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occulytics

by siddak1234
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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

    A4.4/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: resolving names, viewing portfolio overview, ranking operators, listing facilities, computing metrics, estimating occupancy, individual facility lookup, national benchmarks, and data coverage. Even the overlapping facility tools differ by entry point (operator vs. CCN/name).

    Naming Consistency5/5

    All tool names follow a consistent verb_noun or noun_noun pattern in lowercase snake_case (e.g., resolve_operator, portfolio_overview, find_facility, data_coverage). There is no mixing of conventions or vague verbs.

    Tool Count5/5

    With 9 tools, the server is well-scoped for its domain of analyzing Omega's portfolio and CMS facility metrics. Each tool addresses a specific need without redundancy or bloat, falling comfortably in the ideal range.

    Completeness5/5

    The tool surface covers the full analytical workflow: operator disambiguation, portfolio perspective, concentration rankings, facility-level data, aggregated metrics with trends, occupancy estimation, national context, and data transparency. No obvious gaps exist for the domain.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources