Get top-ranked feedback by VOC score. Shows highest priority feedback with score breakdowns. Use this to identify what to work on next.
AI agents call get_top_feedback_by_voc to retrieve information from ProduckAI MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The tool performs a read-only query operation that retrieves and ranks existing feedback data based on VOC (Voice of Customer) scores. It presents information for decision-making but does not create, modify, delete, or execute any actions.
From the tool's definition Tool description indicates it 'Get[s] top-ranked feedback' and 'Shows highest priority feedback with score breakdowns.' This is purely a retrieval operation with no modification, deletion, or execution capability. No side effects are described.
Attacks that exploit this kind of access
Get top-ranked feedback by VOC score. Shows highest priority feedback with score breakdowns. Use this to identify what to work on next. It is categorised as a Read tool in the ProduckAI MCP Server MCP Server, which means it retrieves data without modifying state.
Register the ProduckAI MCP Server MCP server in PolicyLayer and add a rule for get_top_feedback_by_voc: 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 ProduckAI MCP Server. Nothing to install.
get_top_feedback_by_voc 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_top_feedback_by_voc 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_top_feedback_by_voc. 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_top_feedback_by_voc is provided by the ProduckAI MCP Server MCP server (rohitsaraff33-bit/produckai-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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