# stateset_product_recommendations

Get AI-powered product recommendations based on customer behavior

Agent View of the PolicyLayer registry record for `stateset_product_recommendations`. HTML page: https://policylayer.com/tools/stateset-mcp-server/stateset-product-recommendations

## Facts

- Tool: `stateset_product_recommendations`
- Server: Stateset (`stateset/stateset-mcp-server`) — https://policylayer.com/tools/stateset-mcp-server.md
- Homepage: https://github.com/stateset/stateset-mcp-server
- Risk category: Read (Low risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Allowed

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "stateset_product_recommendations",
    "arguments": {}
  }
}
```

## Why stateset_product_recommendations is rated Low

This tool queries and returns recommendation data derived from customer behavior patterns. It performs analysis but does not create, modify, delete, or execute external operations. The AI generating recommendations does not alter system state. This is a pure read operation with minimal risk if misused by an agent, as it only surfaces suggestions without committing to any action.

From the tool's own definition: "Tool description states 'Get AI-powered product recommendations based on customer behavior' — the verb 'Get' indicates a retrieval operation with no side effects."

## Use case

AI agents call stateset_product_recommendations to retrieve information from Stateset without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

## Recommended policy (PolicyLayer)

Verdict: **Allowed**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Stateset:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "stateset_product_recommendations": {}
  }
}
```

## Other tools on Stateset (237)

- `stateset_cancel_asn` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-cancel-asn.md
- `stateset_cancel_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-cancel-order.md
- `stateset_cancel_purchase_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-cancel-purchase-order.md
- `stateset_cancel_work_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-cancel-work-order.md
- `stateset_clear_cache` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-clear-cache.md
- `stateset_clear_cart` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-clear-cart.md
- `stateset_delete_asn` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-asn.md
- `stateset_delete_bill_of_materials` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-bill-of-materials.md
- `stateset_delete_cart` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-cart.md
- `stateset_delete_cash_sale` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-cash-sale.md
- `stateset_delete_customer` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-customer.md
- `stateset_delete_fulfillment_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-fulfillment-order.md
- `stateset_delete_inventory` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-inventory.md
- `stateset_delete_invoice` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-invoice.md
- `stateset_delete_item_receipt` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-item-receipt.md
- `stateset_delete_manufacturer_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-manufacturer-order.md
- `stateset_delete_notification` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-notification.md
- `stateset_delete_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-order.md
- `stateset_delete_payment` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-payment.md
- `stateset_delete_product` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-product.md
- `stateset_delete_product_variant` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-product-variant.md
- `stateset_delete_purchase_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-purchase-order.md
- `stateset_delete_rma` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-rma.md
- `stateset_delete_robot_serial` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-robot-serial.md
- `stateset_delete_sales_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-sales-order.md
- `stateset_delete_shipment` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-shipment.md
- `stateset_delete_supplier` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-supplier.md
- `stateset_delete_user` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-user.md
- `stateset_delete_warranty` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-warranty.md
- `stateset_delete_work_order` — Destructive — https://policylayer.com/tools/stateset-mcp-server/stateset-delete-work-order.md
- …and 207 more: https://policylayer.com/tools/stateset-mcp-server.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=stateset-mcp-server · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/stateset-mcp-server