Atlas / Skills / jeremylongshore / Shopify Ai Toolkit Wrapper

Shopify Ai Toolkit WrapperSAFE

skills/jeremylongshore/shopify-ai-toolkit-wrapper

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
2.7.0
Hosts
2 documented
License
MIT
Stars
2,822
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-08
02

Install

Commands as the repository documents them. They are shown, not run.

npm install -g @shopify/ai-toolkit-mcp
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
cursormentioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: shopify-ai-toolkit-wrapper
description: 'Integrate Shopify''s AI Toolkit MCP server with Claude Code for GraphQL
  validation,

  Liquid linting, and documentation search.

  Use when setting up Shopify MCP integration, validating GraphQL queries,

  or linting Liquid templates.

  Trigger with phrases like "shopify ai toolkit", "shopify mcp",

  "shopify claude integration", "shopify graphql validation", "shopify liquid lint".

  '
allowed-tools: Read, Write, Edit, Bash(npm:*), Grep
version: 2.7.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags:
- saas
- ecommerce
- shopify
compatibility: Designed for Claude Code
---
# Shopify AI Toolkit Wrapper

## Overview

Shopify's AI Toolkit provides an official MCP (Model Context Protocol) server for developer workflows. This skill configures it for Claude Code, enabling GraphQL schema validation, Liquid template linting, and real-time Shopify documentation search without leaving your editor.

## Prerequisites

- Node.js 18+ and npm/pnpm installed
- A Shopify store with a custom app or API access token
- Access scopes appropriate for your workflow (minimum: `read_products`, `read_themes`)
- Claude Code with MCP support enabled

## Instructions

### Step 1: MCP Configuration

Create or update `.mcp.json` in your project root:

```json
{
  "mcpServers": {
    "shopify": {
      "command": "npx",
      "args": [
        "-y",
        "@shopify/ai-toolkit-mcp"
      ],
      "env": {
        "SHOPIFY_ACCESS_TOKEN": "${SHOPIFY_ACCESS_TOKEN}",
        "SHOPIFY_STORE_URL": "https://your-store.myshopify.com"
      }
    }
  }
}
```

> **Note**: The package name `@shopify/ai-toolkit-mcp` may change. Check [shopify.dev/docs](https://shopify.dev/docs) for the latest official MCP package name and configuration.

Set your environment variables:

```bash
export SHOPIFY_ACCESS_TOKEN="shpat_xxxxxxxxxxxxxxxxxxxx"
export SHOPIFY_STORE_URL="https://your-store.myshopify.com"
```

See [references/mcp-config.md](references/mcp-config.md) for advanced configuration and troubleshooting.

### Step 2: GraphQL Schema Validation

With the MCP server running, validate GraphQL queries against your store's live schema before executing them. The MCP introspects the schema and catches:

- Deprecated fields (e.g., `priceRange` should be `priceRangeV2`)
- Type mismatches in mutation inputs (e.g., `ProductInput` split into `ProductCreateInput`/`ProductUpdateInput` in 2024-10)
- Missing required fields and incorrect enum values

See [references/graphql-validation.md](references/graphql-validation.md) for common validation errors and deprecated field mappings.

### Step 3: Liquid Template Linting

The AI Toolkit checks Liquid templates for syntax errors, deprecated filters, and performance anti-patterns:

| Issue | Bad | Fix |
|-------|-----|-----|
| Deprecated filter | `img_url: '800x'` | `image_url: width: 800` |
| Scope leak | `{% include 'card' %}` | `{% render 'card', product: product %}` |
| Unbounded loop | `collections.all.products` | Add `limit: 50` or use `paginate` |

### Step 4: Documentation Search

Query Shopify's official documentation through the MCP server for up-to-date API information:

```
# Example MCP queries you can make:
# - "What fields are available on the Product object?"
# - "Show me the companyCreate mutation input shape"
# - "What scopes do I need for B2B operations?"
# - "What changed in the 2024-10 API version?"
```

This is especially useful for checking API version changes and deprecated fields without leaving your editor.

See [references/workflow-integration.md](references/workflow-integration.md) for combining MCP tools with other shopify-pack skills.

## Output

- MCP server configured and connected to your Shopify store
- GraphQL queries validated against live schema before execution
- Liquid templates linted for deprecated filters and anti-patterns
- Real-time documentation search available in Claude Code

## Error Handling

| Error | Cause | Solution |
|-------|-------|----------|
| `MCP connection refused` | MCP server failed to start | Check Node.js version (18+), run `npx @shopify/ai-toolkit-mcp` manually to see errors |
| `Invalid access token` | Token expired or wrong format | Regenerate token in Shopify admin (Settings > Apps > Develop apps) |
| `Schema introspection failed` | Insufficient API scopes | Add `read_products` and `read_themes` scopes to your app |
| `Rate limited on doc queries` | Too many documentation requests | Space out queries; docs are cached after first fetch |
| `ENOENT: .mcp.json not found` | Config file missing or wrong location | Must be in project root or `~/.claude/.mcp.json` for global config |
| `Package not found` | MCP package name changed | Check shopify.dev/docs for the current official package name |

## Examples

### Validating a GraphQL Mutation Before Execution

You need to call `productCreate` but aren't sure which input fields changed in the latest API version. Use the MCP server to validate your query against the live schema.

See [GraphQL Validation](references/graphql-validation.md) for common validation errors and deprecated field mappings.

### Setting Up MCP for a Team Project

Configure the Shopify MCP server at project, user, and global levels so the entire team gets schema validation automatically.

See [MCP Config](references/mcp-config.md) for advanced configuration and troubleshooting.

### Combining MCP Validation with Other Shopify Skills

Chain MCP schema validation before running mutations from other shopify-pack skills like B2B or checkout extensions.

See [Workflow Integration](references/workflow-integration.md) for the combined workflow patterns.

## Resources

- Shopify AI Toolkit
- [MCP Server Protocol](https://modelcontextprotocol.io/docs)
- [Shopify Admin API Reference](https://shopify.dev/docs/api/admin-graphql)
- [Shopify Theme Liquid Reference](https://shopify.dev/docs/api/liquid)
- [Shopify App Scopes](https://shopify.dev/docs/api/usage/acce
05

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__shopify-ai-toolkit-wrapper.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f83675ca38aSAFEB89first audit
07

Questions

What does the Shopify Ai Toolkit Wrapper skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Shopify Ai Toolkit Wrapper safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Shopify Ai Toolkit Wrapper access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Shopify Ai Toolkit Wrapper work with?

Its documentation mentions claude-code and cursor. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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