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search_samples

A read tool on the Livepilot MCP server.

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/search-samples.md

What search_samples does on Livepilot

AI agents call search_samples 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 search_samples is rated Low

Search operations are inherently read-only—they retrieve or query data with no side effects. Even within a music production context where Ableton samples could be part of the project state, a search function merely locates and returns sample metadata or references without creating, modifying, deleting, or executing anything. The low severity reflects minimal blast radius if an AI agent performs unnecessary searches.

From the tool's definition Tool name 'search_samples' indicates a query/retrieval operation. The description is empty, limiting direct evidence, but the name strongly suggests searching through a sample library without modification.

Questions about search_samples

What does the search_samples tool do? +

search_samples 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.

How do I enforce a policy on search_samples? +

Register the Livepilot MCP server in PolicyLayer and add a rule for search_samples: 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 search_samples? +

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

Can I rate-limit search_samples? +

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

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

search_samples 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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