generate_image · Nanobanana Pro MCP: Risk & Policy

WHAT IT DOES

What generate_image does on Nanobanana Pro

AI agents invoke generate_image to trigger actions in Nanobanana Pro. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.

WHY IT NEEDS A POLICY

Why generate_image needs a policy

This tool triggers an external AI image generation operation whose output depends on the prompt argument. It is not a simple read/query, but an active execution of an external generative AI process. The result is a newly created artifact, placing it at least at Write level; however, since it invokes an external computational service/operation rather than simply storing user-provided data, Execute is more appropriate.

From the tool's definition "Generate an image using AI based on a text prompt" and "Automatically detects the best aspect ratio based on the prompt context"

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

generate_image Rate-limited

generate_image stays usable, but rate-capped — a runaway agent can't fire it dozens of times 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": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL →

Instant setup, no code required.

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

FAQ

Questions about generate_image

What does the generate_image tool do? +

Generate an image using AI based on a text prompt. Automatically detects the best aspect ratio based on the prompt context (e.g.,. It is categorised as a Execute tool in the Nanobanana Pro MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on generate_image? +

Register the Nanobanana Pro 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 Nanobanana Pro. Nothing to install.

What risk level is generate_image? +

generate_image is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

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 Nanobanana Pro MCP server (rzgrozt/nanobanana-pro-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.