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Ghostlight

by sylin-org
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Rust
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    Related Servers

    • BRYG

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      An MCP server that lets AI assistants drive real Chromium browsers — navigate, click, type, read pages, run OCR, and record network traffic. 43 tools, credentials stay local, zero telemetry.
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    • OpenBrowser

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    • Scout

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    Give agents eyes on the webHosted screenshot MCP. Send a URL, get a pixel-perfect image. $0.002 per grab. Works with Claude, Cursor, and Codex.grabbit.liveAd

    TDQS

    A3.6/5.0

    Scored across 25 tools

    Disambiguation3/5

    Multiple tools have overlapping purposes (script vs browser_batch, file_upload vs upload_image, form_input vs form_fill), but descriptions include enough detail to distinguish them with careful reading. An agent may still hesitate on which to choose.

    Naming Consistency1/5

    Tool names follow no consistent pattern: some are verb_noun (read_page, upload_image), some are noun_verb (file_upload, form_fill), some are single verbs (navigate, find), and some nouns (computer, dialog). The _mcp suffix appears on only two tab-related tools, while tab_control omits it. This mix makes the naming chaotic.

    Tool Count3/5

    At 25 tools, the server is on the heavy side of the 16-25 borderline range. However, the broad scope of full browser automation justifies most tools, and each serves a distinct purpose within that domain.

    Completeness5/5

    The tool set comprehensively covers the browser automation lifecycle: navigation, reading, interaction, form filling, waiting, tab management, JavaScript execution, network/console inspection, screenshots, dialogs, and even recording. There are no obvious dead ends; the presence of update_plan and explain covers agent coordination and discoverability.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive

    Resources