Analyzes the performance characteristics of a CQL query - args: keyspace, query
AI agents call analyzeQueryPerformance to retrieve information from Amazon Redshift MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool performs analysis on an existing query's performance characteristics. Analysis is fundamentally a read operation with no side effects—it does not modify data, execute arbitrary code, delete anything, or commit financial obligations. The lowest severity is appropriate since misuse would yield at most an informational output about query plans or metrics, with no destructive impact.
From the tool's definition Tool name 'analyzeQueryPerformance' and description 'Analyzes the performance characteristics of a CQL query' indicate a read-only operation that examines query performance without executing modifications.
Documented attack patterns abuse exactly the kind of access analyzeQueryPerformance gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Amazon Redshift MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for analyzeQueryPerformance:
{
"version": "1",
"default": "deny",
"tools": {
"analyzeQueryPerformance": {}
}
} analyzeQueryPerformance is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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Analyzes the performance characteristics of a CQL query - args: keyspace, query. It is categorised as a Read tool in the Amazon Redshift MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Amazon Redshift MCP Server MCP server in PolicyLayer and add a rule for analyzeQueryPerformance: 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 Amazon Redshift MCP Server. Nothing to install.
analyzeQueryPerformance 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 analyzeQueryPerformance 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 analyzeQueryPerformance. 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.
analyzeQueryPerformance is provided by the Amazon Redshift MCP Server MCP server (awslabs.redshift-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Amazon Redshift MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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