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Scored across 55 tools
Several tools overlap heavily: get_product_everywhere, compare_catalog, compare_inventory, compare_prices, and search_products_many all return product/price/inventory/catalog comparisons across stores, while get_shop_info and get_store_capabilities both cover store identity. Detailed descriptions help, but an agent would still struggle to reliably choose between these near-duplicate multi-store report tools.
Nearly all tools follow a shopify_verb_noun snake_case convention, with consistent verbs like get, search, list, create, update, and compare. Minor inconsistencies exist: store vs. shop terminology is mixed, shopify_graphql_schema has no verb, and preview/previews vary across tools, but overall the pattern is disciplined.
55 tools is far beyond a focused multi-store toolset. Many single-purpose report variants such as compare_prices, compare_catalog, compare_inventory, catalog_health, and catalog_gap_report could be consolidated into parameterized reporting tools, making the surface feel bloated and harder to navigate.
Read-side coverage is very broad, and products, collections, inventory, discounts, publishing, and bulk export are all represented. Dedicated customer/order/discount mutation and delete tools are missing, but the generic shopify_graphql_mutation tool provides a workaround, so there is no hard dead end.