shopify-graphql-mcp
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TDQS
Scored across 314 tools
With 314 tools, several near-duplicates exist (e.g., shopifyql_query vs. run_shopifyql_query, get_cart_transforms vs. get_all_cart_transforms, get_files vs. get_theme_files). While most descriptions are clear, the sheer volume creates boundary ambiguity and potential misselection.
The vast majority follow a clear verb_noun snake_case pattern with get_/create_/update_/delete_ prefixes, plus domain-specific action verbs like cancel_, hold_, credit_, and toggle_. A few outliers like shopifyql_query and predictive_search deviate, but the overall pattern is predictable.
314 tools is an extreme count for a single MCP server, far beyond the 3-15 well-scoped range. Even if each tool has a purpose, the surface area is overwhelming and impractical for agentic use.
The set covers remarkably broad CRUD/lifecycle coverage across products, orders, customers, inventory, fulfillment, subscriptions, payments, and more. Minor gaps exist, such as missing update/delete for company locations and several get-only resources like shipping zones and delivery profiles.