Firecrawl: Agent

Complex web tasks using AI agent with natural language instructions.

Tool ID: firecrawl_agent

Run this action

Use the TypeScript SDK for a single call. Put ctx.tools.execute(...) inside a Play when the call should be durable, scheduled, or run across a CSV.

import { Deepline } from 'deepline';

const deepline = await Deepline.connect();
const result = await deepline.tools.execute(
  'firecrawl_agent',
  {
    "prompt": "example"
  },
);

console.log(result.toolResponse.raw);

CLI

deepline tools execute firecrawl_agent --input '{
  "prompt": "example"
}' --json

Example response

The SDK exposes this shape at result.toolResponse.raw. Values below are representative.

{
  "data": {
    "status": "example"
  }
}

Use deepline tools get firecrawl_agent --json for the latest machine-readable contract.

Input reference

Start an AI agent job and return its ID for status polling.

Name	Type	Required	Default	Details
`payload.prompt`	`string`	Yes	—	Natural language instruction for the AI agent (max 10000 chars)
`payload.urls`	`array`	No	—	Starting URLs for the agent
`payload.schema`	`record`	No	—	JSON schema for structured output
`payload.maxCredits`	`integer`	No	—	Max credits to spend (default 2500)
`payload.model`	`"spark-1-mini" \| "spark-1-pro"`	No	—	Agent model (default “spark-1-mini”) Allowed: `spark-1-mini`, `spark-1-pro`.
`payload.strictConstrainToURLs`	`boolean`	No	—	Only visit provided URLs
`payload.timeoutMs`	`integer`	No	—	Deprecated compatibility field. Start actions now return immediately; use the matching status action to poll.

Output reference

AI agent job result.

Name	Type	Required	Default	Details
`result.data`	`object`	Yes	—	Provider response payload.
`result.data.id`	`string`	No	—	—
`result.data.status`	`string`	Yes	—	—
`result.data.data`	`unknown`	No	—	—
`result.data.model`	`string`	No	—	—
`result.data.error`	`string`	No	—	—
`result.data.expiresAt`	`string`	No	—	—
`result.meta`	`record`	No	—	Additional response metadata (status, paging).

Deepline cost

Pricing model: provider_usage (provider usage).
Estimated Deepline credits: 0 per pricing unit.

Get started

Build and automate

Common workflows

Data and integrations

Reference

Run this action

CLI

Example response

Input reference

Output reference

Deepline cost

​Run this action

​CLI

​Example response

​Input reference

​Output reference

​Deepline cost

​Related documentation

Run this action

CLI

Example response

Input reference

Output reference

Deepline cost

Related documentation