COMMERCE & PAYMENTS · MCP

Shopify MCP

Give AI agents governed, real-time control of your Shopify store over MCP.

Overview

A Model Context Protocol integration connects autonomous AI agents to Shopify's Admin and Storefront APIs through a governed tool layer. Agents can read catalog, order, and customer data and take scoped actions — updating products, drafting orders, adjusting inventory, or triggering fulfillment — inside guardrails you define. It turns store operations that normally require admin clicks into instructions an agent can execute and audit.

What agents can do
01
Catalog and merchandising

Create and update products, variants, collections, prices, and metafields; reorganize merchandising and publish changes across sales channels.

02
Orders and fulfillment

Query and draft orders, apply discounts, trigger fulfillment, process refunds, and update tracking through the Admin API.

03
Inventory and pricing

Read stock levels across locations, adjust inventory, and set price rules or B2B catalog pricing in response to demand or margin targets.

04
Customers and analytics

Look up customer records, segments, and order history, and pull sales and product reports to ground decisions and drafts in real data.

Agentic workflows we build
Autonomous catalog operations

An agent ingests supplier feeds or briefs, then drafts products, writes SEO-ready descriptions and metafields, and stages collection updates for human approval before publishing to the storefront.

Order-desk and support copilot

An agent resolves where-is-my-order and returns questions by reading order status, drafting refunds or replacements within policy limits, and updating fulfillment — escalating anything outside its guardrails.

Demand-aware pricing and restock

An agent watches inventory and sell-through, flags stockouts, drafts reorder and price adjustments against margin rules, and applies approved changes across locations and B2B catalogs.

INTEGRATIONBuilding with ShopifySee the integration →THE PRACTICEHeadless Web & AI DevelopmentExplore the service →
FAQ
How do you keep agents from making unsafe changes?

We run agents against scoped access tokens with least-privilege API permissions, gate write actions behind approval steps for high-impact operations, and log every call so each change is attributable and reversible.

Can agents act on live orders and inventory in real time?

Yes. Through the Admin API and webhooks, agents read current order, inventory, and customer state and take actions immediately, so decisions reflect live store data rather than stale exports.

Does this work alongside our existing Shopify apps?

Yes. The MCP layer sits on the same Admin and Storefront APIs your apps use, so agents cooperate with existing apps, Flow automations, and integrations instead of replacing them.

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