get_novelty

Get real-time spectral novelty for section boundary detection from FluCoMa.

SERVERLivepilot SOURCElivepilot

Low RISK CLASS

Category Read

Parameters 00 required

Recommended Allowedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/io-github-dreamrec-livepilot/get-novelty.md

WHAT IT DOES

What get_novelty does on Livepilot

AI agents call get_novelty to retrieve information from Livepilot without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

RISK

Why get_novelty is rated Low

This tool retrieves spectral novelty metrics—computational analysis results derived from audio content—to aid in identifying structural boundaries in music. It performs no modifications to the Ableton Live project, executes no external commands beyond reading cached or live-computed analysis data, and has no destructive or financial implications.

From the tool's definition Tool name 'get_novelty' and description 'Get real-time spectral novelty for section boundary detection' indicate data retrieval without modification.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs get_novelty safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Livepilot, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For get_novelty, this is the rule to start with:

get_novelty Allowed

get_novelty is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "get_novelty": {}
  }
}

ALLOW ONLY THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Livepilot, apply this rule, and every get_novelty call is checked against it from then on.

FAQ

Questions about get_novelty

What does the get_novelty tool do? +

Get real-time spectral novelty for section boundary detection from FluCoMa. It is categorised as a Read tool in the Livepilot MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on get_novelty? +

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

What risk level is get_novelty? +

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

Can I rate-limit get_novelty? +

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

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

get_novelty is provided by the Livepilot MCP server (livepilot). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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