generate_prd · ProduckAI MCP Server MCP: Risk & Policy

WHAT IT DOES

What generate_prd does on ProduckAI MCP Server

AI agents use generate_prd to create or update resources in ProduckAI MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your ProduckAI MCP Server environment.

WHY IT NEEDS A POLICY

Why generate_prd needs a policy

This tool generates and creates new documentation (a PRD), which is a reversible write operation. The document can be edited, deleted, or regenerated. It does not execute external code, delete data, move money, or perform destructive operations.

From the tool's definition Tool creates a new artifact (PRD document) from existing data. Description states it 'Creates a strategic, engineering-ready PRD' and 'turning customer feedback insights into actionable product specs,' indicating content generation and modification.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

generate_prd Rate-limited

generate_prd stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "generate_prd": {
      "limits": [
        {
          "counter": "generate_prd_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches ProduckAI MCP Server, so you can run agents against it safely.

FAQ

Questions about generate_prd

What does the generate_prd tool do? +

Generate a Product Requirements Document (PRD) from an insight. Creates a strategic, engineering-ready PRD using AI-powered analysis. Includes strategic alignment, evidence-based problem statement, solution hypothesis, success metrics, risk assessment, and roadmap. Perfect for turning customer feedback insights into actionable product specs. It is categorised as a Write tool in the ProduckAI MCP Server 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_prd? +

Register the ProduckAI MCP Server MCP server in PolicyLayer and add a rule for generate_prd: 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 ProduckAI MCP Server. Nothing to install.

What risk level is generate_prd? +

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

Can I rate-limit generate_prd? +

Yes. Add a rate_limit block to the generate_prd 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_prd completely? +

Set action: deny in the PolicyLayer policy for generate_prd. 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_prd? +

generate_prd is provided by the ProduckAI MCP Server MCP server (rohitsaraff33-bit/produckai-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.