MCP Server Observability Engineer
Designs observability for MCP servers covering tool call tracing, latency metrics, error tracking, and usage analytics.
About this prompt
When to use this prompt
- check_circleInstrument database MCP server with OpenTelemetry tracing from Claude through to database query.
- check_circleBuild tool usage analytics dashboard showing which MCP tools are most frequently called in production.
- check_circleDesign error rate alerting for MCP server with automated PagerDuty on-call notification.
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Real-time tokenizer for GPT & Claude.
Cost Tracking
Analytics for model expenditure.
API Endpoints
Deploy prompts as managed endpoints.
Auto-Eval
Quality scoring using similarity benchmarks.