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lnkvv210-eng

sci-bot-mcp

by lnkvv210-eng
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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

    A4.2/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: asking a research question, fetching paper details by DOI, and searching papers. There is no ambiguity or overlap.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern in snake_case: ask_research_question, get_paper_details, search_papers.

    Tool Count4/5

    Three tools is on the lower end but still appropriate for a focused research assistant. Each tool serves a core function without unnecessary bloat.

    Completeness4/5

    Covers the main research workflow: search, details, and Q&A. Missing features like citation export or recommendations, but the surface is reasonably complete for its scope.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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