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simthw

Open Source Literature MCP

by simthw
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    • mcp-research

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    • paper-search

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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

    B3/5.0

    Scored across 7 tools

    Disambiguation2/5

    auto_literature_screen and discover_papers are exact aliases, creating confusion and redundancy. Other tools are distinct but the duplication lowers disambiguation.

    Naming Consistency3/5

    Most tools use verb_noun pattern (e.g., export_to_zotero, generate_research_ideas), but auto_literature_screen and literature_mcp_health deviate. The naming is readable but not fully consistent.

    Tool Count4/5

    7 tools is a reasonable number for a literature MCP. The presence of two aliases slightly inflates the count, but overall it's well-scoped.

    Completeness3/5

    Covers search, related-paper expansion, export, and idea generation/review. Missing are operations to view intermediate results, manually curate selections, or import from other sources, which are notable gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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