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Cairnstew

paper-handler-mcp

by Cairnstew

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    • F
      license
      A
      quality
      D
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      Enables agents to search papers across Semantic Scholar and arXiv, read and extract text from arXiv PDFs, align records across sources, and produce structured literature-analysis digests.
      10
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    • A
      license
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      quality
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      maintenance
      Enables MCP agents to search academic literature across multiple scholarly engines, explore papers, authors, and references, inspect abstracts and full text, maintain saved paper collections, and export citations, BibTeX, abstracts, or full-text corpora.
      1
      Apache 2.0
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      Enables searching, fetching, and analyzing scientific papers from ArXiv, ACL Anthology, Semantic Scholar, and Hugging Face datasets, with optional LLM-powered document QA and research proposal workflows.
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    • A
      license
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      quality
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      Enables LLMs to search, analyze, and summarize academic research papers in real-time from arXiv, Semantic Scholar, and PubMed. Provides automatic deduplication, citation analysis, and BibTeX generation across multiple research databases.
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    • A
      license
      A
      quality
      B
      maintenance
      Enables local literature workflows by searching arXiv, retrieving paper metadata, downloading and parsing PDFs, and retrieving page-cited body evidence for Q&A. It also exposes usage resources and templates for searching, analyzing, and summarizing papers via stdio MCP.
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    TDQS

    B3.2/5.0

    Scored across 23 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: corpus setup, paper scaffolding, section writing, metadata, diagnostics, rendering, and research import are well separated. A few pairs could be confused at first glance, especially paper_context vs paper_research_context and paper_lint vs paper_bib_check, but their descriptions clarify the boundaries.

    Naming Consistency4/5

    All names use snake_case and share the paper_ prefix, with a clear paper_research_* subfamily for research tools. The internal pattern is not perfectly uniform (paper_read_section vs paper_bib_check vs paper_meta_get), but it remains predictable and readable.

    Tool Count3/5

    With 23 tools, the server is on the heavy side for a paper-handling workflow and includes several specialized diagnostic and research-import operations. The tools are mostly justified by a broad domain, but the surface is large enough to feel borderline rather than tightly scoped.

    Completeness4/5

    The surface covers the paper lifecycle well: corpus setup, templates, scaffolding, metadata, section reading/writing, abstract writing, linting, bibliography handling, rendering, and research import/sync. Minor gaps remain, such as explicit paper deletion/renaming or section deletion, but core workflows are well supported.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive