- Source
- github.com/firecrawl/cli