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Shopify Insights MCP

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    • A
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    • F
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    • A
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      quality
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    TDQS

    A3.5/5.0

    Scored across 10 tools

    Disambiguation3/5

    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.

    Naming Consistency5/5

    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.

    Tool Count5/5

    Ten tools is a well-scoped size for a Shopify insights server. Each tool covers a meaningful analytical area without unnecessary bloat or redundancy.

    Completeness4/5

    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.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues