io.github.den-indance/shopify-mcp-pro

NPM · @DEN.DANCE/SHOPIFY-MCP-PRO · SCANNED AUG 3

Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shopify API 2026-04.

Available components

+37 this week 62 62 Trust /100

Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security88

No malware found by supply-chain analysis.Pass
Only part of the dependency tree could be resolved (132 of 134), so this covers what we could see, not the whole tree.Partial
No install/post-install scripts declared.Pass
Only part of the dependency tree could be resolved (132 of 134), so this covers what we could see, not the whole tree. View diagnostics → Partial

Provenance & Transparency45

Source repository is publicly reachable at the declared URL. View diagnostics → Pass
Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
Clear OSI-approved license (MIT).Pass
Actively maintained (last published 73 days ago).Pass
Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail

Schema Quality & AI Usability51

60% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Partial
AI-judged instruction clarity (poor).Fail
Tool/resource definitions use about 2830 tokens (~52/item across 54 items; 52 tools + 2 resources), lean.Pass
Usage-examples check failed: none of the tools include examples. See how to fix → Fail

Stability & Change Management27

Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial

Tool Coverage73

98% of tools have a non-trivial description (not blank, and not just the tool's name).Partial
22% of tool parameters carry a description.Partial

Capabilities100

Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

npm · @den.dance/shopify-mcp-pro

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

claude mcp add den-indance-shopify-mcp-pro -- npx -y @den.dance/shopify-mcp-pro

# add to Codex CLI

codex mcp add den-indance-shopify-mcp-pro -- npx -y @den.dance/shopify-mcp-pro

// opencode.json

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "den-indance-shopify-mcp-pro": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@den.dance/shopify-mcp-pro"
      ],
      "enabled": true
    }
  }
}

# add to OpenClaw

openclaw mcp add den-indance-shopify-mcp-pro --command npx --arg -y --arg @den.dance/shopify-mcp-pro

# ~/.hermes/config.yaml

mcp_servers:
  den-indance-shopify-mcp-pro:
    command: "npx"
    args: ["-y", "@den.dance/shopify-mcp-pro"]

// mcp.json

{
  "mcpServers": {
    "den-indance-shopify-mcp-pro": {
      "command": "npx",
      "args": [
        "-y",
        "@den.dance/shopify-mcp-pro"
      ]
    }
  }
}

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

3 Aug 26 +4
- Stability: unverified → 0.27 ▲ functional
2 Aug 26 +38
- Provenance: unverified → fail ▼ security
- Malware scan: pass → unverified ▼ security
- Known CVEs: unverified → partial ▲ security
- Install scripts: unverified → pass ▲ security
- Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
- Security disclosure: unverified → fail ▼ functional
- Tool coverage: unverified → 98 ▲ functional
- MCP protocol: unverified → pass ▲ functional
- Schema quality: unverified → 60 ▲ functional
- Maintenance: unverified → pass ▲ functional
- Dependency health: unverified → partial ▲ functional
- License: unverified → pass ▲ functional
- Licence: MIT functional
1 Aug 26 −8
- Malware scan: unverified → pass ▲ security
- Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. security
- Schema quality: 60 → unverified ▼ functional
- Capabilities: pass → unverified ▼ functional
- Security disclosure: fail → unverified ▼ functional
- Tool coverage: 98 → unverified ▼ functional
31 Jul 26 −2
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
30 Jul 26 −40
- Install scripts: pass → unverified ▼ security
- Provenance: fail → unverified ▼ security
- Malware scan: pass → unverified ▼ security
- Known CVEs: partial → unverified ▼ security
- License: pass → unverified ▼ functional
- Maintenance: pass → unverified ▼ functional
- Dependency health: partial → unverified ▼ functional
- Licence: MIT functional
28 Jul 26 +45
- Provenance: unverified → fail ▼ security
- Known CVEs: unverified → partial ▲ security
- Install scripts: unverified → pass ▲ security
- Security disclosure: unverified → fail ▼ functional
- Maintenance: unverified → pass ▲ functional
- License: unverified → pass ▲ functional
- Tool coverage: unverified → 98 ▲ functional
- Schema quality: unverified → 60 ▲ functional
- First check of Tool coverage: 22 functional
- First check of Schema quality: pass functional
- First check of Schema quality: poor functional
- First check of Schema quality: fail functional
- Licence: MIT functional
27 Jul 26 25

First indexed and scored.

Show 2 earlier entries Hide earlier entries

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Analysed npm/@den.dance/[email protected]

Provenance none

Ecosystem: npm · Outcome: none

Dependencies 132 packages

132 packages in the resolved dependency tree · 125 deprecated · 36 stale.

The dependency tree was only partially resolved, so these counts may be incomplete.

MCP tools — 52 exposed · ~2,822 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens

adjustInventory ~36

Adjust inventory quantity

Input Output Examples

Name	Type	Req	Description
inventoryItemId	string	yes	—
locationId	string	yes	—
quantity	number	yes	—

No output schema declared.

No examples provided.

createArticle ~74

Create a blog article

Input Output Examples

Name	Type	Req	Description
blogId	string	yes	The blog ID
content	string	yes	—
image	object	—	—
published	boolean	—	—
publishedAt	string	—	—
summary	string	—	—
tags	array	—	—
title	string	yes	—

No output schema declared.

No examples provided.

createCompany ~53

Create a B2B company

Input Output Examples

Name	Type	Req	Description
contactEmail	string	—	—
contactPhone	string	—	—
externalId	string	—	—
name	string	yes	—
note	string	—	—

No output schema declared.

No examples provided.

createDiscountCode ~86

Create a discount code

Input Output Examples

Name	Type	Req	Description
appliesOncePerCustomer	boolean	—	—
code	string	yes	—
customerGets	object	yes	—
customerSelection	string	—	—
endsAt	string	—	—
minimumRequirement	object	—	—
startsAt	string	—	—
title	string	yes	—
usageLimit	number	—	—

No output schema declared.

No examples provided.

createDraftOrder ~67

Create a draft order

Input Output Examples

Name	Type	Req	Description
billingAddress	object	—	—
customerId	string	—	—
email	string	—	—
lineItems	array	yes	—
note	string	—	—
shippingAddress	object	—	—
tags	array	—	—

No output schema declared.

No examples provided.

createFulfillment ~61

Create a fulfillment for an order

Input Output Examples

Name	Type	Req	Description
lineItems	array	yes	—
locationId	string	—	—
notifyCustomer	boolean	—	—
orderId	string	yes	The order ID to fulfill
trackingInfo	object	—	—

No output schema declared.

No examples provided.

createGiftCard ~71

Create a gift card

Input Output Examples

Name	Type	Req	Description
code	string	—	—
expiresOn	string	—	—
initialValue	string	yes	The initial value (e.g., "100.00")
note	string	—	—
recipientEmail	string	—	—
recipientMessage	string	—	—

No output schema declared.

No examples provided.

createMetaobject ~32

Create a metaobject

Input Output Examples

Name	Type	Req	Description
fields	array	yes	—
type	string	yes	The metaobject type

No output schema declared.

No examples provided.

createPage ~49

Create a new page

Input Output Examples

Name	Type	Req	Description
content	string	yes	—
handle	string	—	—
metafields	array	—	—
published	boolean	—	—
title	string	yes	—

No output schema declared.

No examples provided.

createProduct ~63

Create a new product

Input Output Examples

Name	Type	Req	Description
description	string	—	—
productType	string	—	—
status	string	—	—
tags	array	—	—
title	string	yes	—
variants	array	—	—
vendor	string	—	—

No output schema declared.

No examples provided.

createRedirect ~41

Create a URL redirect

Input Output Examples

Name	Type	Req	Description
path	string	yes	The old path to redirect from
target	string	yes	The new path or URL to redirect to

No output schema declared.

No examples provided.

createRefund ~67

Create a refund for an order

Input Output Examples

Name	Type	Req	Description
lineItems	array	—	—
note	string	—	—
notify	boolean	—	—
orderId	string	yes	The order ID to refund
refundDuties	boolean	—	—
shipping	object	—	—

No output schema declared.

No examples provided.

createWebhook ~59

Create a webhook subscription

Input Output Examples

Name	Type	Req	Description
callbackUrl	string	yes	The URL to receive webhook notifications
format	string	—	—
includeFields	array	—	—
topic	string	yes	The webhook topic (e.g., ORDERS_CREATE)

No output schema declared.

No examples provided.

getAbandonmentReport ~54

Get cart and checkout abandonment analytics

Input Output Examples

Name	Type	Req	Description
endDate	string	yes	End date (YYYY-MM-DD)
groupBy	string	—	—
startDate	string	yes	Start date (YYYY-MM-DD)

No output schema declared.

No examples provided.

getConversionReport ~93

Product performance via ShopifyQL. Default: top 25 products by total_sales over date range. Pass `query` to override with raw ShopifyQL (e.g. session/conversion-funnel queries).

Input Output Examples

Name	Type	Req	Description
endDate	string	yes	End date (YYYY-MM-DD)
query	string	—	Optional raw ShopifyQL query to override the default
startDate	string	yes	Start date (YYYY-MM-DD)

No output schema declared.

No examples provided.

getCustomer ~37

Get a specific customer by ID

Input Output Examples

Name	Type	Req	Description
id	string	yes	The customer ID (e.g., gid://shopify/Customer/123)

No output schema declared.

No examples provided.

getCustomerAnalytics ~49

Get customer behavior analytics

Input Output Examples

Name	Type	Req	Description
endDate	string	yes	End date (YYYY-MM-DD)
metrics	array	—	—
startDate	string	yes	Start date (YYYY-MM-DD)

No output schema declared.

No examples provided.

getCustomReport ~58

Alias for runShopifyQL — pass a raw ShopifyQL string in `query`. See runShopifyQL description for syntax.

Input Output Examples

Name	Type	Req	Description
query	string	yes	Raw ShopifyQL query — bare dates, GROUP BY full keyword, verified datasets only

No output schema declared.

No examples provided.

getFinancialSummary ~81

Get financial summary including revenue, expenses, and profit

Input Output Examples

Name	Type	Req	Description
endDate	string	yes	End date (YYYY-MM-DD)
groupBy	string	—	—
includeRefunds	boolean	—	—
includeShipping	boolean	—	—
includeTaxes	boolean	—	—
startDate	string	yes	Start date (YYYY-MM-DD)

No output schema declared.

No examples provided.

getInventoryLevels ~30

Get inventory levels for a product variant

Input Output Examples

Name	Type	Req	Description
inventoryItemId	string	yes	The inventory item ID

No output schema declared.

No examples provided.

getInventoryReport ~48

Get inventory analytics and forecasting

Input Output Examples

Name	Type	Req	Description
forecastDays	number	—	—
includeForecasting	boolean	—	—
locationIds	array	—	—
productIds	array	—	—

No output schema declared.

No examples provided.

getMarketingReport ~57

Get marketing campaign performance

Input Output Examples

Name	Type	Req	Description
campaignIds	array	—	—
channels	array	—	—
endDate	string	yes	End date (YYYY-MM-DD)
startDate	string	yes	Start date (YYYY-MM-DD)

No output schema declared.

No examples provided.

getOrder ~37

Get a specific order by ID

Input Output Examples

Name	Type	Req	Description
id	string	yes	The order ID (e.g., gid://shopify/Order/123)

No output schema declared.

No examples provided.

getProduct ~36

Get a specific product by ID

Input Output Examples

Name	Type	Req	Description
id	string	yes	The product ID (e.g., gid://shopify/Product/123)

No output schema declared.

No examples provided.

getProductAnalytics ~65

Get product performance analytics

Input Output Examples

Name	Type	Req	Description
endDate	string	yes	End date (YYYY-MM-DD)
limit	number	—	—
productIds	array	—	—
sortBy	string	—	—
startDate	string	yes	Start date (YYYY-MM-DD)

No output schema declared.

No examples provided.

getSalesReport ~101

Sales analytics via ShopifyQL. Default columns: total_sales, gross_sales, net_sales, total_orders, average_order_value over the date range. Pass `query` to override with raw ShopifyQL.

Input Output Examples

Name	Type	Req	Description
endDate	string	yes	End date (YYYY-MM-DD)
granularity	string	—	—
query	string	—	Optional raw ShopifyQL query to override the default
startDate	string	yes	Start date (YYYY-MM-DD)

No output schema declared.

No examples provided.

getShippingZones ~22

Get shipping zones and rates

Input Output Examples

Name	Type	Req	Description
limit	number	—	—

No output schema declared.

No examples provided.

getShopInfo ~15

Get shop information and analytics

Input Output Examples

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

getTrafficReport ~81

Orders grouped by traffic source via ShopifyQL. Default: total_sales/orders/AOV by referrer_source. Pass `query` to override.

Input Output Examples

Name	Type	Req	Description
endDate	string	yes	End date (YYYY-MM-DD)
query	string	—	Optional raw ShopifyQL query to override the default
startDate	string	yes	Start date (YYYY-MM-DD)

No output schema declared.

No examples provided.

listAbandonedCheckouts ~37

List abandoned checkouts

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—
query	string	—	—

No output schema declared.

No examples provided.

listBlogs ~25

List blogs

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—

No output schema declared.

No examples provided.

listCollections ~36

List collections from the Shopify store

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—
query	string	—	—

No output schema declared.

No examples provided.

listCompanies ~28

List B2B companies

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—

No output schema declared.

No examples provided.

listCustomers ~51

List customers from the Shopify store

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—
query	string	—	—
reverse	boolean	—	—
sortKey	string	—	—

No output schema declared.

No examples provided.

listDiscounts ~46

List discount codes and automatic discounts

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—
query	string	—	—
savedSearchId	string	—	—

No output schema declared.

No examples provided.

listDraftOrders ~34

List draft orders

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—
query	string	—	—

No output schema declared.

No examples provided.

listFulfillmentOrders ~44

List fulfillment orders

Input Output Examples

Name	Type	Req	Description
assignedLocationId	string	—	—
cursor	string	—	—
limit	number	—	—
status	string	—	—

No output schema declared.

No examples provided.

listGiftCards ~34

List gift cards

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—
query	string	—	—

No output schema declared.

No examples provided.

listLocations ~13

List all store locations

Input Output Examples

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

listMarkets ~19

List configured markets

Input Output Examples

Name	Type	Req	Description
limit	number	—	—

No output schema declared.

No examples provided.

listMetaobjectDefinitions ~77

List all metaobject type definitions configured in the store. Use this to discover valid `type` values (e.g. `shopify--color-pattern`, `product.material`) before calling listMetaobjects. Returns id/type/name/description + field schema per definition.

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—

No output schema declared.

No examples provided.

listMetaobjects ~94

List metaobjects of a given type. The `type` arg must match a definition exactly (case-sensitive identifier like `shopify--color-pattern`). Run listMetaobjectDefinitions first to discover what types exist in this store. Non-existent type → empty result, not error.

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—
type	string	yes	The metaobject type (exact case-sensitive identifier)

No output schema declared.

No examples provided.

listOrders ~59

List orders from the Shopify store

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
financialStatus	string	—	—
fulfillmentStatus	string	—	—
limit	number	—	—
query	string	—	—
status	string	—	—

No output schema declared.

No examples provided.

listPages ~26

List store pages

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—

No output schema declared.

No examples provided.

listPriceRules ~56

List discounts (covers code, automatic, BxGy, free-shipping). Replaces deprecated priceRules query with discountNodes in 2026-04+.

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—

No output schema declared.

No examples provided.

listProducts ~51

List products from the Shopify store

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—
query	string	—	—
reverse	boolean	—	—
sortKey	string	—	—

No output schema declared.

No examples provided.

listThemes ~12

List installed themes

Input Output Examples

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

listTransactions ~25

List transactions for an order

Input Output Examples

Name	Type	Req	Description
orderId	string	yes	The order ID

No output schema declared.

No examples provided.

listWebhooks ~28

List configured webhooks

Input Output Examples

Name	Type	Req	Description
cursor	string	—	—
limit	number	—	—

No output schema declared.

No examples provided.

runShopifyQL ~271

Run an arbitrary ShopifyQL analytics query against the store. Same data as Admin → Analytics. Canonical clause order: FROM → SHOW → WHERE → SINCE/UNTIL/DURING → GROUP BY → ORDER BY → LIMIT. Dates are BARE (no quotes): `SINCE 2026-01-01 UNTIL today` or relative `SINCE -30d UNTIL today`. Use `GROUP BY` (full keyword), not `BY`. Dimensions in SHOW must also appear in GROUP BY. Verified datasets: `sales` (metrics: total_sales, gross_sales, net_sales, orders, average_order_value; dims: product_title, billing_country, customer_type), `sessions` (metrics: sessions, online_store_visitors, conversion_rate; dims: referrer_source, utm_source, utm_medium, referrer_host). Note: `orders` and `products` are NOT valid ShopifyQL datasets — use GraphQL tools instead. Returns { parseErrors: [String], tableData: { columns: [{name,dataType,displayName}], rows: JSON } }. parseErrors is non-empty when the query is syntactically/semantically invalid — read it for the exact field/dataset name issue.

Input Output Examples

Name	Type	Req	Description
query	string	yes	Raw ShopifyQL query string

No output schema declared.

No examples provided.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

27 Jul 3 Aug

Day	Score
27 Jul	25
28 Jul	70
29 Jul	70
30 Jul	30
31 Jul	28
1 Aug	20
2 Aug	58
3 Aug	62