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Alternatives to conceptio-search

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients such as Claude to search over 450,000+ open-access papers, standards, and legal documents, download PDFs, retrieve citations, and fetch full document metadata.
      MIT
    • A
      license
      A
      quality
      B
      maintenance
      Enables AI agents and LLM tools to verify academic citations against real literature, detect hallucinated references, retrieve authoritative metadata and DOIs, generate BibTeX/APA/IEEE citations, and search over 200M+ scientific publications via MCP tools.
      3
      17 npm
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables LLMs and compatible clients to search academic papers, retrieve detailed metadata and abstracts, access full-text content when available, and perform topic searches with optional date filters via MCP tools.
      -
    • A
      license
      A
      quality
      B
      maintenance
      Enables LLM agents to search, fetch, and read legal open-access scientific papers with provenance tracking through a stable MCP tool contract.
      8
      MIT

    TDQS

    A3.7/5.0

    Scored across 9 tools

    Disambiguation4/5

    Most tools target distinct stages: search, identifier resolution, metadata retrieval, PDF download, citation formatting, graph walking, and connector export. Minor potential confusion exists between conceptio_search and conceptio_resolve because resolve falls back to text search, and between conceptio_connectors_send and conceptio_connectors_send_all, but the descriptions make the intended boundaries clear.

    Naming Consistency4/5

    All tools use snake_case with a consistent conceptio_ prefix, which makes the set predictable overall. However, the suffix pattern varies between verb_noun forms like conceptio_get_document and noun_verb forms like conceptio_connectors_send or conceptio_graph_walk, so it is not a strictly uniform verb_noun convention.

    Tool Count5/5

    Nine tools is well-scoped for a search and retrieval server covering discovery, resolution, metadata, citation, download, batch search, graph exploration, and connector export. Each tool covers a meaningful distinct capability rather than bloating the surface.

    Completeness4/5

    The set covers the main research workflow: search, identifier resolution, batch search, metadata retrieval, PDF download, citation export, graph traversal, and Zotero/Obsidian handoff. Minor gaps exist around authentication/status handling and broader connector or full-text extraction options, but core workflows are covered without dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues