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litreview-mcp

litreview-mcp

by ajbraus
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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

    A4/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool targets a distinct action on the paper domain: retrieval by ID (get_paper), discovery by query (search_papers), citation traversal (get_citations), and open-access resolution (find_open_pdf). Descriptions explicitly cross-reference each other (search_papers says use get_paper for details), eliminating overlap.

    Naming Consistency5/5

    All four tools follow a consistent verb_noun snake_case pattern: get_paper, search_papers, get_citations, find_open_pdf. The verbs are used meaningfully and consistently across the set.

    Tool Count4/5

    Four tools is lean but fits a focused literature-review server where each tool has a clear role. It is on the thin side of well-scoped, so slightly below the ideal 5-15 range.

    Completeness4/5

    The surface covers the core research workflow end to end: search, retrieve details, follow citations forward and backward, and locate open full text. Minor gaps exist around author/venue-level queries and any save/export or batch-lookup capability, which agents would have to work around with repeated searches.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

    Resources