Analytics & Monitoring MCP Servers
13 MCP servers connect AI assistants like Claude and ChatGPT to the analytics & monitoring tools your business already runs on — including Grafana, Datadog, Axiom. Pick a server below to see what it does, whether it's officially maintained, and what an assistant can automate with it.
Grafana
Search dashboards, investigate incidents, and query datasources. Monitor systems and analyze observability data.
About the Grafana MCP server →Datadog
Access monitoring, incidents, logs, dashboards, and metrics. Bridge observability data with AI for intelligent debugging.
About the Datadog MCP server →Axiom
Query and analyze logs, traces, and event data in natural language. Investigate production issues with observability data.
About the Axiom MCP server →Amplitude
Integrate AI with product analytics data. Search, analyze charts, dashboards, experiments, and metrics.
About the Amplitude MCP server →New Relic
Monitoring, NRQL queries, dashboards, and incident management. Analyze application performance and infrastructure health.
About the New Relic MCP server →PagerDuty
Manage incidents, services, schedules, and escalation policies from AI-enabled clients.
About the PagerDuty MCP server →Raygun
Crash reporting and real user monitoring. Debug errors and analyze user experience metrics.
About the Raygun MCP server →Logfire
Access OpenTelemetry traces and metrics through Pydantic Logfire. Analyze distributed systems.
About the Logfire MCP server →AgentOps
Observability and tracing for AI agents. Debug agent workflows, track tool usage, and monitor performance.
About the AgentOps MCP server →ilert
Incident management, on-call scheduling, and alert routing through natural language.
About the ilert MCP server →Google Analytics
Pull GA4 data on demand: run standard, funnel, and realtime reports, list accounts and properties, and retrieve custom dimensions and metrics. Read-only, maintained by Google.
About the Google Analytics MCP server →Mixpanel
Answer product-usage questions from real Mixpanel data — run insights, funnel, flow, and retention analyses, build dashboards, and review session replays.
About the Mixpanel MCP server →PostHog
Query product analytics with HogQL, manage feature flags and experiments, investigate errors with stack traces, and triage issues directly in PostHog.
About the PostHog MCP server →Want this connected to your business — with governance handled?
Crox maps your processes, connects AI to the tools you already use, and keeps it working as models change. Start with a readiness assessment or talk to us about a build.