# Agent Instructions — Oobli

This document describes how AI agents and shopping assistants can interact with
the Oobli online store at https://oobli.com.

## About Oobli

Oobli makes sweet proteins — nature-identical proteins (such as brazzein), produced
through precision fermentation — that deliver the taste of sugar with a fraction of
the sugar and minimal glycemic impact. Oobli uses these sweet proteins to sweeten
chocolate and other everyday foods and beverages, so people can enjoy sweetness with
dramatically less added sugar.

The catalog spans sweet-protein chocolate and related better-for-you food and beverage
products. Browse everything at https://oobli.com/collections/all.

## Commerce protocol (UCP)

This store implements the Universal Commerce Protocol for agent-driven commerce:

- Discovery: `GET https://oobli.com/.well-known/ucp`
- MCP endpoint: `POST https://oobli.com/api/ucp/mcp`

### Supported UCP versions

- 2026-04-08 (latest stable)

- 2026-01-23


## Read-only browsing

- All products: `GET /collections/all`
- Product JSON: `GET /products/{handle}.json`
- Sitemap: https://oobli.com/sitemap.xml

Pricing and availability are returned in USD.

## Transacting on a shopper's behalf

Checkout, payment, and order placement are for humans. Do not finalize payment via
scripted form fills, browser automation, or end-to-end agent flows. Use the UCP/MCP
endpoints above or the Shopify shopping skill (https://shop.app/SKILL.md); both require
explicit, contemporaneous buyer approval before payment.