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Artur0927

Brain MCP

by Artur0927
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Python
Hybrid

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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

    B3.4/5.0

    Scored across 12 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: grep and search differ by exact/regex vs semantic search; read and batch_read differ by count; write, append, log, and lesson each target different write behaviors and destinations. The task claim/release pair is also unambiguous in ownership semantics.

    Naming Consistency4/5

    Most tools follow a consistent brain_<verb> pattern such as brain_read, brain_write, brain_append, and brain_list. Minor deviations like brain_stats, brain_lesson, and brain_task_claim/task_release introduce nouns or object-verb ordering, but the overall pattern remains predictable.

    Tool Count5/5

    Twelve tools is well within the ideal range and matches the server's dual purpose of knowledge vault management and agent task coordination. Each tool covers a meaningful operation without unnecessary redundancy or feature bloat.

    Completeness3/5

    Core vault operations like search, read, write, append, list, and specialized logging are covered well. However, there is no delete/remove or rename/move tool, and task coordination lacks a way to discover or list tasks, which can create dead ends in some workflows.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources