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WYRE-AI

RoboShadow MCP Server

by WYRE-AI

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    TDQS

    A3.6/5.0

    Scored across 40 tools

    Disambiguation4/5

    Most tools target a distinct resource or aggregation level, and the descriptions are precise about scope. However, the many report/summary/by-device variants for antivirus, disk, updates, and vulnerabilities create moderate risk of an agent selecting the wrong one.

    Naming Consistency5/5

    Every tool follows the same roboshadow_verb_noun pattern with lowercase snake_case, using get for detail and list for collection-style operations. The naming is highly predictable across all 40 tools.

    Tool Count2/5

    40 tools is well above the 25+ threshold and feels heavy for the domain. Many tools are report variants that could be consolidated into parameterised endpoints, though each does map to a distinct data view.

    Completeness4/5

    The tool surface provides broad read-only coverage of organisations, devices, vulnerabilities, updates, disks, and remediation history. It lacks write/action capabilities such as initiating scans or applying fixes, but that appears consistent with a read-only security reporting server.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues