Observability MCP servers

Open-source Kubernetes UI with a built-in MCP server so agents can see what's broken and why.

Official Grafana MCP server for dashboards, incidents, and datasource queries.

Comet Opik MCP server for LLM traces, prompts, and evaluation.

Langfuse MCP server for prompt management and LLM observability.

Pydantic Logfire MCP server for OpenTelemetry traces and metrics.

MCP server for querying a VictoriaLogs instance and reading its APIs and documentation.

Official Axiom MCP server for querying logs, traces, and events.

Official Rootly MCP server for incident management: fetch, triage, and resolve incidents from your IDE.

GreptimeDB MCP server for exploring time-series data.

MCP server for debugging Kubernetes workloads with eBPF gadgets.

Official MCP server for querying CloudTrail events and CloudTrail Lake during security and audit investigations.

AWS Labs MCP server for CloudWatch metrics, logs, and alarms.