generate_image · Openai Images MCP: Risk & Policy

WHAT IT DOES

What generate_image does on Openai Images

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

WHY IT NEEDS A POLICY

Why generate_image needs a policy

This tool generates new image content by calling OpenAI's API. It is a Write operation (creates new data/assets) with no irreversible destruction, financial transaction, or arbitrary code execution. Misuse could generate inappropriate images or incur API costs, hence medium severity.

From the tool's definition 'Create one or more images from a text prompt using OpenAI' — creates new image assets via an external API call

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

generate_image Rate-limited

generate_image 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_image": {
      "limits": [
        {
          "counter": "generate_image_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 Openai Images, so you can run agents against it safely.

FAQ

Questions about generate_image

What does the generate_image tool do? +

Create one or more images from a text prompt using OpenAI. It is categorised as a Write tool in the Openai Images 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_image? +

Register the Openai Images MCP server in PolicyLayer and add a rule for generate_image: 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 Openai Images. Nothing to install.

What risk level is generate_image? +

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

Can I rate-limit generate_image? +

Yes. Add a rate_limit block to the generate_image 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_image completely? +

Set action: deny in the PolicyLayer policy for generate_image. 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_image? +

generate_image is provided by the Openai Images MCP server (sam-david/openai-images-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.