NutriCare Agents is an innovative AI-powered nutrition platform tailored for users, addressing critical gaps in dietary guidance. By combining Graph Neural Networks (GNN), Pareto optimization, and a responsible multi-agent system, it delivers personalized meal recommendations that align with users’ health conditions, cultural preferences, and budgets. The system leverages extensive data, including 2,000+ dishes, 500+ local ingredients, and global health datasets like NHANES, ensuring culturally relevant and scientifically grounded suggestions. Hosted on Google Cloud, NutriCare Agents offers a multi-modal interface (chat, voice, visuals) for accessibility, particularly for people with disabilities and the elderly. It tackles rising nutrition-related diseases, promotes sustainable eating, and reduces healthcare disparities. With a roadmap for expansion to diverse groups like children and athletes, NutriCare Agents aims to enhance community health, foster social equity, and drive sustainable food practices across Vietnam.