Frontend MCP gives agents tools to read interface contracts, validate implementations, and update documentation without unnecessarily expanding context. Gemini image generation delivers files by path instead of base64 responses; the server runs over stdio for local clients or HTTP/SSE when remote. Its containerized delivery uses Cloud Run, Cloud Storage, managed secrets, and Cloud Build to keep the service lean and automated.