# Jina MCP: use Jina from your agent through looot

Turn any URL into clean markdown and run web search for your agent through one MCP connection. Jina is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.

## What your agent can do with Jina

- Convert pages to markdown: covered.
- Extract structured data: covered.
- Search the web: covered.

## Example prompts for Jina

- Read a URL: Use looot to read https://example.com/docs with Jina and return the markdown.
- Structured read: Use looot to pull the headings and links from these three pages with Jina as a table.
- Search: Use looot to search with Jina for open source MCP clients and list the top results.

## Is there a Jina MCP server?

looot gives your agent one MCP connection. Jina is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection. You add looot once and reach every provider in the catalog from it.

## How do I use Jina with Claude Code?

Add the looot MCP connection to Claude Code once, using the setup at https://looot.ai/skill.md. Then ask Claude Code to use looot for the job. Jina is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.

## How do I use Jina with Cursor?

Add the looot MCP connection in Cursor's MCP settings, then ask the agent to use looot. Jina is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.

## Does Jina work with ChatGPT?

It works in any client that can add an MCP connection. Where your ChatGPT plan lets you add one, add looot and ask it to use looot. Jina is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.

## What can I do with Jina through looot?

The jobs on this page: convert pages to markdown, extract structured data, search the web. The page marks any job whose endpoints are not in the live catalog.

## What does Jina cost through looot?

You pay per call. The price of each endpoint is shown before you run it, so your agent can check it first and pick the cheapest one that fits.

## Do I need a Jina account to use it through looot?

You connect to looot, not to Jina. looot makes the provider call for you and bills each call at the price shown before the run.

## How does my agent find the right Jina endpoint?

It searches the looot catalog for the task, reads the endpoint's parameters and price, and then calls it. You do not have to read Jina's docs first.

## What can I use with Jina in looot?

Providers that often go with Jina are Firecrawl, Diffbot, Exa, Tavily. All of them sit behind the same looot MCP connection.

## Used together with

- firecrawl
- diffbot
- exa
- tavily

## Last reviewed

2026-10-02. Live prices are on the web page, read from the catalog.