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Web search & research

Web search & research in the looot catalog as of 2026-10-07: 21 jobs served by 24 providers, with the job ids to run and links to the live catalog.

As of 2026-10-07 (catalog revision 101776), Web search & research has 21 jobs across 7 platforms, served by 24 providers through 48 endpoints, 47 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=research&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.

Search engines

4 jobs, 17 providers, 20 endpoints (20 runnable). Cheapest per call $0, per result $0.00025.

Job id What it does Providers Cheapest per call Cheapest per result
web.search Search the web and get ranked results 16 $0 $0.00025
search.bing-news Bing news search 1 $0.004 n/a
search.google-news Google news search 1 $0.004 n/a
search.google-news-light Google news light search 1 $0.004 n/a

Web data

4 jobs, 11 providers, 15 endpoints (14 runnable). Cheapest per call $0.00099, per result n/a.

Job id What it does Providers Cheapest per call Cheapest per result
news.search Search the news for a topic 8 $0.00099 n/a
web.research Research web 2 $0.05 n/a
web.answer Answer web 2 $0.005 n/a
web.similar Similar web 1 $0.007 n/a

News

5 jobs, 1 provider, 5 endpoints (5 runnable). Cheapest per call $0.01, per result n/a.

Job id What it does Providers Cheapest per call Cheapest per result
news.crypto Crypto news 1 $0.01 n/a
news.crypto.count Count news crypto 1 $0.01 n/a
news.market Market news 1 $0.01 n/a
news.market.count Count news market 1 $0.01 n/a
news.sources Sources news 1 $0.01 n/a

Research agents

3 jobs, 2 providers, 3 endpoints (3 runnable). Cheapest per call $0.01, per result n/a.

Job id What it does Providers Cheapest per call Cheapest per result
agent.runs.create Create agent runs 1 $0.15 n/a
research.findall Find every entity that matches a description 1 $0.25 n/a
research.task.run Run a web research task 1 $0.01 n/a

Google

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

Job id What it does Providers Cheapest per call Cheapest per result
api.google.news.articles Articles api google news 1 $0.036 n/a
api.google.news.topics Topics api google news 1 $0.036 n/a

Search engine results

2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.002, per result n/a.

Job id What it does Providers Cheapest per call Cheapest per result
serp.google.news.live.advanced Advanced serp google news live 1 $0.002 n/a
serp.google.news.live.html Html serp google news live 1 $0.002 n/a

The Guardian

1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.0719, per result n/a.

Job id What it does Providers Cheapest per call Cheapest per result
api.guardian.authors.search Search api guardian authors 1 $0.0719 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>.

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