Shopify Insights MCP
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- AlicenseAqualityDmaintenanceProvides AI assistants with real-time access to Shopify store analytics, sales data, and inventory through ShopifyQL and the Admin GraphQL API. It enables users to query store performance, customer metrics, and marketing insights using natural language.13MIT

Presso MCP Serverofficial
AlicenseNot gradedqualityDmaintenanceConnects e-commerce and marketing data sources like Shopify, GA4, Google Ads, and Meta Ads to AI assistants, enabling natural language queries about store performance, ad campaigns, and customer behavior.7 npm2MIT- FlicenseNot gradedqualityCmaintenanceEnables querying sales data, identifying out-of-stock products, viewing top sellers, and receiving restock suggestions through natural language.-
- FlicenseNot gradedqualityDmaintenanceEnables e-commerce shop owners to query their business data using natural language through local AI models. Provides secure, privacy-focused access to sales reports, inventory management, customer analytics, and order data without sending sensitive information to external services.-
- AlicenseAqualityCmaintenanceEnables AI assistants to forecast revenue and demand for Shopify stores using Google's TimesFM model. Provides tools for revenue forecasting, demand analysis, promotion analysis, and anomaly detection.71MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to manage Shopify stores via natural language, with tools for products, orders, inventory, customers, and analytics.5 npmMIT
TDQS
Scored across 10 tools
Most tools target distinct analytical questions, but there is meaningful overlap: get_sales_comparison and get_sales_summary both support period comparison, and get_product_performance, get_trending_products, and get_revenue_breakdown all examine product sales from different angles. The descriptions help, but an agent could still hesitate between these related tools.
Every tool follows the same get_<metric> snake_case pattern with clear noun phrases. The naming is entirely predictable and consistent across all ten tools.
Ten tools is a well-scoped size for a Shopify insights server. Each tool covers a meaningful analytical area without unnecessary bloat or redundancy.
The tool surface covers core merchant insights across sales, revenue, products, inventory, customers, orders, and fulfillment. It lacks direct raw order or product list retrieval, but those are outside the apparent read-only insights purpose, so the gaps are minor.