AI agents call esm_kafka_diagnosis as a supporting operation in Amazon Redshift MCP Server workflows.
The description is empty and the tool name only suggests some diagnostic function related to Kafka in an ESM context. Without further information, it's unclear whether this tool reads, writes, executes, or has destructive effects. Defaulting to Other with low confidence due to insufficient information, though the 'diagnosis' suffix suggests a read/query operation.
From the tool's definition Tool name 'esm_kafka_diagnosis' and empty description provide no actionable detail about what the tool does.
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 Amazon Redshift 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.
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esm_kafka_diagnosis. It is categorised as a Other tool in the Amazon Redshift MCP Server MCP Server, which means it performs auxiliary operations.
Register the Amazon Redshift 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 Amazon Redshift 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 Amazon Redshift MCP Server MCP server (awslabs.redshift-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Amazon Redshift 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 Amazon Redshift MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.