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Developer Guides
Updated Feb 2026Firecrawl integrates with a wide range of LLM providers, AI frameworks, coding IDEs, and workflow automation platforms. Use these guides to connect Firecrawl's scraping, crawling, and extraction capabilities to your existing stack.
LLM SDKs and Frameworks
Connect Firecrawl to popular LLM providers and AI frameworks for scraping, summarization, RAG pipelines, and structured data extraction.
| Guide | Description |
|---|---|
| OpenAI | Scrape + summarize, function calling, structured extraction, Responses API with MCP |
| Anthropic | Scrape + summarize, tool use integration, structured extraction with Claude |
| Gemini | Scrape + summarize, multi-turn content analysis, structured extraction with Gemini |
| Google ADK | MCP-based integration with Google Agent Development Kit for multi-agent systems |
| LangChain | Scrape + chat, chains, tool calling, structured data extraction |
| LangGraph | State-based agent workflows with scrape and analyze nodes |
| LlamaIndex | RAG with vector search -- crawl, embed, and query web content |
| Mastra | Multi-step TypeScript workflows: search, scrape, and summarize |
| Vercel AI SDK | First-class firecrawl-aisdk package with scrape, search, browser, agent, and more |
MCP Setup
Configure Firecrawl as a Model Context Protocol (MCP) server in your IDE or AI tool. Each guide takes under 2 minutes.
| Guide | Description |
|---|---|
| Cursor | JSON config for Cursor IDE MCP settings |
| Claude Code | One-line CLI command to add Firecrawl MCP |
| Windsurf | JSON config for Windsurf/Codeium MCP settings |
| ChatGPT | Remote MCP connector via ChatGPT Developer Mode |
| Factory AI | CLI command to add Firecrawl MCP to Factory droids |
Workflow Automation
Firecrawl also integrates with no-code and low-code automation platforms including Make (Integromat), Zapier, and n8n. See the Firecrawl workflow automation docs for details.
Common Sites
Firecrawl provides specialized guides for scraping popular websites like Amazon, LinkedIn, Reddit, and more. See the Firecrawl common sites docs for site-specific tips.
Cookbooks
End-to-end tutorials and recipes for building complete applications with Firecrawl. Topics include AI research assistants, brand style guide generators, and more. See the Firecrawl cookbooks for full walkthroughs.
Usage Guides
Guides covering advanced topics like choosing the right data extractor, optimizing scrape performance, and working with different output formats. See the Firecrawl usage guides for details.