analyze_demand
AI agents call analyze_demand to retrieve information from Supply Ops Agent without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The empty description creates uncertainty, but the server context suggests this tool retrieves or analyzes demand metrics rather than modifying, executing, or deleting data. The name 'analyze' implies data retrieval and diagnostic computation with no side effects. Confidence is reduced to 0.6 due to lack of explicit documentation.
From the tool's definition Tool name is 'analyze_demand' with empty description. Based on the server's stated purpose (bid rate analysis, IVT detection, ads.txt compliance), the tool likely performs diagnostic analysis or querying of demand-side data.
Attacks that exploit this kind of access
analyze_demand. It is categorised as a Read tool in the Supply Ops Agent MCP Server, which means it retrieves data without modifying state.
Register the Supply Ops Agent MCP server in PolicyLayer and add a rule for analyze_demand: 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 Supply Ops Agent. Nothing to install.
analyze_demand 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_demand 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_demand. 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_demand is provided by the Supply Ops Agent MCP server (mpessis/supply-ops-agent). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
analyze_demand is one line of Supply Ops Agent's registry record.
The record carries the whole server: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.
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