Trace MCP Server Operations
openinference-instrumentation-mcpskillsetup L3★0
Arize-ai/openinference ↗What it does
Trace LLM, embedding, and retrieval ops with OpenInference
Best for
Full observability into RAG and LLM app internals.
Inputs
- · instrumented app code
- · OTEL exporter config
Outputs
- · OpenInference spans
- · embedding traces
- · retrieval call logs
Requires
- · OpenInference spec
- · OpenTelemetry SDK
Preconditions
OTEL exporter configured and running
Failure modes
- · Exporter connection error
- · span size exceeded
Trust signals
- · Arize backing
- · OpenInference standard compliance