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Rishab-Ghosh

Reviewer Zero

by Rishab-Ghosh
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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

    A4.2/5.0

    Scored across 7 tools

    Disambiguation4/5

    Each tool targets a distinct operation: searching prior work, single-paper lookup, citation-graph traversal, format checking, reference resolution, quote verification, and full review. The main overlap is that review_paper orchestrates the same steps the atomic tools perform individually, but the descriptions frame the atomic tools as composable primitives, so an agent can tell which to pick.

    Naming Consistency4/5

    check_format, check_citations, verify_quotes, find_prior_work, and review_paper follow a clear verb_noun pattern. The bare nouns 'paper' and 'citations' are the only deviations, and they remain readable and unambiguous.

    Tool Count5/5

    Seven tools is well-scoped for a paper-review assistant, with each tool earning its place: atomic checks, lookup, graph traversal, and one orchestrating full review. No redundant or filler tools.

    Completeness4/5

    The surface covers the core review lifecycle: prior-work search, paper lookup, citation following, format/anonymization checks, reference validation, quote verification, and a full pipeline. Minor gaps exist (e.g. no standalone claim-extraction or title/author search), but agents can work around them.

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