set_autonomy_level · Kiln MCP: Risk & Policy

WHAT IT DOES

What set_autonomy_level does on Kiln

AI agents invoke set_autonomy_level to trigger actions in Kiln. 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.

WHY IT NEEDS A POLICY

Why set_autonomy_level needs a policy

On a 3D printer control server, setting an autonomy level likely controls how much independent decision-making an AI agent can perform over physical hardware. This is an Execute-class action (triggering external/physical operations) with potentially high blast radius if an agent is granted elevated autonomy over printers. Confidence is lowered due to the empty description.

From the tool's definition Tool name 'set_autonomy_level' on a server that provides 'AI agent control of 3D printers'. Description is empty and uninformative.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

set_autonomy_level Rate-limited

set_autonomy_level 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.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "set_autonomy_level": {
      "limits": [
        {
          "counter": "set_autonomy_level_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL →

Instant setup, no code required.

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

FAQ

Questions about set_autonomy_level

What does the set_autonomy_level tool do? +

set_autonomy_level. It is categorised as a Execute tool in the Kiln MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on set_autonomy_level? +

Register the Kiln MCP server in PolicyLayer and add a rule for set_autonomy_level: 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 Kiln. Nothing to install.

What risk level is set_autonomy_level? +

set_autonomy_level is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit set_autonomy_level? +

Yes. Add a rate_limit block to the set_autonomy_level 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 set_autonomy_level completely? +

Set action: deny in the PolicyLayer policy for set_autonomy_level. 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 set_autonomy_level? +

set_autonomy_level is provided by the Kiln MCP server (codeofaxel/Kiln). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.