Firecrawl
Firecrawl on looot as of 2026-09-28: 9 jobs through 9 endpoints, how you reach it, what it costs, and how to run it.
Firecrawl
What it’s good for
Firecrawl is in Web data, SEO/AEO. Reach for it to search the web and get ranked results; scrape a URL into structured JSON; fetch the results of a scrape job.
As of 2026-09-28 (catalog revision 85280) it serves 9 jobs through 9 endpoints.
Jobs
| Job id | What it does | Endpoints |
|---|---|---|
web.crawl.errors |
Errors web crawl | 1 |
web.crawl.submit |
Submit web crawl | 1 |
web.extract.schema |
Schema web extract | 1 |
web.scrape.bulk.errors |
Errors web scrape bulk | 1 |
web.scrape.bulk.submit |
Submit web scrape bulk | 1 |
web.scrape.job.results |
Fetch the results of a scrape job | 1 |
web.scrape.structured |
Scrape a URL into structured JSON | 1 |
web.search |
Search the web and get ranked results | 1 |
web.site.map |
Map web site | 1 |
Access
- Runs on looot’s key for 9 endpoints: nothing to set up, the run spends your looot balance. You can connect your own key instead; see Bring your own key.
Price basis
4 per result (from $0.000333), 5 charged at the cost the provider reports. A call that fails at the provider costs $0; see What’s free.
Free first in fallback
Partly. 4 endpoints bill per result, so a miss costs nothing and fallback can move them ahead of flat-priced rows. See Free first.
Run it
A job run takes shared input names, not Firecrawl’s own field names; looot maps them for each provider. For job:web.scrape.structured, url is taken by 7 of its 9 providers. See Job inputs.
Example input for looot run or the MCP run tool, with placeholder values:
looot run job:web.scrape.structured --input '{"url":"https://example.com"}'{
"endpointId": "job:web.scrape.structured",
"input": {
"url": "https://example.com"
},
"idempotencyKey": "<new unique key>"
}A job run picks among all the job’s providers. To run Firecrawl itself, name one of its endpoints (MCP search with {"filters": {"provider": "firecrawl"}} lists them), for example firecrawl-scrape: looot inspect firecrawl-scrape prints its exact input fields and price.
In the live catalog
- Browse: looot.ai/public-catalog/firecrawl-crawl-errors, or search looot.ai/public-catalog for Firecrawl.
- Every endpoint, no account needed:
curl "https://api.looot.ai/v1/public-catalog?provider=firecrawl"
Firecrawl’s name and logo are trademarks of their owner, shown to identify the provider.