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lab-equipment-mcp

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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

    B3.2/5.0

    Scored across 116 tools

    Disambiguation4/5

    Instrument-model prefixes make most tools easy to route, and common verbs like get/set/configure/measure keep purposes distinct. The main ambiguity is the overlapping generic SCPI entry points—write_scpi, command, query_scpi, and query_binary—on oscilloscope tools, which can send or query the same commands.

    Naming Consistency4/5

    The dominant pattern is instrument_verb_noun in snake_case, applied consistently across all device families. Minor deviations like unprefixed cross-cutting tools (identify_instrument, disconnect_instrument) and noun-style command tools (dpo2012b_command, agilentdsox2012a_command) keep it from being fully consistent.

    Tool Count1/5

    116 tools is an extreme count, far beyond the 3-15 well-scoped range. Even for a multi-instrument lab server, the cognitive load on an agent is very high, especially with many per-instrument duplicates and generic SCPI fallback tools.

    Completeness4/5

    Each instrument family has broad coverage: connect/disconnect/identify/diagnose, settings, measurement or acquisition, and SCPI passthrough, so workflows are rarely dead-ended. The gaps are minor but real—typed frequency/amplitude control is missing for some generators, and oscilloscope timebase/trigger control is left to raw SCPI commands.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources