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VisionCLI

by thethirdsourcers
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    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

    B3.2/5.0

    Scored across 31 tools

    Disambiguation3/5

    Descriptions do distinguish the browser_* family (web pages) from the unprefixed desktop tools, which helps, but there are many near-duplicate pairs: browser_click/click, browser_type/type_text, browser_scroll/scroll, browser_drag/drag, and browser_elements/ui_elements. browser_task also overlaps nearly every other browser tool, so an agent must read carefully to avoid misselection.

    Naming Consistency3/5

    All names use snake_case, but conventions are mixed: browser_* tools are consistent, while desktop tools swap between noun-only (look), verb (click, scroll, drag), and verb_noun (type_text, press_keys, open_app, open_url). The browser_ prefix scoping is a plus, yet the unprefixed half isn't predictable.

    Tool Count3/5

    31 tools exceeds the comfortable 15-tool band and sits in the 'heavy' range, but the server genuinely spans browser automation, native app control, database inspection, and device screenshots, so most tools earn their place. A few (e.g. the browser_task meta-tool plus individual browser actions) feel redundant rather than strictly necessary.

    Completeness4/5

    The surface covers a broad lifecycle: page discovery, click/type/select/drag/scroll, tab and navigation control, plus desktop input and app launching, with db read and device screenshots. Gaps are minor (db is read-only, no explicit browser_close/tab management beyond switch), and agents can work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive

    Resources