Query Gemini CLI with a prompt
AI agents invoke gemini_query to trigger actions in Gemini Cli. 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 executes queries against an external AI service via CLI, which constitutes triggering external operations. The effects depend entirely on what prompt is passed, and the CLI execution pathway could have side effects beyond simple data retrieval. It is more than a Read because it invokes an external system with arbitrary input.
From the tool's definition "Query Gemini CLI with a prompt" — sends arbitrary prompts to an external AI service (Gemini CLI), triggering external operations whose effects depend on the prompt contents
Attacks that exploit this kind of access
Query Gemini CLI with a prompt. It is categorised as a Execute tool in the Gemini Cli MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Gemini Cli MCP server in PolicyLayer and add a rule for gemini_query: 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 Gemini Cli. Nothing to install.
gemini_query 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 gemini_query 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 gemini_query. 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.
gemini_query is provided by the Gemini Cli MCP server (jwcraig/gemini-cli-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
gemini_query is one line of Gemini Cli's registry record.
The record carries the whole server: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.
Teams ship this data inside their own products. See what a licence covers →