I Built an Open-Source McDonald's Meal Recommender Using MCP and Python

说明与用途

McPilot 是一个使用 MCP 和 Python 的开源麦当劳餐点推荐器，提供基于预算和营养的透明、数据驱动的推荐。

问题

Choosing a meal that fits budget, nutrition, and taste preferences is complex.

结果

McPilot delivers explainable, data‑driven meal recommendations that respect budget and nutrition constraints, improving decision‑making for McDonald’s China customers.

工作流

• 1. User enters budget, party size, dietary restrictions, and nutritional goals via a responsive web interface.
• 2. McPilot queries the McDonald’s China MCP for menu, nutrition, and coupon data via Streamable HTTP.
• 3. Python processes the data, validates inputs, and applies the chosen recommendation strategy.
• 4. The system outputs meal combinations, price totals, and explanations, or suggests alternatives if no suitable combo is found.

证据

McPilot uses available menu, store, nutrition, and coupon information to create explainable meal recommendations.

来源

The system also supports price calculations, explanations for its recommendations, missing-data warnings, and suggestions when no suitable meal combination is found.

来源

McPilot explicitly identifies missing data to avoid misleading recommendations.

来源