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Shopify MCP

Turn your Shopify store data analysis into an intelligent conversation with the Coupler.io MCP server. Ask your AI assistant to answer questions about sales, customers, and inventory instantly through natural language.

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Why to use the Shopify MCP

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Use case 1

Analyze your best-selling products by asking AI to identify top performers across different seasons and customer segments for inventory planning.

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Use case 2

Track customer behavior patterns by requesting AI to group buyers by purchase frequency, order values, and product preferences automatically.

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Use case 3

Monitor order fulfillment performance by having AI calculate shipping times, delivery success rates, and identify bottlenecks in your fulfillment process.

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Use case 4

Examine refund and return trends by asking AI to analyze transaction patterns, identify problematic products, and calculate refund impact on revenue.

What data you can get with the Shopify MCP

  • Orders (including line items, shipping lines, fulfillment lines, refunds, transactions)
  • Customers
  • Products
  • Inventory / Inventory Items
  • Fulfillments
  • Order Refunds Transactions

How does MCP work?

1

Step #1

Set up a data flow in Coupler.io by connecting your Shopify.

2

Step #2

Proceed to the MCP Server page in Coupler.io and follow the instructions there

3

Step #3

Ask AI about your Shopify - get insights, reports, trends, or charts just by typing your question.

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Set up the MCP server in 5 minutes by following the instructions in the platform or by watching the video

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Frequently asked questions
Coupler.io MCP (Model Context Protocol) creates a direct connection between your business data and AI assistants. It enables AI models like Claude to access and analyze your information through everyday conversations. Rather than manually downloading data or building complex dashboards, you can simply chat with your AI assistant about your business metrics and receive immediate analysis, charts, and insights.
The MCP server works with any data source that Coupler.io connects to. This includes over 70 different platforms like Shopify, WooCommerce, Amazon, Google Analytics, Facebook Ads, Salesforce, HubSpot, Microsoft Excel, Google Sheets, Airtable, QuickBooks, Xero, and many others. New integrations are added regularly to expand your data analysis possibilities.
No technical skills or complex query languages are needed to interact with your data. The setup process is designed to be user-friendly with simple configuration steps. You need to be on at least the Professional plan and have data flows configured in Coupler.io. You can then talk to your data naturally without needing to learn SQL or complex technical skills.
Yes, security is built into the system. The MCP server uses unique personal access tokens that only you can create through the Coupler.io platform. Your data remains private unless you choose to share your token. The system provides AI with summarized data rather than individual records, and your information is never used for AI model training. Coupler.io protects your data transfers from security breaches and unauthorized access, ensuring your information stays under your control.
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