Guides

Step-by-step use cases for the Grafana MCP server: query metrics and logs, search and inspect dashboards, manage alert rules, generate deeplinks, run panel queries, and use Grafana Incident and Sift.

Query metrics with Prometheus
Use the MCP server to run PromQL queries against a Prometheus datasource from your AI assistant.
Query logs with Loki
Use the MCP server to run LogQL queries against a Loki datasource from your AI assistant.
Search and inspect dashboards
Use the MCP server to search dashboards and get summaries or panel queries without loading full JSON.
Manage alert rules
Use the MCP server to list, create, update, and delete Grafana alert rules and manage routing.
Generate deeplinks to Grafana
Use the MCP server to create accurate dashboard, panel, and Explore links instead of guessing URLs.
Run a dashboard panel query
Use the MCP server to execute a dashboard panel's query with custom time range and variable overrides.
Use Grafana Incident and Sift
Use the MCP server to manage Grafana Incident incidents and run Sift investigations (error patterns, slow requests).

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