Medium Risk

generate_grocery_list

Generate a consolidated grocery list from a meal plan. Ingredients are combined, converted to standard grocery quantities, and grouped by store category (produce, dairy, etc.). Requires an existing meal plan -- generate one with generate_meal_plan first if needed.

Part of the Mealmastery server.

generate_grocery_list can modify Mealmastery data, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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AI agents use generate_grocery_list to create or modify resources in Mealmastery. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.

Without a policy, an AI agent could call generate_grocery_list repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Mealmastery.

Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "generate_grocery_list": {
      "limits": [
        {
          "counter": "generate_grocery_list_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

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These attack patterns abuse exactly the kind of access generate_grocery_list gives an agent. Each links to the full case and the policy that stops it:

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Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so generate_grocery_list only ever does what you allow.

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Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.

What does the generate_grocery_list tool do? +

Generate a consolidated grocery list from a meal plan. Ingredients are combined, converted to standard grocery quantities, and grouped by store category (produce, dairy, etc.). Requires an existing meal plan -- generate one with generate_meal_plan first if needed.. It is categorised as a Write tool in the Mealmastery MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on generate_grocery_list? +

Register the Mealmastery MCP server in PolicyLayer and add a rule for generate_grocery_list: 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 Mealmastery. Nothing to install.

What risk level is generate_grocery_list? +

generate_grocery_list is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit generate_grocery_list? +

Yes. Add a rate_limit block to the generate_grocery_list 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.

How do I block generate_grocery_list completely? +

Set action: deny in the PolicyLayer policy for generate_grocery_list. 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.

What MCP server provides generate_grocery_list? +

generate_grocery_list is provided by the Mealmastery MCP server (MealMasteryAI/mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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