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topopt

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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

    A4/5.0

    Scored across 32 tools

    Disambiguation4/5

    Most tools map cleanly to one workflow stage (setup, run control, verification, print, materials, cleanup), so an agent can usually pick correctly. The only plausible hesitation points are run_status vs run_result and check_problem vs show_problem, and their descriptions explicitly distinguish the pairs.

    Naming Consistency5/5

    All names use consistent lowercase snake_case, mostly in verb_noun form or clear domain noun form. Family prefixes such as run_, verify_, ratchet_, and save_ are used coherently.

    Tool Count2/5

    32 tools is above the heavy range and imposes real navigation burden even for this broad domain. Each tool covers a real step, but the set is large enough that an agent must search across many adjacent lifecycle operations.

    Completeness5/5

    The surface covers the full lifecycle: problem construction and checking, run start/stop/status/result, comparison and history, independent verification, print checks, materials and printer lookup, marks/cleanup/ratchet workflows, rendering, and STEP export. No obvious dead end or missing core operation is apparent.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources