Analyze Livy session logs with LLM-powered performance insights and recommendations
AI agents call analyze-livy-session-logs 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 retrieves and examines Livy session logs to provide performance insights. It performs read-only analysis on existing log data without creating, modifying, deleting resources, executing code, or committing financial operations. The classification is Read due to its solely informational purpose.
From the tool's definition Tool name 'analyze-livy-session-logs' and description 'Analyze Livy session logs with LLM-powered performance insights and recommendations' indicate querying and analyzing existing log data.
Documented attack patterns abuse exactly the kind of access analyze-livy-session-logs 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-session-logs:
{
"version": "1",
"default": "deny",
"tools": {
"analyze-livy-session-logs": {}
}
}analyze-livy-session-logs 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 session logs with LLM-powered performance insights and 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-session-logs: 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-session-logs 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-session-logs 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-session-logs. 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-session-logs 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.