Use cases

How teams use Bluefield

From AI agents to research pipelines and onboarding flows. A few real patterns developers reach for.

Web tools your agents can call natively

Register Bluefield as an MCP server. Your agent gets search, scrape, map, crawl, and extract as native tools it can call the same way it calls any other function.

See how it works Research agents

Read and synthesize hundreds of sources

Feed live web content into your RAG pipeline in minutes. Bluefield handles the fetching, rendering, and cleaning so your agent only sees the signal.

See how it works AI chat

Ground your chatbot in live web data

Connect any chat interface to real time web content. Your users get answers drawn from the live web rather than stale training data.

See how it works User onboarding

Auto-populate from any public URL

Let users paste their website URL during signup. Extract company info, products, and tone automatically so your onboarding form fills itself.

See how it works Lead enrichment

Enrich leads from live web data

Pull company info, tech stack, and recent news for any domain. Fresh data from the live web on every request.

See how it works