analyze_parts_with_ai

THE RISK

Low Risk

Why analyze_parts_with_ai needs a policy

With no description available, the tool name suggests an analysis/read operation (analyzing parts with AI), likely examining image or model data without side effects. Given the server context of Live2D model generation, this is probably a read/analysis step. However, confidence is low due to the empty description. Defaulting to Read category but filed under Other due to uncertainty.

From the tool's definition Tool name is 'analyze_parts_with_ai'; description is empty and uninformative.

Documented attack patterns abuse exactly the kind of access analyze_parts_with_ai gives an agent:

POLICY

How to control analyze_parts_with_ai

PolicyLayer is an MCP gateway — it sits between your AI agents and Live2D Automation MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for analyze_parts_with_ai:

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "analyze_parts_with_ai": {
      "limits": [
        {
          "counter": "analyze_parts_with_ai_rate",
          "window": "minute",
          "max": 60,
          "scope": "grant"
        }
      ]
    }
  }
}

analyze_parts_with_ai gets a rate cap, and everything else on the server is denied unless you say otherwise.

Create a free account and register Live2D Automation MCP Server — nothing to install.
Add this policy — paste it, or build it visually.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

SET A RULE FOR THIS TOOL →

Free to start. No card required.

EXPLORE

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Go deeper

The MCP Attack Database → Documented attack patterns against MCP deployments — and the policies that stop them.
Tool risk categories → How PolicyLayer classifies MCP tools by what they can do.
MCP tool → What an MCP tool is and how clients discover and call it.
Rate Limiting MCP Tool Calls: A Practical Guide →
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FAQ

Questions about analyze_parts_with_ai

What does the analyze_parts_with_ai tool do? +

analyze_parts_with_ai. It is categorised as a Other tool in the Live2D Automation MCP Server MCP Server, which means it performs auxiliary operations.

How do I enforce a policy on analyze_parts_with_ai? +

Register the Live2D Automation MCP Server MCP server in PolicyLayer and add a rule for analyze_parts_with_ai: 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 Live2D Automation MCP Server. Nothing to install.

What risk level is analyze_parts_with_ai? +

analyze_parts_with_ai is a Other tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit analyze_parts_with_ai? +

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

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

analyze_parts_with_ai is provided by the Live2D Automation MCP Server MCP server (j621111/live2d-automation). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Live2D Automation MCP Server tool call.

Start from Live2D Automation MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.

CHECK YOUR STACK →