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adithyanraj03

TokLedger

by adithyanraj03
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Python
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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

    A3.6/5.0

    Scored across 4 tools

    Disambiguation4/5

    Tools are mostly distinct: stats for aggregate metrics, recent for raw records, model_breakdown for per-model rollup, and cloud_savings for cost comparison. However, tokledger_stats already includes cloud-equivalent cost and percent saved, which overlaps with tokledger_cloud_savings, creating minor ambiguity for cost-focused queries.

    Naming Consistency5/5

    All tool names share the 'tokledger_' prefix and use consistent snake_case noun phrases. While not verb_noun, the convention is uniform and predictable.

    Tool Count5/5

    Four tools is well-scoped for a ledger analytics server, covering summary, recent records, per-model breakdown, and savings. Each tool has a clear role without redundancy.

    Completeness4/5

    Core analytical queries are covered, but the surface lacks filtering by date range or model, and no pagination for recent records. These are minor gaps that agents could work around by adjusting N or using aggregate stats.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources