AI agents invoke manage_aws_glue_sessions to trigger actions in Awslabs Amazon Sns Sqs. 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.
AWS Glue sessions are used for running interactive data processing and ETL code. Managing sessions implies lifecycle operations including starting/stopping/deleting sessions, which constitutes executing code or triggering external operations. The description is empty, lowering confidence, but the tool name strongly implies Execute-level operations.
From the tool's definition Tool name: 'manage_aws_glue_sessions' — implies managing (create/start/stop/delete) AWS Glue interactive sessions, which involve executing code/ETL jobs.
Documented attack patterns abuse exactly the kind of access manage_aws_glue_sessions 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 manage_aws_glue_sessions:
{
"version": "1",
"default": "deny",
"tools": {
"manage_aws_glue_sessions": {
"limits": [
{
"counter": "manage_aws_glue_sessions_rate",
"window": "minute",
"max": 10,
"scope": "grant"
}
]
}
}
} manage_aws_glue_sessions stays usable, but rate-capped — a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.
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manage_aws_glue_sessions. It is categorised as a Execute tool in the Awslabs Amazon Sns Sqs MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Awslabs Amazon Sns Sqs MCP server in PolicyLayer and add a rule for manage_aws_glue_sessions: 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.
manage_aws_glue_sessions 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 manage_aws_glue_sessions 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 manage_aws_glue_sessions. 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.
manage_aws_glue_sessions 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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