I asked Claude Code to build website mockups and found out where the tokens go

In late March 2026, Figma opened its canvas to AI agents, allowing tools like Claude Code to interact directly with mockups via an MCP server. The author tested Claude Code's ability to automatically transfer landing page designs to the Figma canvas using screenshots or website links as input. The experiment analyzed the agent's steps, tool usage frequency, and total token consumption. The results demonstrate how effectively modern AI agents handle layout tasks and the real cost of such automation for developers and designers. The article provides a practical look at integrating LLMs into the interface design workflow and helps evaluate the economic feasibility of using these tools in daily operations.