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paper-search-mcp

by xiaoxiaoxiaotao
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Python
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    • ResearchMCP

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    • PaperPilot

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    • Research Paper Ingestion MCP

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      F
      license
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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

    A3.5/5.0

    Scored across 10 tools

    Disambiguation5/5

    Each tool targets a specific action (search, get, download, align, digest, export) or a specific source (arXiv vs Semantic Scholar), with no overlap in purpose. For example, search_arxiv and search_semantic_scholar clearly differ by source.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using snake_case, with clear action and target (e.g., search_arxiv, get_arxiv_paper, download_arxiv_pdf). The naming is predictable and uniform.

    Tool Count5/5

    With 10 tools, the surface is well-scoped for a paper search and retrieval domain. Each tool serves a distinct need without being excessive or insufficient.

    Completeness5/5

    The tools cover the full workflow: searching both sources, fetching metadata, downloading PDFs, aligning cross-source papers, building digests, and exporting citations. No obvious gaps exist for the stated purpose.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources