sampleAdvanced · MCP Elicitations Demo Server MCP

WHAT IT DOES

What sampleAdvanced does on MCP Elicitations Demo Server

AI agents invoke sampleAdvanced to trigger actions in MCP Elicitations Demo Server. 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 sampleAdvanced needs a policy

This tool executes an LLM inference/sampling operation, which triggers external computation and may consume resources or produce side effects depending on the model and inputs. It does not merely read static data but actively runs a process. Confidence is moderate because the description is brief and doesn't detail the full scope of side effects.

From the tool's definition 'Sample from an LLM with advanced model selection optimization' — triggers an LLM sampling operation with model selection logic

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

sampleAdvanced Rate-limited

sampleAdvanced 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": {
    "sampleAdvanced": {
      "limits": [
        {
          "counter": "sampleadvanced_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 MCP Elicitations Demo Server, so you can run agents against it safely.

FAQ

Questions about sampleAdvanced

What does the sampleAdvanced tool do? +

Sample from an LLM with advanced model selection optimization. It is categorised as a Execute tool in the MCP Elicitations Demo Server MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on sampleAdvanced? +

Register the MCP Elicitations Demo Server MCP server in PolicyLayer and add a rule for sampleAdvanced: 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 MCP Elicitations Demo Server. Nothing to install.

What risk level is sampleAdvanced? +

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

Can I rate-limit sampleAdvanced? +

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

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

sampleAdvanced is provided by the MCP Elicitations Demo Server MCP server (soriat/soria-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.