AI agents call describe_log_groups to retrieve information from Prometheus MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The 'describe_log_groups' tool retrieves information about log groups in AWS CloudWatch/Prometheus without side effects. Despite the empty description, the semantic meaning of 'describe' in AWS APIs is to query and return resource metadata. This is a read operation with low severity because it only retrieves existing data.
From the tool's definition Tool name 'describe_log_groups' uses the 'describe' verb, which is a standard AWS API pattern for retrieving metadata and information about resources without modifying them. The verb 'describe' inherently performs read-only queries.
Documented attack patterns abuse exactly the kind of access describe_log_groups gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Prometheus MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for describe_log_groups:
{
"version": "1",
"default": "deny",
"tools": {
"describe_log_groups": {}
}
}describe_log_groups is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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describe_log_groups. It is categorised as a Read tool in the Prometheus MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Prometheus MCP Server MCP server in PolicyLayer and add a rule for describe_log_groups: 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 Prometheus MCP Server. Nothing to install.
describe_log_groups is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the describe_log_groups 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 describe_log_groups. 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.
describe_log_groups is provided by the Prometheus MCP Server MCP server (awslabs.prometheus-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Prometheus MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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805 Prometheus MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.