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Inciteful MCP

Inciteful MCP

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by inciteful-xyz
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4/5.0

    Scored across 9 tools

    Disambiguation4/5

    Each tool targets a distinct research workflow step: search, retrieval, similarity, citation paths, discovery, review, abstracts, and full-text. Similar purposes exist between similar_papers and discover_papers, but their methodological differences are clearly described, avoiding significant confusion.

    Naming Consistency4/5

    Tool names mostly follow a verb_noun pattern (search_papers, get_paper, connect_papers, get_abstract, get_full_text). A few names deviate slightly, such as similar_papers and literature_review, but the convention is consistent enough to be predictable and readable.

    Tool Count5/5

    With 9 tools, the set is well-scoped for a scholarly research assistant covering search, discovery, analysis, and retrieval. Each tool has a clear role without unnecessary proliferation or redundancy.

    Completeness5/5

    The tools cover the full research lifecycle: searching, retrieving metadata, exploring citation relationships, ranking and discovering papers, building literature reviews, and obtaining abstracts and full text. No major gaps are evident for the stated academic research domain.

    Maintenance

    ActivityMaintained
    ResponsivenessSyncing

    Resources