AIR SDK

Collective intelligence for browser automation agents with resilient selectors and site capability awareness.

AIR SDK provides collective intelligence for browser automation agents. It wraps Playwright, Puppeteer, or Browser Use pages to add resilient CSS selectors, site capability awareness, and automatic fallback resolution. Agents can discover what actions are possible on any website before navigating, reducing token waste and improving reliability. The SDK includes a built-in MCP server exposing four tools: extract data, discover capabilities, execute actions, and report outcomes. Every agent makes the network smarter through collective learning.