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aisearch

aisearch

by PKrokosz
OverviewSchemaSourceRelated ServersDiscussionsAdmin
JavaScript
Remote

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    • searxNcrawl

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    • research

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    • searxNcrawl

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    • qsearch

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    • searxNcrawl

      joycemoretti
      F
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      quality
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      Enables AI agents to search the web through configured providers and crawl single pages or whole sites into clean Markdown or JSON, including content behind logins, over MCP STDIO or HTTP.
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    Deploy Server
    Let your AI agent see the webWeb-to-screenshot MCP for Claude, Cursor and Codex. No cookie banners. Free to start.snap-render.comAd

    TDQS

    C2.8/5.0

    Scored across 13 tools

    Disambiguation3/5

    Most tools occupy distinct niches (search, render, verify_links, feeds, cache, configure), but web.drift and web.drift_report clearly overlap, and web.stats vs web.trace both expose internal ecosystem state with only subtle wording differences. web.brief vs web.search is also a thin distinction (collapsed output for reports vs full ranked result). Descriptions help, but an agent can plausibly misselect among these pairs.

    Naming Consistency4/5

    All tools share a clean `web.` namespace with lowercase snake/compound names, which is highly predictable. The minor deviation is mixed grammatical style — some are verbs (search, render, verify_links, configure) and others plain nouns (stats, cache, feeds, drift), plus drift vs drift_report is an inconsistent granularity pair.

    Tool Count4/5

    13 tools sits comfortably in a well-scoped range and each maps to a recognizable stage of the search/resolve/learn pipeline. It is slightly heavy on introspection tools (stats, trace, cache, configure, eval) relative to the core search surface, but nothing feels gratuitous.

    Completeness4/5

    The lifecycle is essentially covered end-to-end: search, verify, brief, render, trace, feedback/learning loop, eval, caching, feeds and configuration all have entry points. Minor gaps include no explicit single-URL content extraction distinct from render, and no direct read of a stored linklog/prior record despite feedback writing to it.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

    Resources