copy_image_set · Amazon SageMaker AI MCP Server MCP

WHAT IT DOES

What copy_image_set does on Amazon SageMaker AI MCP Server

AI agents use copy_image_set to create or update resources in Amazon SageMaker AI MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Amazon SageMaker AI MCP Server environment.

WHY IT NEEDS A POLICY

Why copy_image_set needs a policy

The tool creates a copy of an image set, which is a reversible write operation. It modifies the system state by adding new data but does not delete, destroy, or execute arbitrary code. The empty description lowers confidence slightly, but the name strongly suggests a data duplication operation typical of SageMaker workflows.

From the tool's definition Tool name 'copy_image_set' indicates creation or duplication of a data set. In the context of AWS SageMaker, image sets are training or reference data assets.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

copy_image_set Rate-limited

copy_image_set 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.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "copy_image_set": {
      "limits": [
        {
          "counter": "copy_image_set_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches Amazon SageMaker AI MCP Server, so you can run agents against it safely.

FAQ

Questions about copy_image_set

What does the copy_image_set tool do? +

copy_image_set. It is categorised as a Write tool in the Amazon SageMaker AI MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on copy_image_set? +

Register the Amazon SageMaker AI MCP Server MCP server in PolicyLayer and add a rule for copy_image_set: 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 SageMaker AI MCP Server. Nothing to install.

What risk level is copy_image_set? +

copy_image_set is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit copy_image_set? +

Yes. Add a rate_limit block to the copy_image_set 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.

How do I block copy_image_set completely? +

Set action: deny in the PolicyLayer policy for copy_image_set. 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.

What MCP server provides copy_image_set? +

copy_image_set is provided by the Amazon SageMaker AI MCP Server MCP server (awslabs.sagemaker-ai-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.