Analyze Livy statement execution with detailed performance metrics and LLM-powered optimization recommendations
AI agents call analyze-livy-statement-performance to retrieve information from Fabric-Analytics-MCP 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 performance data about already-executed Livy statements. It does not execute code, modify data, delete resources, or commit financial actions. It is purely observational/analytical, examining metrics from past executions. The 'LLM-powered optimization recommendations' are generated insights, not actions taken.
From the tool's definition The tool 'analyze-livy-statement-performance' analyzes and retrieves 'detailed performance metrics and optimization recommendations' from Livy statement execution.
Documented attack patterns abuse exactly the kind of access analyze-livy-statement-performance gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Fabric-Analytics-MCP, and nothing reaches the server without passing your rules. This is the rule we recommend for analyze-livy-statement-performance:
{
"version": "1",
"default": "deny",
"tools": {
"analyze-livy-statement-performance": {}
}
}analyze-livy-statement-performance is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
Free to start. No card required.
Analyze Livy statement execution with detailed performance metrics and LLM-powered optimization recommendations. It is categorised as a Read tool in the Fabric-Analytics-MCP MCP Server, which means it retrieves data without modifying state.
Register the Fabric-Analytics- MCP server in PolicyLayer and add a rule for analyze-livy-statement-performance: 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 Fabric-Analytics-MCP. Nothing to install.
analyze-livy-statement-performance 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-livy-statement-performance 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-livy-statement-performance. 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-livy-statement-performance is provided by the Fabric-Analytics- MCP server (santhoshravindran7/fabric-analytics-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 83 Fabric-Analytics-MCP tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
83 Fabric-Analytics-MCP tools catalogued and risk-classified — across an index of 42,500+ MCP servers.