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Firecrawl Raises $75M Series B, Launches Alexandria Data Platform for AI Agents

Web data infrastructure firm Firecrawl has raised a $75 million Series B led by Smash Capital and launched Alexandria, a knowledge base for AI agents. Alexandria aggregates 82 data providers, 471 data capabilities and more than 113 million papers, READMEs, issues and technical documents across 28 categories, accessible via MCP, CLI and API. Firecrawl said internal tests showed Alexandria’s answers on roughly 1,000 directory-style questions were 21% higher quality than built-in web tools.

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AI take

The pitch here is less about Firecrawl's crawler than about Alexandria's claim to be a pre-packaged, agent-readable corpus — a shift from live web retrieval toward curated data supply, which is where defensibility and vendor lock-in tend to concentrate. The 21% quality edge is self-reported and benchmarked on directory-style questions, so it says little about open-ended research. Whether Alexandria's aggregated sources stay licensed, current and differentiated from what frontier model providers bundle natively is the open question.

Generated by AI for reference only.

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