AI agents call trend_llm_citations to retrieve information from Geoseo without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool queries and retrieves citation tracking metrics for a target domain across time periods. It performs data retrieval and analysis only, with no capability to modify, delete, execute code, or affect financial systems. The read-only nature of citation tracking analytics places it firmly in the Read category with low severity.
From the tool's definition Tool description states 'Per-snapshot citation share for target_domain over time' - this retrieves historical citation data and metrics. The verb 'per-snapshot' and 'over time' indicate data querying and analysis without modification.
Attacks that exploit this kind of access
Per-snapshot citation share for target_domain over time. It is categorised as a Read tool in the Geoseo MCP Server, which means it retrieves data without modifying state.
Register the Geoseo MCP server in PolicyLayer and add a rule for trend_llm_citations: 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 Geoseo. Nothing to install.
trend_llm_citations 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 trend_llm_citations 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 trend_llm_citations. 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.
trend_llm_citations is provided by the Geoseo MCP server (rachit8484/geoseo-mcp). 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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