get_taste_graph
Get the full TasteGraph — extended preferences including move families,
This record as markdown: /tools/io-github-dreamrec-livepilot/get-taste-graph.md
What get_taste_graph does on Livepilot
AI agents call get_taste_graph 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 get_taste_graph is rated Low
This tool retrieves user preference data (TasteGraph with move families and extended preferences) from Ableton Live's state without modifying, deleting, or executing any operations. It is a read-only accessor with no side effects, fitting the Read category. Severity is low because exposure of preference metadata poses minimal risk to the music project or system.
From the tool's definition Tool name and description indicate retrieval: 'Get the full TasteGraph — extended preferences'. The verb 'Get' and the absence of any modification, deletion, or execution language clearly indicate a query/retrieval operation.
Attacks that exploit this kind of access
The rule that runs get_taste_graph 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_taste_graph, this is the rule to start with:
get_taste_graph 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 get_taste_graph call is checked against it from then on.
Questions about get_taste_graph
Get the full TasteGraph — extended preferences including move families,. 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 get_taste_graph: 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.
get_taste_graph 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 get_taste_graph 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 get_taste_graph. 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.
get_taste_graph 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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