Kannaseka/Dental-AI-Treament-Planner — reverse-engineered prompt

Build me a dental AI treatment planner that can take a dental X ray image and give back a clear diagnosis summary, likely conditions it sees, severity, a treatment plan, and an estimated price range for treatment in Dubai or the UAE.

I want it to feel useful for a dentist or clinic demo, not just a model test. It should be able to spot things like caries, deep caries, periapical lesions, impacted teeth, bone loss, crowns, implants, and root canal related findings from panoramic or periapical X rays. The treatment recommendations should be grounded in real dental guidelines, with a simple way to search or reference those guidelines when needed.

Please include a REST API, a small interactive web demo for uploading an image, and MCP support so an AI assistant can call tools to analyze X rays, generate treatment plans, search guidelines, and estimate costs. Add a simple CLI too if it fits. Keep setup straightforward and make it runnable locally. Look up current docs online if you need to.