"shopify" matching MCP servers:

An MCP server boilerplate for Shopify apps that handles OAuth authentication, allowing merchants to log in through Shopify instead of copy-pasting a token.

Safe-write Shopify operations MCP server with plan-before-execute writes, out-of-band approval, and tamper-evident audit trail.

Security-focused MCP server for Shopify Admin GraphQL with read-only queries by default and mutations requiring preview and one-time confirmation. It manages short-lived tokens internally and enforces strict scope and approval controls.