The agent builds against a schema it cannot fake
Ask an external agent to read the installed theme, page-type and layout catalogue, then submit a typed site spec containing one invented component. Validation should reject the invented item before any mutation.
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Through the MCP Agent Bridge, an external agent reads the installed theme, page-type and layout catalogue, and typed validation rejects invented components before mutation. That bridge invokes no model; the separate optional AIOrchestrator can call configured providers and carries its own credential and cost boundary.
Alternative fit: For a five-page brochure this is more structure than the job needs. It earns its keep once the same shapes repeat across dozens of pages and several hands touch them.