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adhithyan05

Scholar Relay

by adhithyan05
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Alternatives to Scholar Relay

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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

    A3.9/5.0

    Scored across 11 tools

    Disambiguation4/5

    Most tools have clear, distinct purposes, but generate-literature-review appears to encompass discover-papers, summarize-paper, and compare-papers, creating potential overlap. check-citations and readiness-report both relate to citation readiness, though they operate on different inputs (a paragraph vs. a bibliography).

    Naming Consistency4/5

    The vast majority of tools follow a verb_noun pattern (e.g., discover-papers, summarize-paper, save-paper). However, readiness-report deviates by using a noun_noun structure, breaking the otherwise consistent convention.

    Tool Count5/5

    With 11 tools, the server is well-scoped for a research assistant domain. Each tool serves a distinct function in the research workflow, from discovery to citation analysis, without feeling bloated or sparse.

    Completeness4/5

    The surface covers the core research lifecycle: search, summarize, compare, generate reviews, find gaps, and manage session state. However, there is no way to remove or update a single saved paper or note, only clear the entire session, which is a notable gap for persistent session management.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources