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Alternatives to PaperGraph MCP

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    Related Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      An MCP server for semantic search over 9.27 million mathematical statements from sources like arXiv and Stacks Project, offering 5 tools for filtered search, citation weighting, and dependency graph traversal.
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Remotely-callable MCP server for academic paper search, full-text retrieval and image to LaTeX conversion across arXiv, Semantic Scholar, and OpenAlex.
      1
      MIT
    • F
      license
      B
      quality
      Not graded
      maintenance
      Enables extraction of mathematical content from TeX papers and conversion to Lean code through a structured intermediate representation. Supports project scaffolding, entity management, and task tracking for mathematical formalization workflows.
      14
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables searching arXiv, fetching metadata, reading papers as section-aware Markdown, listing recent papers, and downloading PDFs via five MCP tools.
      9 npm
      2
      MIT

    TDQS

    C2.6/5.0

    Scored across 63 tools

    Disambiguation2/5

    Many tools have clear roles, but there are several near-duplicate pairs (validate_arxiv_input vs validate_arxiv_request, load_paper/load_arxiv_paper vs workspace_add_*_paper, get_dependencies vs workspace_get_dependencies) that an agent could easily confuse. The external-reference and expansion workflows also use many similar names, making boundaries unclear.

    Naming Consistency3/5

    The dominant workspace_verb_noun pattern is readable and consistent, but a significant segment of unprefixed legacy-style tools (load_paper, list_theorems, get_theorem, get_dependencies, where_used, validate_arxiv_*) breaks the convention. It is mixed rather than chaotic, so it still earns a middle score.

    Tool Count1/5

    With 63 tools, this server is far beyond a typical agent-friendly surface and fits the extreme-count end of the scale. Many tools are workflow-stage variants or duplicates that could be consolidated into fewer, more general operations.

    Completeness4/5

    The surface covers the core domain thoroughly: paper ingestion, theorem/dependency extraction, evidence and results, reading sessions/queues, exports, and external reference handling. Minor lifecycle gaps exist (no explicit delete/remove tools for papers, sessions, or queues), but agents can reasonably work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessWithin a week