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Cyberbro MCP Server

by stanfrbd
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Python
Remote

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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

    A3.7/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool serves a distinct function: triggering analysis, retrieving results, listing engines, getting web URL, and checking completion. No overlapping purposes.

    Naming Consistency5/5

    All tool names follow the consistent verb_noun pattern in snake_case (e.g., analyze_observable, get_analysis_results), making them predictable and easy to distinguish.

    Tool Count5/5

    With 5 tools, the set is well-scoped for the purpose of observable analysis via Cyberbro. Each tool fills a clear role without redundancy.

    Completeness4/5

    The workflow from listing engines to triggering analysis, checking completion, and retrieving results is fully covered. A minor gap is the lack of a tool to list past analyses by date or filter, but core operations are complete.

    Maintenance

    ActivitySlowing
    ResponsivenessResponsive

    Resources