• DATA
  • CLASS
  • SCAN
  • HUMAN

How to analyze food processing levels with your AI

Connect Open Food Facts to your AI client to instantly identify ultra-processed foods. Your agent handles the ingredient lookup and classification logic.

Ask AI about this page

Short answer

How can I use AI to find ultra-processed foods?

Your AI uses Open Food Facts to pull ingredient lists and NOVA group classifications for specific products. You'll get a clear breakdown of whether a food is processed, ultra-processed, or whole food.

The results you get

What your AI uncovers

The AI turns raw product data into nutritional insights.

DATA

Ingredient breakdowns

The AI pulls exact ingredient lists from the database. You see every additive and preservative used in the product.

CLASS

NOVA group identification

Your agent maps ingredients to the NOVA classification system. You'll know if a product is Group 4 ultra-processed food.

SCAN

Barcode lookups

You can provide a barcode to get immediate nutritional context. The AI fetches the specific product entry automatically.

HUMAN

Personal dietary decisions

The AI provides the facts, but you decide which foods fit your specific health goals. It doesn't make medical recommendations.

The workflow

What your AI does when you ask about food

The AI acts as a bridge between your questions and the Open Food Facts database.

  1. Identify the product

    The AI finds the specific food item you are interested in using its name or a barcode.

    search_food_productsscan_food_barcode

  2. Extract ingredients

    Once the product is found, the AI reads the full ingredient list and additive data.

    search_food_products

  3. Classify processing

    The AI analyzes the ingredients against the NOVA system to determine the processing level.

    search_food_products

  4. Summarize findings

    The agent presents a plain English explanation of why the food is or isn't ultra-processed.

    search_food_products

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Swap out the product names or barcodes for the items you actually have in your kitchen.

Open Food Facts Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_LG3ZHHgVTtLIU6dOuJkWSmnSrrPLS1XRE1EcLcmB/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Open Food Facts capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "open-food-facts-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LG3ZHHgVTtLIU6dOuJkWSmnSrrPLS1XRE1EcLcmB/mcp"
    }
  }
}
Copy into chat04

  • Scan this barcode and tell me if it's an ultra-processed food: [insert barcode]

  • Search for 'Oatmeal' and tell me which brands have the lowest processing level.

  • Check the ingredients for 'Brand Name Granola' and classify it using the NOVA system.

  • I'm looking at a box of crackers. Use the barcode [insert barcode] to see if it contains any highly processed additives.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Open Food Facts once, then ask.

Just click to connect. Your credentials stay encrypted, and you can immediately start asking your AI about food ingredients.

Connect Open Food Facts to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the food data in Open Food Facts?

    No. The AI can only read data from the database to answer your questions.

  • 02

    Does the AI provide medical advice?

    No. It only provides ingredient information and NOVA classifications. You must consult a professional for dietary or medical decisions.

  • 03

    Can I use this to find foods without specific allergens?

    Yes, by searching for products and asking the AI to check the ingredient list for specific items.

  • 04

    What happens if the barcode isn't in the database?

    If the tool cannot find a match for the barcode, the AI will tell you it couldn't find that specific product.

  • 05

    Can the AI buy groceries for me?

    No. This MCP only provides information and analysis based on existing food data.

  • More questions about Open Food Facts? The Connector page answers them. See everything the Open Food Facts Connector can do

Connect Open Food Facts to Claude, Cursor, ChatGPT & more