Real-world workflows you can run with the SigNoz MCP Server and any MCP-compatible AI assistant.
Each guide walks through a specific scenario - the prompt to try, what to expect, and what the MCP server does under the hood.
Search, filter, and analyze logs by asking questions in plain English - no query syntax required.
Ask 'why is this slow?' and get a full span breakdown identifying the bottleneck service.
Paste a trace ID from a support ticket and reconstruct the full request path with root cause.
Find where errors originate in the call chain when error rates spike on a service.
When multiple services alert simultaneously, identify whether it's a cascade from one failure or separate incidents.
Compare key metrics before and after a deployment to detect performance regressions or unexpected changes.
Generate a handoff summary of recent incidents and ongoing issues for the next on-call engineer.
Identify noisy, flapping, and stale alerts by analyzing which alerts correlate with actual service degradation and which don't.
