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Jina Reader API

Jina Reader API on looot as of 2026-10-07: 5 jobs through 5 endpoints, how you reach it, what it costs, and how to run it.

Jina Reader API

Generative AIWeb search & researchScrapers5 jobs, 5 endpoints

What it’s good for

Jina Reader API is in Generative AI, Web search & research, Scrapers. Reach for it to search the web and get ranked results; scrape a web page into markdown; sort texts into your own labels.

As of 2026-10-07 (catalog revision 101776) it serves 5 jobs through 5 endpoints.

Jobs

Job id What it does Endpoints
text.classify Sort texts into your own labels 1
text.embed Turn text into embedding vectors 1
text.rerank Rank documents by relevance to a query 1
web.scrape.markdown Scrape a web page into markdown 1
web.search Search the web and get ranked results 1

Access

  • Runs on looot’s key for 5 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

5 per call (from $0.0002). A call that fails at the provider costs $0; see What’s free.

Free first in fallback

No. Every endpoint bills on each answer, found or not, so a fallback walk pays for a miss here. See Free first.

Run it

A job run takes shared input names, not Jina Reader API’s own field names; looot maps them for each provider. For job:web.scrape.markdown, url is taken by 4 of its 4 providers. See Job inputs.

Example input for looot run or the MCP run tool, with placeholder values:

looot run job:web.scrape.markdown --input '{"url":"https://example.com"}'
{
  "endpointId": "job:web.scrape.markdown",
  "input": {
    "url": "https://example.com"
  },
  "idempotencyKey": "<new unique key>"
}

A job run picks among all the job’s providers. To run Jina Reader API itself, name one of its endpoints (MCP search with {"filters": {"provider": "jina"}} lists them), for example jina-reader: looot inspect jina-reader prints its exact input fields and price.

In the live catalog

Jina Reader API’s name and logo are trademarks of their owner, shown to identify the provider.

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