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Grafana MCP Server

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.2/5.0

    Scored across 43 tools

    Disambiguation4/5

    Most tools have distinct purposes targeting specific resources like dashboards, incidents, or datasources, with clear action differentiation (e.g., list_alert_rules vs. get_alert_rule_by_uid). However, some overlap exists in list operations across different data sources (e.g., list_loki_label_names and list_prometheus_label_names) which could cause minor confusion, though descriptions help clarify the datasource focus.

    Naming Consistency5/5

    Tool names follow a highly consistent verb_noun pattern throughout, such as list_alert_rules, get_dashboard_by_uid, and query_loki_logs. All tools use snake_case without deviation, making them predictable and easy to parse for agents, with verbs like 'list', 'get', 'query', and 'create' applied uniformly across resources.

    Tool Count2/5

    With 43 tools, the count is excessive for a single server, leading to potential cognitive overload and reduced usability. While Grafana's broad scope (incidents, dashboards, datasources, etc.) justifies many tools, this high number feels heavy and could overwhelm agents, suggesting the surface might benefit from consolidation or modularization.

    Completeness5/5

    The tool set provides comprehensive coverage for Grafana's domain, including CRUD operations for incidents, dashboards, and datasources, along with querying, listing, and analysis tools across Loki, Prometheus, and Pyroscope. There are no obvious gaps; agents can perform full lifecycle management and detailed investigations without dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive

    Resources