Shopify (miller-joe) MCP Server
@miller-joe/shopify-mcp
npm
v0.2.0
Source verified
Published by miller-joe — publish provenance cryptographically ties this package to that repository. That is proof of origin, not an official vendor package.
MCP server for Shopify — Admin API tooling plus AI-driven product creation via ComfyUI image generation.
The grade answers one question — how safe is this server for you to adopt — so it is computed in two auditable stages. Nothing below is an opinion or an LLM's guess; every line is a real term the deterministic engine applied, and the same input always yields the same number.
1. Threat score — 100 − 0 = 100. What the published surface and source actually contain:
The deterministic scan raised no scored threat in the surface it inspected — the threat score stayed at 100. Capability observations and advisory notes are recorded but never lower it.
2. Client adoption risk — 100 − 3 = 97. Three small, subtract-only factors that reflect your risk in adopting it — a clean scan proves less on a powerful, unverified or barely-inspectable package, so the grade says so plainly:
| Points | Adoption-risk factor |
|---|---|
| −3 | capability blast radius (moderate) — client exposure if the model is manipulated |
Capability observations and info notes are shown under Findings but never scored.
Open any row's finding below for the file, line and evidence behind a deduction.
Findings 1
medium Untrusted input can drive an external actionMTC-FLOW-005
Untrusted-input tools ([get_fulfillment_order, get_fulfillment, get_metaobject]) co-exist with external-action tools ([create_webhook, update_webhook, delete_webhook]). A prompt injection could cause unwanted external actions, though no direct sensitive-data leak path was found.
Evidence: untrusted [get_fulfillment_order, get_fulfillment, get_metaobject] → sinks [create_webhook, update_webhook, delete_webhook]
Fix: Require confirmation for state-changing/egress actions triggered after processing untrusted content.
Location: flow get_fulfillment_order → create_webhook
Tools 62
Each tool and what it can reach — statically extracted from the published source.
create_webhooknetwork egressdelete_webhooknetwork egressget_fulfillmentingests untrusted inputget_fulfillment_orderingests untrusted inputget_metaobjectingests untrusted inputupdate_webhooknetwork egressadd_product_optionsno sensitive capabilityadd_products_to_collectionno sensitive capabilityadd_tagsno sensitive capabilitybulk_regenerate_imagesno sensitive capability
Show 52 more tools ↓
cancel_fulfillmentno sensitive capabilitycancel_orderno sensitive capabilitycomplete_draft_orderno sensitive capabilitycreate_collectionno sensitive capabilitycreate_customerno sensitive capabilitycreate_draft_orderno sensitive capabilitycreate_fulfillmentno sensitive capabilitycreate_metaobjectno sensitive capabilitycreate_orderno sensitive capabilitycreate_productno sensitive capabilitycreate_variantsno sensitive capabilitydelete_collectionno sensitive capabilitydelete_draft_orderno sensitive capabilitydelete_metafieldno sensitive capabilitydelete_metaobjectno sensitive capabilitydelete_variantsno sensitive capabilitygenerate_and_create_productno sensitive capabilitygenerate_product_imageno sensitive capabilityget_collectionno sensitive capabilityget_draft_orderno sensitive capabilityget_orderno sensitive capabilityget_productno sensitive capabilityget_webhookno sensitive capabilitylist_collectionsno sensitive capabilitylist_customersno sensitive capabilitylist_draft_ordersno sensitive capabilitylist_fulfillment_ordersno sensitive capabilitylist_locationsno sensitive capabilitylist_metafieldsno sensitive capabilitylist_metaobject_definitionsno sensitive capabilitylist_metaobjectsno sensitive capabilitylist_ordersno sensitive capabilitylist_productsno sensitive capabilitylist_variantsno sensitive capabilitylist_webhooksno sensitive capabilityrefine_product_imageno sensitive capabilityrefund_orderno sensitive capabilityremove_products_from_collectionno sensitive capabilityremove_tagsno sensitive capabilityreorder_variantsno sensitive capabilityrun_shopifyql_queryno sensitive capabilityset_inventory_quantityno sensitive capabilityset_metafieldno sensitive capabilityupdate_collectionno sensitive capabilityupdate_customerno sensitive capabilityupdate_draft_orderno sensitive capabilityupdate_fulfillment_trackingno sensitive capabilityupdate_metaobjectno sensitive capabilityupdate_orderno sensitive capabilityupdate_productno sensitive capabilityupdate_variantsno sensitive capabilityupload_product_imageno sensitive capability
Toxic flows 1
Cross-tool combinations that form a data-exfiltration primitive (untrusted input → sensitive source → external sink).
What this scan could not see
- Tools were statically extracted from the published source (62 recovered), not enumerated from a running server. Tool-poisoning, Unicode-smuggling, capability and toxic-flow analysis ran on this inferred surface, but a mis-parsed registration could be missed or mis-attributed, so tool-derived findings are capped below “confirmed”. To grade the real runtime surface, scan the running server: --command "npx -y <package>".
Versions 1
Scan history per published version. The engine is deterministic — the same version always yields the same score, so a changed score means the package itself changed.
| Version | Score | Findings | Engine | Scanned |
|---|---|---|---|---|
v0.2.0 latest |
A 97/100 | 1 | 1.13.0 | 2026-09-07 |
Embed this score
Show this server's live Trust Score in your README, docs or website. The badge is served straight from the registry and updates automatically after every rescan — no API key needed. It links back to this page, so anyone who sees the grade can also read the findings behind it instead of taking a number on faith.
Verify this score yourself
The score above is reproducible: the same package version always yields the same result. Run it locally or over the free API — no account, no LLM, fully deterministic.
npx mcptrustchecker scan @miller-joe/shopify-mcp --onlineOther implementations of Shopify 14
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