Web Search
Pattern
Firecrawl Scrape Tool Chat
Crawl and extract content using Firecrawl's API. Includes URL processing, markdown conversion, and structured data extraction.
IntermediateOct 2025View the full pattern on desktop
Problems solved
- Search and scrape pages with Firecrawl's API
- Convert crawled pages into markdown for the model
- Transform Firecrawl hits into structured tool results
Use cases
- Web research agents that need full page text
- Competitive site monitoring
- Content extraction chat tools
- SEO research that starts from Firecrawl search
AI SDK APIs
streamTexttools:stepCountIsconvertToModelMessagestool(
Tags
aiwebsearchfirecrawlweb-crawlingcontent-extractionurl-processingmarkdown-conversiondata-collectionzod-validationtype-safe
Requirements
- Node.js
- 24+
- Memory
- 512MB
- Other
- Firecrawl API key
Environment variables
FIRECRAWL_API_KEYGet key
External services
firecrawl
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