AI agents call esm_kafka_diagnosis as a supporting operation in Prometheus MCP Server workflows.
The tool name suggests a diagnostic/analysis operation related to Kafka and ESM (possibly Event Stream Management), which would typically be a Read operation. However, the description is completely empty, providing no evidence of what the tool actually does. Given the 'diagnosis' suffix, it likely reads/queries metrics or logs, but without confirmation I cannot be certain.
From the tool's definition Tool name is 'esm_kafka_diagnosis' and the description is empty or uninformative.
Documented attack patterns abuse exactly the kind of access esm_kafka_diagnosis 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 esm_kafka_diagnosis:
{
"version": "1",
"default": "deny",
"tools": {
"esm_kafka_diagnosis": {
"limits": [
{
"counter": "esm_kafka_diagnosis_rate",
"window": "minute",
"max": 60,
"scope": "grant"
}
]
}
}
} esm_kafka_diagnosis gets a rate cap, and everything else on the server is denied unless you say otherwise.
Free to start. No card required.
esm_kafka_diagnosis. It is categorised as a Other tool in the Prometheus MCP Server MCP Server, which means it performs auxiliary operations.
Register the Prometheus MCP Server MCP server in PolicyLayer and add a rule for esm_kafka_diagnosis: 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.
esm_kafka_diagnosis is a Other tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the esm_kafka_diagnosis 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 esm_kafka_diagnosis. 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.
esm_kafka_diagnosis 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.
Free to start. No card required.
805 Prometheus MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.