AI agents are beginning to need more than web search. Firecrawl just raised $75 million to build a knowledge layer that connects agents to the live web, official databases and specialized sources through one system.
WHAT’S HAPPENING
Firecrawl has launched Alexandria, a new infrastructure layer designed to give AI agents access to multiple trusted information sources through a single interface.
The company also announced a $75 million Series B, led by Smash Capital, to expand the platform. (firecrawl.dev)
Alexandria combines the live web with official data providers, custom connectors and specialized indexes covering areas such as developer documentation, research papers and government information.
Firecrawl says the network currently includes 88 official providers, 504 capabilities and more than 113 million indexed sources. Those figures are company-reported. (pr.com)
WHY IT MATTERS
AI agents need information to do useful work.
But important data is often scattered across websites, APIs, databases and paid providers.
That means agents can spend more time finding and connecting information than actually using it.
Alexandria is trying to solve that by creating a single access layer.
The shift is simple:
AI agents are starting to need a supply chain for trusted data.
WHO BENEFITS
Developers could connect agents to more sources without building separate integrations for each one.
Publishers, researchers and data providers could also benefit if agent access becomes a new revenue stream.
Firecrawl says it is already paying providers such as Wikimedia Enterprise and wants to expand a model where knowledge owners are compensated when AI systems use their information. (firecrawl.dev)
WHO LOSES
Websites and data providers that remain difficult for agents to access could become less useful inside automated workflows.
Traditional search and scraping tools could also face pressure if agents increasingly rely on direct, structured access to trusted sources.
WHAT HAPPENS NEXT
Firecrawl has already started connecting Alexandria into tools used by AI developers, including ChatGPT and Codex.
The company says its internal testing showed a 21% improvement in answer quality across 845 tasks compared with built-in web tools, although that result comes from Firecrawl’s own evaluation rather than independent testing. (firecrawl.dev)
The bigger shift is already visible:
AI agents are not just searching the web anymore.
They are starting to connect directly to the information infrastructure underneath it.
