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ductai199x

local-web

by ductai199x
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Python
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    TDQS

    A3.7/5.0

    Scored across 11 tools

    Disambiguation4/5

    The search tools are cleanly separated by domain (web, scholar, arXiv, GitHub, HF, libgen), and fetch_page/fetch_stealth/fetch_pdf have described fallback roles. There is still minor overlap between fetch_page, alphaxiv_fulltext, and fetch_pdf for retrieving arXiv/PDF content, but the descriptions mostly resolve when to use each.

    Naming Consistency4/5

    All names are snake_case and readable, with fetch_* for retrieval and *_search for domain searches. The mix of verb-first (fetch_page), domain-first (arxiv_search), and prefixed tools (alphaxiv_lookup) is a minor inconsistency rather than a confusing one.

    Tool Count5/5

    Eleven tools are well within a reasonable scope for a web research server. Each search domain and fetch variant covers a distinct source or retrieval mode, so the set does not feel bloated.

    Completeness4/5

    The surface covers general web search, academic/arXiv search, code/model/book search, plus page, PDF, stealth, and arXiv full-text fetching. Minor gaps remain around crawling/site mapping or generic file extraction, but core research workflows are covered.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources