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prometheus-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 9 tools

    Disambiguation5/5

    Each tool has a distinct, clearly defined purpose. The instant-query and range-query are differentiated by query type, while the other tools retrieve specific Prometheus resources (series, labels, metadata, targets, alerts, rules, status) without overlap.

    Naming Consistency4/5

    Most tool names follow a verb_noun pattern (get-series, get-label-values, get-metadata, etc.), but the query tools break the pattern with 'instant-query' and 'range-query' where 'query' comes after the adjective. This is a minor deviation but still readable and predictable.

    Tool Count5/5

    Nine tools is well-scoped for a Prometheus server, covering the core read operations without redundancy. Each tool earns its place by providing a unique capability.

    Completeness4/5

    The surface covers the main read operations (query, series, labels, metadata, targets, alerts, rules, status), which is appropriate for a read-only Prometheus server. However, it lacks write operations (e.g., creating or modifying rules/alerts) and advanced query features (e.g., query for multiple time points or metric discovery).

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources