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MCP Toolbox emits OTLP spans natively. Pass the Agnost endpoint and your org ID via env var.
MCP Toolbox traces can include tool names, tool parameters, SQL/tool results, and errors. Review Data Governance before enabling production traffic.

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Setup

export OTEL_EXPORTER_OTLP_HEADERS="X-Agnost-Org-ID=<your-org-id>"
./toolbox --tools-file tools.yaml --telemetry-otlp="otel.agnost.ai"
See the MCP Toolbox guide for full setup details.

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Verify

Call one Toolbox tool, then open Raw logs and Tools in Agnost.

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Troubleshooting

  • Confirm --telemetry-otlp="otel.agnost.ai" is passed to Toolbox.
  • Confirm OTEL_EXPORTER_OTLP_HEADERS contains X-Agnost-Org-ID=<your-org-id>.
  • If SQL or tool results are sensitive, scrub or disable those attributes before production rollout.

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References