firecrawl

Firecrawl — scrape a URL or crawl a site, returning clean markdown. The workhorse for RAG ingestion from the open web.

import { firecrawl } from '@agentskit/tools'

const runtime = createRuntime({
  adapter,
  tools: [...firecrawl({ apiKey: process.env.FIRECRAWL_API_KEY! })],
})

#Sub-tools

Name	Purpose
`firecrawlScrape`	One-shot scrape of a single URL
`firecrawlCrawl`	Recursive crawl with include/exclude patterns

Bundled: firecrawl(config).

#Config

type FirecrawlConfig = {
  apiKey: string
  baseUrl?: string          // self-hosted Firecrawl
  fetch?: typeof fetch
}

#Example — on-demand RAG

const runtime = createRuntime({
  adapter,
  tools: [...firecrawl({ apiKey }), ...rag.tools],
})

await runtime.run('Fetch https://example.com/changelog and answer what shipped this week.')

#Comparison

Tool	When to use
firecrawl	Structured markdown + crawl trees, API-backed, paid
reader	Jina Reader — fast, free, single-URL
fetchUrl	Zero-dep HTTP GET, no cleanup
browserAgent	Full JS-rendered interaction

Integrations overview · RAG loaders.

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firecrawl

#Sub-tools

#Config

#Example — on-demand RAG

#Comparison

#Related

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