Tools
Grafana AI brings agents to the moments observability work stalls. Each tool turns questions, alerts, and repeatable tasks into evidence-backed action.
Use the Assistant in Grafana, run Investigations during incidents, monitor production agents, and bring the same context to gcx and MCP-compatible tools.
Assistant
Ask in plain language (no PromQL, no menu-diving) and Assistant delivers queries, panels, summaries, and guided workflows grounded in your telemetry.
Investigations
Start from an alert or hunch and get likely causes ranked with the metrics, logs, traces, and notes that support them.
Agent Observability
See what production agents are doing. Track latency, cost, token use, conversation replay, online evaluations, and guard outcomes in one place.
gcx command line tool
Bring Grafana AI to your coding agents, terminal, and pipelines. Let agents, scripts, and CI inspect telemetry, apply rules, and return reviewable work.
MCP integrations
Let MCP-compatible agents, editors, and tools ask Grafana for context and feed structured work back into your workflow.
APIs
Build with Grafana AI directly: agent-to-agent (A2A), webhooks, and HTTP endpoints for your own agents, services, and automations.