Open tool-call analytics
Open Tool Calls in the Agnost AI sidebar. Use the filters to compare tools by volume, success rate, error distribution, and latency over time.What good instrumentation includes
- A stable tool name.
- The parent conversation or agent-turn identifier.
- Success or failure state.
- End-to-end latency.
- Arguments and results when content capture is enabled.
- Checkpoints for meaningful internal phases when the SDK supports them.
Client-side versus server-side visibility
Application OpenTelemetry records the calls made by that application. Agnost AI MCP server analytics instruments an MCP server itself and can observe calls from all of its clients. Choose the boundary that matches the question you need to answer; avoid recording the same call twice without a deliberate reason.Next steps
- Events: inspect the complete record behind a tool call.
- Alerts: monitor important tool conditions.
- Improvements: turn recurring tool issues into changes.