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Research Buddy MCP Server

by Usama1002
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Python
Remote

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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 15 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, but there is some overlap: get_paper_bibtex and get_paper_citation (which supports a bibtex style) both retrieve BibTeX output, and search_papers vs bulk_search_papers both perform paper search although bulk supports boolean/systematic queries. These are mostly differentiated in descriptions, but the duplication can still cause hesitation.

    Naming Consistency4/5

    Names mostly follow a snake_case verb_noun pattern (search_papers, get_paper_details, get_citations). Minor deviations include batch_get_papers (verb position) and match_paper_by_title (prepositional phrase), plus get_paper_bibtex vs get_paper_citation being format-specific rather than action-consistent, but the set remains readable.

    Tool Count5/5

    15 tools is at the high end of the typical 3-15 range but each tool earns its place for a research-paper assistant: search, bulk search, snippets, metadata, citations, references, authors, formatting, and PDF extraction. The scope is broad but coherent and not padded with redundant operations.

    Completeness5/5

    The surface covers the full research lifecycle: paper search (basic, bulk, full-text snippets), paper identification and metadata, citation graph traversal (citations, references, common citations), author lookup, related-paper recommendation, BibTeX/formatted citation output, batch retrieval, and open-access PDF text extraction. No obvious dead ends for academic literature exploration and citation management.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources