Monitoring & Observability MCP servers
Metrics, logs, traces, and analytics — Grafana, Datadog, Prometheus, PostHog, and more.
17 servers
Official Elastic server: list indices, read mappings, and search with Query DSL.
Official PostHog server: product analytics, feature flags, experiments, error tracking and SQL.
Run PromQL queries and analyze Prometheus metrics from any MCP client.
Datadog's managed remote server: query logs, metrics, traces, monitors and incidents.
Honeycomb observability via AI: query datasets, alerts and boards (community + official).
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
Official Dynatrace server: run DQL over logs, events, spans and metrics.
Query Axiom logs and events with APL via Axiom's hosted remote MCP server.
Official VictoriaMetrics server: MetricsQL/PromQL queries plus embedded docs search.
Connect AI to Last9 production observability: logs, metrics, traces, exceptions and alerts.
Query distributed traces in Grafana Tempo with TraceQL (archived; Tempo now has embedded MCP).
PagerDuty's official MCP server — agents triage incidents, manage on-call schedules, and query services from your IDE.
Query New Relic via NerdGraph: entity search, NRQL, deployments and infrastructure.
Amplitude's hosted MCP server — query charts, dashboards, experiments, flags, and session replays in plain English.
Connect AI agents to OPC UA industrial systems to monitor, analyze, and control operational data in real time.
Debug Kubernetes & container workloads with eBPF kernel telemetry through an AI interface.
Community MCP server for the Mixpanel API — query events, funnels, retention, and user profiles from Claude or Cursor.
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