This is documentation for the next version of Grafana documentation. For the latest stable release, go to the latest version.
Use Grafana Incident and Sift
Use the Grafana MCP server so your AI assistant can work with Grafana Incident (list, create, get, add activities) and Sift (list investigations, get analyses, find error patterns in logs, find slow requests). These features use Grafana basic roles: Viewer for read, Editor for write.
What you’ll achieve
You ask your assistant to list or create incidents, add a note to an incident, list Sift investigations, or run a Sift analysis (for example, find elevated error patterns in Loki or slow requests in Tempo). The assistant uses the server’s Incident and Sift tools.
Before you begin
- The server set up and configured with access to Grafana.
- Grafana Incident (and Sift, if used) available on your instance. The service account must have at least the Viewer role for read-only operations; Editor role for creating incidents or running Sift analyses that create investigations.
Work with incidents
Ask the assistant to list incidents (optionally filtered by status), get one incident by ID, create a new incident (title, severity, room prefix, etc.), or add an activity (note) to an incident. The assistant uses the server’s Incident tools. Creating incidents or adding activities requires Editor role.
Work with Sift investigations
Ask the assistant to list Sift investigations, get one by UUID, or get a specific analysis from an investigation. For proactive analysis, ask to find error patterns in logs (Loki) or find slow requests (Tempo); the server starts a Sift investigation and returns the results. These “find” operations create investigations and require Editor role.
Next steps
- Introduction for roles and permissions.
- Manage alert rules for alerting from the MCP server.
Was this page helpful?
Related resources from Grafana Labs


