Dashboards

Comprehensive observability for MCP servers: transport, protocol, tool execution, agentic metrics, sessions, resources, and system health. Supports multi-client monitoring.

Comprehensive observability dashboard for Node.js applications with full telemetry support. Includes logs (Loki), metrics (Prometheus/Mimir), continuous profiling (Pyroscope), and distributed tracing (Tempo). Monitor application performance, identify bottlenecks, and troubleshoot issues with real-time insights into heap memory, event loop utilization, HTTP latency percentiles, garbage collection, and service dependencies.

Unified observability dashboard for Spring Boot services — Logs (Loki), RED metrics + JVM/HikariCP stats (Prometheus/Micrometer), distributed traces and service mesh (Tempo). Requires Prometheus, Loki and Tempo datasources.

kapp-controller metrics and overview for installed PackageRepository, PackageInstall and App.

The EXAScaler Overview dashboard provides a unified, real-time view of filesystem health and performance across MDS, OSS, clients, and networking layers. It highlights critical KPIs such as IOPS, throughput, latency, MDT/OST capacity, LNet traffic, job activity, and cluster resource utilization. This dashboard enables quick detection of bottlenecks, anomaly patterns, and imbalances across the Lustre stack, helping administrators troubleshoot faster and maintain optimal system performance.

FastAPI Full Observability

Jaeger V2 OpenTelemetry Metrics Dashboard for monitoring Jaeger V2 service health and performance

Delivers a consolidated performance overview across multiple DDN SFA storage appliances. This dashboard aggregates Virtual Disk (VD) and Physical Disk (PD) metrics including throughput, IOPS, average latency, and IO size distributions, enabling fleet-wide capacity planning and performance comparison.

Usage, cost, and quality metrics for Open WebUI — users, chats, tokens, spend by model and by user, and per-model satisfaction. Requires the Open WebUI Prometheus exporter (polls the REST API, no database access).

Provides comprehensive performance monitoring for an individual DDN SFA storage appliance. This dashboard presents detailed metrics for Virtual Disks (VD) and Physical Disks (PD), including throughput, IOPS, read/write latency, and IO size distribution histograms. Additional panels display per-controller (C0/C1) throughput and IOPS breakdowns for granular performance analysis.