
Shopify · 7 min read
The guide to MCP for online stores
Guides and a directory of MCP servers for merchants, marketers and agencies. Pick your platform and see what you can connect today.
1. Your platform
2. What do you want to do? Pick any, or skip
Choose a platform and your matches appear below, official servers and the rest.
Covers the platforms and tools e-commerce teams actually use
Plain-English guides on connecting Shopify, ad platforms and analytics to AI assistants, and what to watch out for.
All guides
Shopify · 7 min read

Security and governance · 8 min read

Other platforms · 8 min read

Agentic commerce · 7 min read

Analytics and tracking · 12 min read

Analytics and tracking · 6 min read
From getting started to agentic commerce and security, every guide is filed where you would look for it.
See every topicGetting started
What MCP is and what it changes for online stores.
4 guides →
Shopify
Storefront, Dev and catalog MCP, plus how stores and apps use them.
5 guides →
Other platforms
WooCommerce, BigCommerce, Magento and headless stacks.
4 guides →
Advertising
Google Ads, Meta and TikTok through MCP: reporting, audits, budgets.
5 guides →
Analytics and tracking
GA4, server-side tracking, profit data and attribution via MCP.
5 guides →
For agencies
Running client work, reporting and audits with MCP at scale.
2 guides →
Agentic commerce
AI assistants that browse, compare and buy on behalf of shoppers.
4 guides →
Security and governance
Permissions, read-only access, prompt injection and audit trails.
4 guides →
What each server does, whether it is read-only, how it is hosted and what to watch out for before you connect it.
Full directoryShopify · Store platform
Gives an AI coding assistant Shopify's developer documentation and API schemas while you build apps, themes and extensions.
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Shopify · Store platform
A per-store MCP endpoint that lets AI shopping assistants search a store's catalog, read policies and work with a cart.
View details →
Google · Advertising
An open-source server from Google that lets an assistant query Google Ads accounts for reporting and analysis.
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Google · Analytics
An open-source server that lets an assistant read GA4 properties: reports, realtime data and property settings.
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Meta · Advertising
Meta's official connectors let an AI assistant such as Claude or ChatGPT query and manage a Meta ad account through a hosted MCP server, with a CLI alongside it. Announced in April 2026 and in open beta.
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Klaviyo · Email and CRM
Klaviyo's MCP server connects an assistant to email and SMS marketing data: campaigns, flows, profiles and reporting.
View details →
The Model Context Protocol (MCP) is an open standard that lets AI assistants connect to the tools a business already uses. Instead of exporting a report and pasting it into a chat, an assistant can query your ad account, read your analytics or look up an order directly, with the permissions you grant. For merchants and agencies that means faster audits and reporting, and a new set of questions about access and data quality.
Read the glossaryGuides, news and a directory of MCP servers for e-commerce merchants and agencies: Shopify, WooCommerce, ad platforms, analytics and agentic commerce.