This record as markdown: /tools/io-github-dreamrec-livepilot/analyze-loudness.md
What analyze_loudness does on Livepilot
AI agents call analyze_loudness 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.
Why analyze_loudness is rated Low
The 'analyze_' prefix combined with sibling context strongly indicates this is a read operation that queries loudness metrics from the current Ableton Live session. Analysis tools produce no side effects on the session state. Confidence is moderate (0.7) rather than high due to the empty description, but the naming pattern and sibling tools provide sufficient contextual evidence.
From the tool's definition Tool name 'analyze_loudness' suggests measurement/analysis of audio loudness levels. Description is empty, but sibling tools like 'analyze_composition', 'analyze_harmony', and 'analyze_for_automation' are all read-only analysis operations that retrieve…
Attacks that exploit this kind of access
The rule that runs analyze_loudness 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 analyze_loudness, this is the rule to start with:
analyze_loudness is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Livepilot, apply this rule, and every analyze_loudness call is checked against it from then on.
Questions about analyze_loudness
analyze_loudness is a read tool on the Livepilot MCP server. It is categorised as a Read tool in the Livepilot MCP Server, which means it retrieves data without modifying state.
Register the Livepilot MCP server in PolicyLayer and add a rule for analyze_loudness: 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.
analyze_loudness is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the analyze_loudness 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.
Set action: deny in the PolicyLayer policy for analyze_loudness. 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.
analyze_loudness 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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