Agentic AI Design Workflow

June 2026

Built an agentic workflow that integrates a large language model (Claude) with the Figma API through the Model Context Protocol (MCP). The system orchestrates multi-step tool calls, letting the model autonomously plan and execute design operations to generate and iteratively refine UI directly from natural-language specifications. By exposing Figma as a set of MCP tools, the agent can reason about layout, create and edit frames, and converge on a polished design without manual intervention.

Tech: Claude, MCP (Model Context Protocol), Figma API, LLM Agents, Tool Orchestration, Prompt Engineering