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Ghost

by NORTHTEKDevs
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Rust
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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

    A3.5/5.0

    Scored across 39 tools

    Disambiguation4/5

    Most tools are cleanly separated by domain prefix (ghost_tab_* for browser tabs, ghost_* for desktop/window automation), and action verbs like find, act, wait, and assert have distinct roles. The main ambiguity is between ghost_snapshot, ghost_see, and ghost_tab_describe, which all produce element-tree-like views and could occasionally be confused.

    Naming Consistency5/5

    All tools share the ghost_ prefix and use consistent snake_case verb-oriented names, with noun qualifiers like ghost_tab_navigate, ghost_browser_launch, and ghost_http_get. Even the bare-verb tools (ghost_act, ghost_wait, ghost_scroll) fit the same pattern without style mixing.

    Tool Count2/5

    39 tools is well beyond the typical well-scoped MCP surface, even for a broad automation toolkit. The toolset covers desktop UI, browser tab automation, shell, HTTP, clipboard, and window management, which arguably belongs split across multiple focused servers. Many tools are specialized enough to earn their place, but the aggregate count is heavy.

    Completeness4/5

    The surface is remarkably complete for its broad purpose: observe, interact, wait, assert, manage windows, drive browser tabs, run shell commands, and make HTTP calls are all covered. Minor gaps exist, such as HTTP only supporting GET/POST and desktop mouse actions being limited to background-friendly patterns, but these do not create dead ends.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources