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Capability spotlightJuly 9, 2026The Vaaya team

Give your agents the live web: search and scrape

Real-time web search, crawling, and structured extraction for AI agents, through one integration.

A language model only knows what it was trained on. The moment your agent needs something current, a price today, a company's latest headcount, the contents of a page, it has to reach the live web. Vaaya gives it that reach through one integration.

Search by meaning

Ask your agent to research a topic and it searches, reads, and synthesizes across many sources, with citations. Capabilities like this draw on Exa, a search engine built for AI that finds pages by meaning rather than keywords and returns full, clean content, and on Parallel for deep multi-step tasks. Your agent reasons over real sources instead of guessing.

Scrape any page, crawl any site

When you need the actual contents, ask your agent to scrape a page, crawl a whole site, or extract the exact fields you name. Firecrawl powers clean, LLM-ready output as markdown or JSON. For pages that need a real browser, browser automation runs on Browserbase, so JavaScript-heavy sites, logins, and clicks are no obstacle.

Structured, agent-ready output

Every result comes back clean and structured, ready for the next step in your agent's reasoning. No parsers to write, no proxies to manage, no per-tool keys. Vaaya meters each call in cents, caps spend, and puts it on one bill.

Give your agents the live web, and they stop guessing and start knowing.

Give your agents superpowers.

Install Vaaya and let your agents do this, and much more, through one integration.

npx @vaaya/mcp install