AI agents use hll_add to create or update resources in Awslabs Amazon Sns Sqs — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Awslabs Amazon Sns Sqs environment.
The 'add' operation modifies a HyperLogLog data structure by inserting an element. This is a reversible write operation (elements can be removed or the structure reset) with minimal blast radius. It does not execute arbitrary code, delete data permanently, or move money. The low severity reflects that adding a single element to a probabilistic data structure has limited impact even if misused by an agent.
From the tool's definition Tool name is 'hll_add' and description states 'Add one element to a HyperLogLog', indicating a data structure modification operation that creates or modifies data.
Documented attack patterns abuse exactly the kind of access hll_add 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 hll_add:
{
"version": "1",
"default": "deny",
"tools": {
"hll_add": {
"limits": [
{
"counter": "hll_add_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}hll_add stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
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Add one element to a HyperLogLog. It is categorised as a Write tool in the Awslabs Amazon Sns Sqs MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Awslabs Amazon Sns Sqs MCP server in PolicyLayer and add a rule for hll_add: 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.
hll_add is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the hll_add 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 hll_add. 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.
hll_add 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.
Free to start. No card required.
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