# io.github.den-indance/shopify-mcp-pro (npm · @den.dance/shopify-mcp-pro)

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

- Trust score: 62/100 (medium)
- Change this week: +37
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `@den.dance/shopify-mcp-pro`: 62/100 (this document), [markdown](https://verifymcp.io/servers/den-indance-shopify-mcp-pro/den-dance-shopify-mcp-pro.md), [page](https://verifymcp.io/servers/den-indance-shopify-mcp-pro/den-dance-shopify-mcp-pro)

## Channel facts

- Registry: `npm`
- Package: `@den.dance/shopify-mcp-pro`
- Version: `2.0.5`
- Transport: `stdio`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Supply Chain Security**: 88/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (132 of 134), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (132 of 134), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 73 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 51/100
  - 60% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (poor).
  - Tool/resource definitions use about 2830 tokens (~52/item across 54 items; 52 tools + 2 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 73/100
  - 98% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 22% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

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

### Codex

```bash
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
    }
  }
}
```

### OpenClaw

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

### Hermes

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

### Other

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

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 62, +4)

- [functional improvement] Stability: unverified → 0.27

### 2026-08-02 (score 58, +38)

- [security regression] Provenance: unverified → fail
- [security regression] Malware scan: pass → unverified
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Install scripts: unverified → pass
- [security] Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window).
- [functional regression] Security disclosure: unverified → fail
- [functional improvement] Tool coverage: unverified → 98
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Schema quality: unverified → 60
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] License: unverified → pass
- [functional] Licence: MIT

### 2026-08-01 (score 20, −8)

- [security improvement] 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.
- [functional regression] Schema quality: 60 → unverified
- [functional regression] Capabilities: pass → unverified
- [functional regression] Security disclosure: fail → unverified
- [functional regression] Tool coverage: 98 → unverified

### 2026-07-31 (score 28, −2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 30, −40)

- [security regression] Install scripts: pass → unverified
- [security regression] Provenance: fail → unverified
- [security regression] Malware scan: pass → unverified
- [security regression] Known CVEs: partial → unverified
- [functional regression] License: pass → unverified
- [functional regression] Maintenance: pass → unverified
- [functional regression] Dependency health: partial → unverified
- [functional] Licence: MIT

### 2026-07-28 (score 70, +45)

- [security regression] Provenance: unverified → fail
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Install scripts: unverified → pass
- [functional regression] Security disclosure: unverified → fail
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] License: unverified → pass
- [functional improvement] Tool coverage: unverified → 98
- [functional improvement] 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

### 2026-07-27 (score 25)

First indexed and scored.

## MCP tools (52)

### `listProducts` (~51 tokens)

List products from the Shopify store

Input parameters:

- `cursor` (string)
- `limit` (number)
- `query` (string)
- `reverse` (boolean)
- `sortKey` (string)

### `getProduct` (~36 tokens)

Get a specific product by ID

Input parameters:

- `id` (string, required): The product ID (e.g., gid://shopify/Product/123)

### `createProduct` (~63 tokens)

Create a new product

Input parameters:

- `description` (string)
- `productType` (string)
- `status` (string)
- `tags` (array)
- `title` (string, required)
- `variants` (array)
- `vendor` (string)

### `updateProduct` (~68 tokens)

Update an existing product

Input parameters:

- `description` (string)
- `id` (string, required): The product ID to update
- `productType` (string)
- `status` (string)
- `tags` (array)
- `title` (string)
- `vendor` (string)

### `listOrders` (~59 tokens)

List orders from the Shopify store

Input parameters:

- `cursor` (string)
- `financialStatus` (string)
- `fulfillmentStatus` (string)
- `limit` (number)
- `query` (string)
- `status` (string)

### `getOrder` (~37 tokens)

Get a specific order by ID

Input parameters:

- `id` (string, required): The order ID (e.g., gid://shopify/Order/123)

### `listCustomers` (~51 tokens)

List customers from the Shopify store

Input parameters:

- `cursor` (string)
- `limit` (number)
- `query` (string)
- `reverse` (boolean)
- `sortKey` (string)

### `getCustomer` (~37 tokens)

Get a specific customer by ID

Input parameters:

- `id` (string, required): The customer ID (e.g., gid://shopify/Customer/123)

### `getInventoryLevels` (~30 tokens)

Get inventory levels for a product variant

Input parameters:

- `inventoryItemId` (string, required): The inventory item ID

### `adjustInventory` (~36 tokens)

Adjust inventory quantity

Input parameters:

- `inventoryItemId` (string, required)
- `locationId` (string, required)
- `quantity` (number, required)

### `setMetafield` (~65 tokens)

Set a metafield on a resource

Input parameters:

- `key` (string, required)
- `namespace` (string, required)
- `ownerId` (string, required): The ID of the resource to attach the metafield to
- `type` (string)
- `value` (string, required)

### `listCollections` (~36 tokens)

List collections from the Shopify store

Input parameters:

- `cursor` (string)
- `limit` (number)
- `query` (string)

### `listLocations` (~13 tokens)

List all store locations

### `getShopInfo` (~15 tokens)

Get shop information and analytics

### `listDiscounts` (~46 tokens)

List discount codes and automatic discounts

Input parameters:

- `cursor` (string)
- `limit` (number)
- `query` (string)
- `savedSearchId` (string)

### `createDiscountCode` (~86 tokens)

Create a discount code

Input parameters:

- `appliesOncePerCustomer` (boolean)
- `code` (string, required)
- `customerGets` (object, required)
- `customerSelection` (string)
- `endsAt` (string)
- `minimumRequirement` (object)
- `startsAt` (string)
- `title` (string, required)
- `usageLimit` (number)

### `listFulfillmentOrders` (~44 tokens)

List fulfillment orders

Input parameters:

- `assignedLocationId` (string)
- `cursor` (string)
- `limit` (number)
- `status` (string)

### `createFulfillment` (~61 tokens)

Create a fulfillment for an order

Input parameters:

- `lineItems` (array, required)
- `locationId` (string)
- `notifyCustomer` (boolean)
- `orderId` (string, required): The order ID to fulfill
- `trackingInfo` (object)

### `getShippingZones` (~22 tokens)

Get shipping zones and rates

Input parameters:

- `limit` (number)

### `listTransactions` (~25 tokens)

List transactions for an order

Input parameters:

- `orderId` (string, required): The order ID

### `createRefund` (~67 tokens)

Create a refund for an order

Input parameters:

- `lineItems` (array)
- `note` (string)
- `notify` (boolean)
- `orderId` (string, required): The order ID to refund
- `refundDuties` (boolean)
- `shipping` (object)

### `listGiftCards` (~34 tokens)

List gift cards

Input parameters:

- `cursor` (string)
- `limit` (number)
- `query` (string)

### `createGiftCard` (~71 tokens)

Create a gift card

Input parameters:

- `code` (string)
- `expiresOn` (string)
- `initialValue` (string, required): The initial value (e.g., "100.00")
- `note` (string)
- `recipientEmail` (string)
- `recipientMessage` (string)

### `listPages` (~26 tokens)

List store pages

Input parameters:

- `cursor` (string)
- `limit` (number)

### `createPage` (~49 tokens)

Create a new page

Input parameters:

- `content` (string, required)
- `handle` (string)
- `metafields` (array)
- `published` (boolean)
- `title` (string, required)

### `listBlogs` (~25 tokens)

List blogs

Input parameters:

- `cursor` (string)
- `limit` (number)

### `createArticle` (~74 tokens)

Create a blog article

Input parameters:

- `blogId` (string, required): The blog ID
- `content` (string, required)
- `image` (object)
- `published` (boolean)
- `publishedAt` (string)
- `summary` (string)
- `tags` (array)
- `title` (string, required)

### `createRedirect` (~41 tokens)

Create a URL redirect

Input parameters:

- `path` (string, required): The old path to redirect from
- `target` (string, required): The new path or URL to redirect to

### `listThemes` (~12 tokens)

List installed themes

### `listWebhooks` (~28 tokens)

List configured webhooks

Input parameters:

- `cursor` (string)
- `limit` (number)

### `createWebhook` (~59 tokens)

Create a webhook subscription

Input parameters:

- `callbackUrl` (string, required): The URL to receive webhook notifications
- `format` (string)
- `includeFields` (array)
- `topic` (string, required): The webhook topic (e.g., ORDERS_CREATE)

### `listDraftOrders` (~34 tokens)

List draft orders

Input parameters:

- `cursor` (string)
- `limit` (number)
- `query` (string)

### `createDraftOrder` (~67 tokens)

Create a draft order

Input parameters:

- `billingAddress` (object)
- `customerId` (string)
- `email` (string)
- `lineItems` (array, required)
- `note` (string)
- `shippingAddress` (object)
- `tags` (array)

### `listMetaobjectDefinitions` (~77 tokens)

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 parameters:

- `cursor` (string)
- `limit` (number)

### `listMetaobjects` (~94 tokens)

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 parameters:

- `cursor` (string)
- `limit` (number)
- `type` (string, required): The metaobject type (exact case-sensitive identifier)

### `createMetaobject` (~32 tokens)

Create a metaobject

Input parameters:

- `fields` (array, required)
- `type` (string, required): The metaobject type

### `listMarkets` (~19 tokens)

List configured markets

Input parameters:

- `limit` (number)

### `listPriceRules` (~56 tokens)

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

Input parameters:

- `cursor` (string)
- `limit` (number)

### `listAbandonedCheckouts` (~37 tokens)

List abandoned checkouts

Input parameters:

- `cursor` (string)
- `limit` (number)
- `query` (string)

### `runShopifyQL` (~271 tokens)

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 parameters:

- `query` (string, required): Raw ShopifyQL query string

### `getSalesReport` (~101 tokens)

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 parameters:

- `endDate` (string, required): End date (YYYY-MM-DD)
- `granularity` (string)
- `query` (string): Optional raw ShopifyQL query to override the default
- `startDate` (string, required): Start date (YYYY-MM-DD)

### `getProductAnalytics` (~65 tokens)

Get product performance analytics

Input parameters:

- `endDate` (string, required): End date (YYYY-MM-DD)
- `limit` (number)
- `productIds` (array)
- `sortBy` (string)
- `startDate` (string, required): Start date (YYYY-MM-DD)

### `getCustomerAnalytics` (~49 tokens)

Get customer behavior analytics

Input parameters:

- `endDate` (string, required): End date (YYYY-MM-DD)
- `metrics` (array)
- `startDate` (string, required): Start date (YYYY-MM-DD)

### `getInventoryReport` (~48 tokens)

Get inventory analytics and forecasting

Input parameters:

- `forecastDays` (number)
- `includeForecasting` (boolean)
- `locationIds` (array)
- `productIds` (array)

### `getMarketingReport` (~57 tokens)

Get marketing campaign performance

Input parameters:

- `campaignIds` (array)
- `channels` (array)
- `endDate` (string, required): End date (YYYY-MM-DD)
- `startDate` (string, required): Start date (YYYY-MM-DD)

### `getFinancialSummary` (~81 tokens)

Get financial summary including revenue, expenses, and profit

Input parameters:

- `endDate` (string, required): End date (YYYY-MM-DD)
- `groupBy` (string)
- `includeRefunds` (boolean)
- `includeShipping` (boolean)
- `includeTaxes` (boolean)
- `startDate` (string, required): Start date (YYYY-MM-DD)

### `getConversionReport` (~93 tokens)

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 parameters:

- `endDate` (string, required): End date (YYYY-MM-DD)
- `query` (string): Optional raw ShopifyQL query to override the default
- `startDate` (string, required): Start date (YYYY-MM-DD)

### `getAbandonmentReport` (~54 tokens)

Get cart and checkout abandonment analytics

Input parameters:

- `endDate` (string, required): End date (YYYY-MM-DD)
- `groupBy` (string)
- `startDate` (string, required): Start date (YYYY-MM-DD)

### `getTrafficReport` (~81 tokens)

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

Input parameters:

- `endDate` (string, required): End date (YYYY-MM-DD)
- `query` (string): Optional raw ShopifyQL query to override the default
- `startDate` (string, required): Start date (YYYY-MM-DD)

### `getCustomReport` (~58 tokens)

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

Input parameters:

- `query` (string, required): Raw ShopifyQL query — bare dates, GROUP BY full keyword, verified datasets only

### `listCompanies` (~28 tokens)

List B2B companies

Input parameters:

- `cursor` (string)
- `limit` (number)

### `createCompany` (~53 tokens)

Create a B2B company

Input parameters:

- `contactEmail` (string)
- `contactPhone` (string)
- `externalId` (string)
- `name` (string, required)
- `note` (string)

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/den-indance-shopify-mcp-pro/den-dance-shopify-mcp-pro#diagnostics

## Score history

- 2026-08-03: 62
- 2026-08-02: 58
- 2026-08-01: 20
- 2026-07-31: 28
- 2026-07-30: 30
- 2026-07-29: 70
- 2026-07-28: 70
- 2026-07-27: 25

## Links

- npm package: https://www.npmjs.com/package/@den.dance/shopify-mcp-pro
- Socket report: https://socket.dev/npm/package/@den.dance/shopify-mcp-pro
- Repository: https://github.com/den-indance/shopify-mcp-pro
- Changelog RSS feed: https://verifymcp.io/servers/den-indance-shopify-mcp-pro/den-dance-shopify-mcp-pro/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/den-indance-shopify-mcp-pro/den-dance-shopify-mcp-pro/changelog.json
- HTML version of this page: https://verifymcp.io/servers/den-indance-shopify-mcp-pro/den-dance-shopify-mcp-pro