Shopify Ai Toolkit WrapperSAFE
Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.
Overview
Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.
4f83675ca38aOBSERVED · 2026-10-08Install
Commands as the repository documents them. They are shown, not run.
npm install -g @shopify/ai-toolkit-mcp
Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| claude-code | mentioned | |
| cursor | mentioned |
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
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.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (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.
4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__shopify-ai-toolkit-wrapper.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | 4f83675ca38a | SAFE | B | 89 | first audit |
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.