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Citlyze

Citlyze

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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

    A3.7/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool addresses a distinct data object or report: workspace, prompts, windows, visibility, citations, recommendations, competitors, and crawler events. The only close pair is get_visibility_overview vs get_prompt_visibility, but one is brand/engine-level and the other is prompt-specific, so they are clearly separable.

    Naming Consistency5/5

    The set consistently uses snake_case with get_ for singular/detail reports and list_ for collection-style reports. Even list_competitor_visibility returns a comparison list, aligning with the list_ pattern.

    Tool Count5/5

    Nine tools fit a focused analytics server well, covering the major query surfaces without redundancy or bloat.

    Completeness5/5

    For a read-only AI visibility analytics domain, the coverage is comprehensive: workspace context, prompt tracking, measurement windows, visibility, citations, recommendations, competitor comparisons, and crawler events all have dedicated tools. No obvious gaps or dead ends in the workflow.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources