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Factory Intelligence MCP Server

by lvshrd
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Python
Remote

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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 5 tools

    Disambiguation5/5

    Each tool targets a distinct aspect of factory analytics (downtime alarms, downtime KPI, summary KPI, productivity KPI, quality KPI) with no functional overlap. An agent can clearly distinguish based on tool names and descriptions.

    Naming Consistency5/5

    All tools follow a consistent `get_<domain>_<detail>` pattern using snake_case, with no deviations. This makes tool discovery and selection predictable.

    Tool Count5/5

    With 5 tools, the server is well-scoped for factory intelligence. It covers core KPI areas without being overwhelming or too sparse.

    Completeness4/5

    The tool set provides essential KPI retrieval and downtime alarm analysis, covering productivity, quality, and downtime. A minor gap is the lack of raw alarm or production data access, but the summary and specific KPI tools cover most agent needs.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources