# shopify-reports-mcp

> shopify-reports-mcp — mvacha-shopify-reports-mcp. Use this tool when you need to analyze Shopify store performance, optimize product offerings, or inform business decisions with data-driven insights. It enables AI agents to query Shopify analytics using ShopifyQL via the Admin GraphQL endpoint, executing queries and interpreting results. The tool accepts natural language queries as input and returns relevant data and insights as output, making it ideal for use cases like identifying top-selling products or profit margins.

Canonical page: https://skillsregistry.net/skills/mvacha-shopify-reports-mcp  
JSON: https://api.skillsregistry.net/v1/skills/mvacha-shopify-reports-mcp

## Description

Enables AI agents to query Shopify analytics with ShopifyQL via the Admin GraphQL endpoint, executing queries and interpreting results like 'show me the products with the highest margins'.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ecommerce
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/kbcd4bhu64)
- **Repository:** <https://github.com/mvacha/shopify-reports-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "mvacha-shopify-reports-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mvacha-shopify-reports-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mvacha-shopify-reports-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt