Firecrawl
Web scraping API that turns any website into clean, LLM-ready markdown — handling JS rendering, anti-bot, and proxies.
About
Firecrawl solves a fundamental problem for AI agents: the web is messy, and most pages are full of navigation, ads, and JavaScript that LLMs can't easily parse. Firecrawl takes any URL and returns clean, structured markdown or JSON — handling JavaScript rendering, dynamic content loading, anti-bot mechanisms, and rotating proxies internally. It also parses PDFs and DOCX files. One API call, clean data out.
Firecrawl has deeply embraced the agent ecosystem. They maintain an official MCP server, have published multiple blog posts about OpenClaw integration (including a guide on building personal agents with internet access), and Firecrawl is actually built into OpenClaw as a fallback for the web_fetch tool, handling bot circumvention and JS rendering when simpler approaches fail. The CLI setup is dead simple: npx firecrawl-cli init --all --browser.
With nearly 88K GitHub stars, Firecrawl is one of the most popular open-source tools in the AI agent space. The free tier includes 500 scraped pages, and the platform covers 96% of the web including heavily JavaScript-dependent sites.