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Alternatives to foundry net-industrial

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    Related Servers

    • F
      license
      Not graded
      quality
      C
      maintenance
      Enables engineers and plant managers to interact with manufacturing systems using natural language, providing machine health analysis, KPI dashboards, predictive maintenance, and automated workflow execution via MCP.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      The first and only MCP server for PLC (Programmable Logic Controller) intelligence. Give any AI agent direct access to industrial automation data — ladder logic, tag databases, cross-references, fault root cause analysis, and sequence blockers
      MIT
    • F
      license
      A
      quality
      B
      maintenance
      Enables AI assistants to manage factory operations through MCP, providing tools for real-time telemetry, predictive maintenance, inventory forecasting, order estimation, and AI supervisor copilot capabilities.
      18
      114 npm
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    • F
      license
      Not graded
      quality
      D
      maintenance
      An AI agent system that monitors manufacturing equipment health using the Model Context Protocol (MCP). Enables answering natural language questions about equipment status, maintenance, and anomalies through MCP tools.
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    TDQS

    A4.5/5.0

    Scored across 14 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose covering machine identity, telemetry normalization, mapping corrections, coverage checks, history queries, automation lifecycle (create, activate, list, disable, delete, restore), webhook history, sandbox demo, and on-chain verification. No two tools overlap in their core functionality.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern in snake_case (e.g., identify_machine, normalize_telemetry, create_automation). The naming is predictable and intuitive, making it easy for an agent to infer tool purpose from the name.

    Tool Count5/5

    14 tools is well-scoped for an industrial IoT platform. Each tool addresses a specific need without unnecessary redundancy. The count supports a comprehensive workflow without overwhelming the user.

    Completeness4/5

    The tool set covers the core lifecycle: machine identity, telemetry normalization with correction feedback, history queries, automation CRUD plus activation/disable/delete/restore, webhook monitoring, sandbox demo, and on-chain verification. A minor gap is the lack of a dedicated re-enable tool for disabled automations, but the disable description notes it can be done via PATCH, so agents can adapt.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues