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heznpc

AirMCP

by heznpc
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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

    A3.6/5.0

    Scored across 28 tools

    Disambiguation4/5

    Most tools target clearly distinct resources or actions, and the discovery/ranking tools have separate roles (keyword search, call-history ranking, heuristic context). Some potential confusion remains around meta/control tools such as run_tool, preview_action, tool-session tools, and profile/workflow management, but descriptions generally clarify boundaries.

    Naming Consistency4/5

    All names use snake_case and most follow a verb_noun pattern such as list_notes, search_notes, get_clipboard, and run_shortcut. There are minor deviations with noun-first/status-style names like profile_status, workflow_readiness, proactive_context, and today_events.

    Tool Count3/5

    The 28 tools reflect a broad hub spanning runtime management, tool governance, and several personal Mac integrations, so many tools map to real modules. However, the surface is heavy relative to the ideal 3-15 range and may make tool selection harder, especially with multiple meta/discovery tools exposed alongside per-domain tools.

    Completeness2/5

    The tool set covers read/list/search and orchestration well, but common lifecycle operations are missing for several domains: notes lack create/update/delete, reminders and calendar events lack creation/completion/update, files only support listing, and there is no apparent profile-switching tool. These gaps would cause dead ends for ordinary assistant workflows.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week

    Resources