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Alternatives to Lacuna Research MCP

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    Related Servers

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    TDQS

    A4.1/5.0

    Scored across 13 tools

    Disambiguation4/5

    Most tools target clearly distinct entity+facet combinations, and descriptions explicitly distinguish context views from dedicated paginated fetches. However, get_author_context's include_neighbors option overlaps with get_author_neighbors, and context views include capped papers/authors that dedicated tools like get_author_papers and get_direction_papers also provide, creating minor boundary blur.

    Naming Consistency5/5

    All tools follow a consistent snake_case verb_noun pattern: search_lacuna for search, and get_<entity>_<facet> or get_<entity>_context for fetches. There is no mixing of camelCase, different verb styles, or irregular naming.

    Tool Count5/5

    13 tools map cleanly to the seven main entity types (paper, author, direction, venue, institution, resource, hypothesis) plus pagination and search needs. The set is neither bloated nor thin for a read-only research corpus.

    Completeness4/5

    Search covers all entity types, and dedicated fetch tools exist for papers, directions, authors, venues, institutions, resources, and hypotheses, with pagination where needed. Minor gaps remain, such as no non-context get_author or get_venue, no batch paper retrieval, but agents can work around these via search and context tools.

    Maintenance

    ActivityActive
    ResponsivenessNo issues