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bitra

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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 10 tools

    Disambiguation5/5

    Every tool targets a distinct artifact or pipeline stage: run listings vs. a single run report, full ledger vs. ledger search, ladder, cost floor, event observation, registration reading, dataset audit, and trade validation. Overlap-prone pairs like list_runs/read_run_report and show_ledger/search_ledger are explicitly distinguished in the descriptions (list vs. detail, full picture vs. one idea). No two tools could plausibly be mistaken for each other.

    Naming Consistency5/5

    All ten tools follow a strict verb_noun snake_case convention (list_runs, show_ledger, read_run_report, search_ledger, check_cost_floor, observe_events, audit_dataset, validate_trades). Verbs are chosen sensibly and no convention mixing or vague naming appears.

    Tool Count5/5

    Ten tools is well within the healthy range and each maps to a concrete research step or view. Nothing feels redundant or padded, and no obvious operation is missing from the count alone.

    Completeness4/5

    The read-only research lifecycle is well covered end to end: audit dataset, check cost floor, observe events, read registration, validate trades, plus run/ledger/ladder views. Gaps exist only on the write side (sealing registrations, promoting tiers, writing verdicts), which the descriptions state is intentionally out of scope for this surface.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive

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