Generate images for multiple prompts in a single call (max 10, max 4 concurrent).
AI agents invoke tool_batch_generate to trigger actions in Open Google Image Generator MCP. 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.
This tool triggers external operations on Google Cloud Vertex AI to generate images from prompts. It is an Execute-category tool because it invokes an external AI service and produces outputs whose content depends on the arguments supplied. It spans up to 10 prompts with 4 concurrent requests, meaning misuse (e.g., batch generation of harmful imagery) has a moderate blast radius, warranting medium severity.
From the tool's definition Generate images for multiple prompts in a single call (max 10, max 4 concurrent)
Attacks that exploit this kind of access
Generate images for multiple prompts in a single call (max 10, max 4 concurrent). It is categorised as a Execute tool in the Open Google Image Generator MCP MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Open Google Image Generator MCP server in PolicyLayer and add a rule for tool_batch_generate: 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 Open Google Image Generator MCP. Nothing to install.
tool_batch_generate is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the tool_batch_generate 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.
Set action: deny in the PolicyLayer policy for tool_batch_generate. 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.
tool_batch_generate is provided by the Open Google Image Generator MCP server (miracorhan/opengoogleimagegeneratormcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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