AIR SDK

Wraps Playwright, Puppeteer, or Browser Use pages with collective intelligence for browser automation. Instead of having your agent guess which selectors to use or what actions are possible on a site, this pulls pre-verified capabilities and resilient CSS selectors from a shared knowledge base. The MCP server exposes browse_capabilities and execute_capability tools that let Claude query what's doable on a domain before navigating there, then execute actions with fallback selector resolution. Benchmarks show 400x cost reduction versus LLM-based DOM reasoning for single actions, scaling to 7,000x on multi-step workflows since you skip the inspect-and-reason loop entirely. Privacy-first design means input values and cookies never leave your machine. Install the skill with one command to add AIR tools directly to Claude Desktop, Cursor, or Windsurf.