Scrapers

Scrapers in the looot catalog as of 2026-10-07: 43 jobs served by 23 providers, with the job ids to run and links to the live catalog.

As of 2026-10-07 (catalog revision 101776), Scrapers has 43 jobs across 16 platforms, served by 23 providers through 76 endpoints, 76 of them runnable now. The catalog changes every week; the live numbers are one call away:

curl "https://api.looot.ai/v1/catalog/overview?category=scrapers&depth=jobs"

Run any job below by its id: endpointId: "job:<job id>" on MCP run or POST /v1/runs, or looot run job:<job id>. See Jobs.

Web data

15 jobs, 18 providers, 45 endpoints (45 runnable). Cheapest per call $0, per result $0.000333.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`web.scrape.markdown`	Scrape a web page into markdown	10	$0.0002	$0.001
`web.scrape.structured`	Scrape a URL into structured JSON	5	$0.0012	$0.0015
`web.article.extract`	Extract the article behind a URL	4	$0.001	$0.001
`web.screenshot`	Take a screenshot of a web page	3	$0.0025	n/a
`web.scrape.html`	Get a web page’s HTML	2	$0.00044	n/a
`web.product.extract`	Extract a product from a URL	2	$0.0012	n/a
`web.scrape.job.results`	Fetch the results of a scrape job	2	$0.0001	$0.000333
`api.web.crawl`	Crawl api web	1	n/a	$0.001

7 more jobs: GET /v1/catalog/overview?platform=web&depth=jobs.

Browser tasks

7 jobs, 2 providers, 7 endpoints (7 runnable). Cheapest per call $0.05, per result $0.016.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`api.task.browser-use`	Browser use api task	1	n/a	$0.02
`api.task.claude-computer-use`	Claude computer use api task	1	$0.05	n/a
`api.task.cua`	Cua api task	1	$0.05	n/a
`api.task.grok-computer-use`	Grok computer use api task	1	$0.05	n/a
`api.task.hyper-agent`	Hyper agent api task	1	n/a	$0.02
`api.task.meta-computer-use`	Meta computer use api task	1	$0.05	n/a
`browser.automation.run`	Run a browser agent on a page	1	n/a	$0.016

Crawling

2 jobs, 3 providers, 4 endpoints (4 runnable). Cheapest per call $0.0025, per result $0.0008.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`web.site.map`	List the pages of a website	3	$0.0025	$0.0008
`crawl.get`	Get crawl	1	n/a	$0.0024

Extraction

2 jobs, 3 providers, 3 endpoints (3 runnable). Cheapest per call $0.02, per result $0.001.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`extract.get`	Get extract	2	n/a	$0.001
`api.extract`	Extract api	1	$0.02	n/a

The New York Times

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.0036, per result $0.00072.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`api.nytimes.articles`	Articles api nytimes	1	$0.0036	n/a
`api.nytimes.articles.search`	Search api nytimes articles	1	n/a	$0.00072

Scraping

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.001, per result $0.001.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`api.scrape`	Scrape api	1	$0.001	n/a
`api.scrape.batch`	Batch api scrape	1	n/a	$0.001

TechCrunch

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.0036, per result $0.00036.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`api.techcrunch.articles`	Articles api techcrunch	1	$0.0036	n/a
`api.techcrunch.articles.search`	Search api techcrunch articles	1	n/a	$0.00036

The Verge

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.036, per result $0.0036.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`api.theverge.articles`	Articles api theverge	1	$0.036	n/a
`api.theverge.articles.search`	Search api theverge articles	1	n/a	$0.0036

Web page parsing

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.0036, per result n/a.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`api.webparser.parse`	Parse api webparser	1	$0.0036	n/a
`api.webparser.render`	Render api webparser	1	$0.036	n/a

Scraping actors

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.06, per result n/a.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`actors.run`	Run actors	1	$0.06	n/a

Api

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.001, per result n/a.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`api.hybrid.video-data`	Video data api hybrid	1	$0.001	n/a

Fetch

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0, per result n/a.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`fetch.post`	Post fetch	1	$0	n/a

File conversion

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.008, per result n/a.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`files.pdf-ocr`	Pdf ocr files	1	$0.008	n/a

The Guardian

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.036, per result n/a.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`api.guardian.articles`	Articles api guardian	1	$0.036	n/a

Parse

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.0025, per result n/a.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`parse.get`	Get parse	1	$0.0025	n/a

Pdf

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.005, per result n/a.

Job id	What it does	Providers	Cheapest per call	Cheapest per result
`pdf.get`	Get pdf	1	$0.005	n/a

Find the right endpoint

Search by what you want done: MCP search, looot search "<words>", or GET /v1/catalog/search?q=<words>.
List one job’s providers, cheapest first: search with {"filters": {"capability": "<job id>"}, "prefer": "cheapest"}.
Browse without an account: looot.ai/public-catalog or GET https://api.looot.ai/v1/public-catalog?text=<words>.

Scrapers

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