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literature-bot-mcp

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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

    Disambiguation4/5

    Each tool targets a distinct stage: search, metadata details, preparation/download, and evidence retrieval. The only mild overlap is prepare_paper vs retrieve_paper_evidence, since retrieve auto-prepares when needed, but descriptions clarify the distinction well.

    Naming Consistency5/5

    All four tools follow a strict literature_verb_noun pattern (search_papers, get_paper_details, prepare_paper, retrieve_paper_evidence), making the namespace and conventions fully predictable.

    Tool Count4/5

    Four tools is slightly lean but well-matched to a focused paper search-and-retrieval server. Each tool earns its place with a distinct role in the pipeline.

    Completeness4/5

    The surface covers a coherent lifecycle: search, inspect metadata, prepare, and retrieve cited evidence. Minor gaps exist (no listing/clearing of the local cache), but core literature workflows are fully supported.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources