API Anything is a tool that teaches agents to interact with websites by observing HTTP requests, then converts those interactions into reusable API operations callable over MCP or HTTP. Testing shows agents using API Anything complete tasks 1.5–2× faster, consume half the tokens, and achieve identical accuracy compared to browser-based approaches.