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FreddieWho

paperSearch

by FreddieWho
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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

    B3.1/5.0

    Scored across 11 tools

    Disambiguation3/5

    Several tools have overlapping purposes: search_literature vs. search_literature_signals both search, resolve_identifiers vs. convert_identifiers both handle IDs, and find_related_articles vs. expand_from_work both find related works. Descriptions clarify differences, but confusion is possible.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun pattern (search_literature, get_work, resolve_identifiers, export_records). Minor deviations like expand_from_work (verb-preposition) and lookup_mesh (terse) exist but do not disrupt overall predictability.

    Tool Count5/5

    With 11 tools, the set is well-scoped for a literature search server. Each tool serves a distinct step in discovery, retrieval, and export without unnecessary redundancy or bloat.

    Completeness4/5

    The tool set covers the core scholarly search workflow: planning, searching, retrieving by ID, converting identifiers, expanding from known works, and exporting. Minor gaps exist, such as full-text retrieval or advanced citation analysis, but they are not critical for the stated purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources