metadata

title: Healthify Me MCP
emoji: 🥕
colorFrom: yellow
colorTo: pink
sdk: gradio
sdk_version: 5.32.1
app_file: app.py
pinned: false
license: mit
short_description: get nutritional information based on Open Food Facts Dataset
video: https://youtu.be/Sl_DKcV7Oy0
tags:
  - mcp-server-track
  - Mistral
  - openfoodfacts

🤖 Healthify Me - AI Nutritional Assistant

#MCPHackathon 2024 Submission - Intelligent food analysis powered by Model Context Protocol

Healthify Me is an AI-powered nutritional assistant that helps users make informed food choices through intelligent product analysis. Built specifically for the MCP Hackathon, it demonstrates the power of combining generative AI with structured data queries.

🎯 What it does

Natural Language Search: Ask about any food product
Instant Analysis: Get comprehensive nutritional breakdowns, ingredients, allergens, and health scores
Smart Data Processing: Combines Mistral AI query understanding with real-time database searches
Interactive Visualizations: Generate beautiful charts and graphs via Claude Desktop integration

🚀 Key Features

🔍 Smart Search - "Find healthy breakfast cereals" → AI understands and finds relevant products
📊 Nutri-Score & NOVA Classification - Instant health scoring for any product
⚠️ Allergen Detection - Comprehensive allergen and intolerance analysis
📈 Visual Analytics - Claude Desktop automatically generates interactive charts
🌍 Massive Database - 4M+ products from OpenFoodFacts

🛠️ Tech Stack

🤖 Model Context Protocol (MCP)
🧠 Mistral AI
🦆 DuckDB
🤗 Hugging Face
⚡ Gradio
🍎 OpenFoodFacts

🎯 MCP Integration

This project showcases MCP's power by:

Intelligent Tool Calling - Claude Desktop automatically uses our food search capabilities
Context-Aware Responses - AI maintains conversation context across multiple queries
Dynamic Visualizations - Prompts Claude to generate charts from returned data
Seamless UX - Users get both text analysis and visual insights in one interaction

🏆 Hackathon Impact

Users can instantly analyze any food product's nutritional profile, compare alternatives, and make healthier choices - all through natural conversation with AI.

MCP Integration: Works seamlessly with Claude Desktop for enhanced food analysis