grafana-mcp-server
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- FlicenseAqualityBmaintenanceEnables assistants to read-only explore and analyze Grafana dashboards and data sources, execute queries against Prometheus and Azure Log Analytics, and run guided investigation workflows.72-
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- FlicenseCqualityDmaintenanceEnables AI-powered integration with Grafana instances through 52 MCP tools for dashboard management, Prometheus/Loki queries, alerting, and administrative functions. Supports complete Grafana functionality including metrics exploration, log analysis, and incident response through natural language.801-
TDQS
Scored across 6 tools
Each tool targets a clearly distinct action: listing datasources, querying SQL, querying metrics/logs, searching dashboards, fetching dashboards, and checking health. The only similar pair, query_sql and query_metrics, is explicitly disambiguated by datasource type in list_datasources.
All names use lowercase snake_case and mostly follow a verb_noun pattern: list_datasources, query_sql, query_metrics, search_dashboards, get_dashboard. The single outlier is health, which is a noun rather than a verb_noun name, but it is short and idiomatic enough not to cause confusion.
Six tools is a well-scoped size for a Grafana MCP server focused on querying data and reusing existing dashboards. Each tool has a distinct role, and there is no sense of bloat or an overly thin surface.
The set covers the full discovery-to-query workflow: identify datasources, run the appropriate query type, search for existing dashboards, extract panel queries, and diagnose auth/connectivity failures. For a read-oriented Grafana data exploration server, there are no obvious dead ends or missing critical operations.