Artificial Intelligence is rapidly transforming how 3D content is authored, validated, and optimized. Within the Web3D community, X3D offers a structured, open, and extensible foundation for AI-assisted workflows. But as the paper x3d_mcp: A Model Context Protocol Server for AI-Assisted X3D Authoring shows, raw LLM output is brittle without grounding in the authoritative X3D specification.