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sift

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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 7 tools

    Disambiguation4/5

    Each tool has a distinct role — execute, follow background output, outline declarations, distill file contents, batch-digest, and peek into gaps — and the descriptions explicitly cross-reference one another to prevent confusion. The boundary between `run` and `tool` is subtle since both execute commands and distill output, and `digest`/`outline` share the same distill-then-peek pattern, which is why this isn't a perfect 5.

    Naming Consistency4/5

    Six tools use crisp, lowercase imperative verbs (run, follow, outline, digest, peek) with `digest_many` as a readable compound variant. `tool` breaks the pattern as a generic noun instead of a verb, which is the only real inconsistency.

    Tool Count5/5

    Seven tools sits squarely in the ideal 3–15 range for a focused output-distillation server. Each tool adds distinct capability — `digest_many` covers batching, `tool` covers specialized analyzers — so none feels redundant.

    Completeness5/5

    The set covers the full inspection lifecycle: execute (`run`), monitor and control background work (`follow` with wait/stop/everything), summarize files (`digest`/`outline`/`digest_many`), and retrieve exact bytes (`peek` with grep support). Every view leads back to the source via `peek`, so there are no dead ends or missing core operations.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources