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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
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP clients to fetch and process arXiv papers from their LaTeX sources so mathematical expressions and notation are interpreted precisely. It provides tools to retrieve a paper's full flattened LaTeX, abstract, section headings, or a specific section.
      -
    • A
      license
      Not graded
      quality
      F
      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
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    TDQS

    C2.5/5.0

    Scored across 68 tools

    Disambiguation2/5

    Many tools have overlapping functionality, particularly around loading papers (load_arxiv_paper, load_arxiv_request, workspace_add_arxiv_paper, validate_arxiv_request) and reading sessions/queues/expansions that are difficult to distinguish without deep domain knowledge. The descriptions provide some guidance, but the distinctions between many workspace_* tools remain subtle and prone to misselection.

    Naming Consistency3/5

    The naming is generally snake_case but mixes conventions: some tools use workspace_ prefix, others do not; verbs vary between load_, add_, get_, list_, create_, plan_, export_ in inconsistent patterns. The verb_noun structure is mostly present, but the inconsistency in prefixing and verb selection makes it only borderline readable.

    Tool Count1/5

    With 68 tools, this server is far too large for a coherent toolset, likely causing context overload and increased error rates. The sheer number suggests a monolithic design where many operations could be consolidated or moved to separate specialized servers.

    Completeness3/5

    The domain appears to be academic paper reading and theorem graph analysis. The tool surface covers many operations (loading, searching, reading sessions, reference expansion, exports), but it's unclear if core CRUD for all entities is complete. Some operations like updating or deleting papers/notes are missing, and the reference expansion lifecycle seems complex but potentially incomplete for all use cases.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week