Monitoring & Observability

Learn how to monitor, log, and trace the internal state of the MCP Toolbox.

Understanding the internal state of your system is critical when deploying AI agents. Explore the sections below to configure your telemetry signals and route them to your preferred observability backends:

  • Telemetry: Learn how to configure logging levels and understand the core metrics and traces emitted by the Toolbox server.
  • Export Telemetry: Discover how to deploy and configure an OpenTelemetry (OTel) Collector.
  • SQL Commenter: Propagate application context into database query logs by prepending SQLCommenter-format comments to executed SQL statements.

Telemetry

An overview of telemetry and observability in Toolbox.

Export Telemetry

How to set up and configure Toolbox to use the Otel Collector.

SQL Commenter

Propagate application context into database query logs by prepending SQLCommenter-format comments to executed SQL statements.