AI agents call lake_query as a supporting operation in Awslabs Amazon Sns Sqs workflows.
With no description available, classification is uncertain. The name suggests a Read/Execute operation (querying a data lake), but on an SNS/SQS server this is unexpected. Lowering confidence significantly due to lack of description. Defaulting to Other given the mismatch between tool name and server context, with medium severity due to unknown blast radius.
From the tool's definition Tool description is empty and uninformative; the name 'lake_query' suggests a data lake query operation
Documented attack patterns abuse exactly the kind of access lake_query gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Awslabs Amazon Sns Sqs, and nothing reaches the server without passing your rules. This is the rule we recommend for lake_query:
{
"version": "1",
"default": "deny",
"tools": {
"lake_query": {
"limits": [
{
"counter": "lake_query_rate",
"window": "minute",
"max": 60,
"scope": "grant"
}
]
}
}
} lake_query gets a rate cap, and everything else on the server is denied unless you say otherwise.
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lake_query. It is categorised as a Other tool in the Awslabs Amazon Sns Sqs MCP Server, which means it performs auxiliary operations.
Register the Awslabs Amazon Sns Sqs MCP server in PolicyLayer and add a rule for lake_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 Awslabs Amazon Sns Sqs. Nothing to install.
lake_query 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 lake_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 lake_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.
lake_query is provided by the Awslabs Amazon Sns Sqs MCP server (awslabs.amazon-sns-sqs-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Awslabs Amazon Sns Sqs, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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