Astah Pro MCP is a plugin that enables AI agents to design and manipulate UML models programmatically, supporting diagram creation, code generation, and sketch-to-diagram conversion. It implements experimental programmatic tool calling and integrates with multiple AI agents including Claude Code, with performance benchmarks ranging from 13 to 41 minutes for sample modeling tasks.