Grafana MCP Server
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TDQS
Scored across 10 tools
Every tool has a clearly distinct purpose targeting specific Grafana resources or functions. For example, grafana_fetch_all_dashboards retrieves dashboard lists while grafana_fetch_dashboard_variables gets template variables, and grafana_loki_query versus grafana_promql_query handle different query types. There is no overlap that would cause agent misselection.
All tools follow a consistent snake_case pattern with 'grafana_' prefix and descriptive verb_noun combinations. The naming convention is perfectly predictable: grafana_fetch_*, grafana_get_*, grafana_query_*, and grafana_*_query patterns are used appropriately throughout the set.
With 10 tools, this server is well-scoped for Grafana operations. Each tool earns its place by covering distinct aspects: dashboard management, data source access, query execution, and connectivity testing. This count provides comprehensive coverage without being overwhelming.
The toolset provides excellent coverage for querying, fetching, and testing Grafana resources. Minor gaps exist in dashboard lifecycle management (no create/update/delete operations for dashboards or folders), but agents can work effectively with the read-oriented operations provided for the core Grafana use cases.