shopify_products
List Shopify products. Returns normalized products from a public Shopify /products.json endpoint. Valid empty result pages return 200 with an empty products array.
This record as markdown: /tools/crawlora-mcp/shopify-products.md
What shopify_products does on Crawlora
AI agents call shopify_products to retrieve information from Crawlora without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
url | string | Yes | Shopify storefront URL |
page | integer | — | 1-based page, defaults to 1 |
limit | integer | — | Maximum products, defaults to 50 and supports up to 250 |
Parameters from the server's own tool schema.
Why shopify_products is rated Low
This tool queries publicly available product data from Shopify stores without modifying, creating, or deleting any data. It is a straightforward data retrieval operation with no irreversible consequences or financial impact. The low severity reflects minimal risk even if misused by an AI agent.
From the tool's definition Tool description states 'List Shopify products' and 'Returns normalized products from a public Shopify `/products.json` endpoint'. The verb 'List' and the fact it retrieves from a public endpoint indicate a read-only operation with no side effects.
Risk signalsAccepts URL/endpoint input (url)
Attacks that exploit this kind of access
The rule that runs shopify_products safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Crawlora, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For shopify_products, this is the rule to start with:
shopify_products is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Crawlora, apply this rule, and every shopify_products call is checked against it from then on.
Questions about shopify_products
List Shopify products. Returns normalized products from a public Shopify /products.json endpoint. Valid empty result pages return 200 with an empty products array. It is categorised as a Read tool in the Crawlora MCP Server, which means it retrieves data without modifying state.
shopify_products accepts 3 parameters: url, page, limit. Required: url. The full parameter table on this page comes from the server's own tool schema.
Register the Crawlora MCP server in PolicyLayer and add a rule for shopify_products: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Crawlora. Nothing to install.
shopify_products is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the shopify_products rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for shopify_products. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
shopify_products is provided by the Crawlora MCP server (crawlora-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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