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  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that lets AI models read and control industrial devices via standardized protocols like Modbus, OPC UA, and MQTT, with simulation and real hardware modes.
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An open-source MCP server for industrial automation that generates, debugs, and validates PLC code for Siemens S7-1200, serving as a free and customizable alternative to Siemens Eigen Engineering Agent.
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to generate and validate Siemens S7-1200 SCL code from process descriptions, leveraging an industrial automation knowledge base.
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    An MCP server for controlling lab instruments (oscilloscopes, signal generators, etc.) via standardized interfaces like USBTMC, RS-232, and LAN.
    100
    MIT
  • A
    license
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    quality
    B
    maintenance
    Exposes read-only tools for OPC UA PLC tag monitoring and diagnostics, and enables template-driven, validated IEC 61131-3 SCL code generation with a mandatory human review gate before download.
    MIT
  • 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.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Provides eight deterministic, source-grounded tools for exploring the Beautiful Solutions toolbox, enabling organizers and educators to search, compare, map, and build discussion guides around liberation-focused values, principles, solutions, and stories without runtime LLM or network calls.
    8
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that gives AI coding assistants the ability to see and interact with mobile devices. 49 tools for Android/iOS — AI-powered visual analysis (Claude + Gemini), smart tap/type by description, Flutter widget tree inspection, video recording, and test script generation. 4-tier element search with <1ms local matching. Free tier included, zero setup via npx.
    49
    43 npm
    4
    Business Source 1.1
  • F
    license
    B
    quality
    D
    maintenance
    Provides comprehensive Android device management capabilities through ADB, including device management, app management, file operations, and system monitoring.
    18
    1
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that lets Claude Desktop and Claude Code control your PC — take screenshots, click, type, manage windows, and more.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server for seamless integration with peripheral devices connected to your computer. Control, monitor, and manage hardware devices through a unified API.
    5
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that lets AI agents control iOS and Android devices (tap, scroll, type, take screenshots, read UI trees, and run code). Works with multiple devices at the same time.
    73 npm
    46
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for use in any MCP client.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Exposes the host device's current date and time, returning local time with timezone offset or UTC.
    6
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An open-source MCP server that bridges AI models with industrial equipment, supporting multiple protocols like Modbus, OPC UA, and MQTT for reading data and controlling machines.
    2
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Governed, read-only OT data tap for substation and utility telecontrol — IEC 60870-5-104, DNP3/IEEE 1815, and IEC 61850 MMS connectors with cross-protocol asset discovery, alarm and downtime RCA, unbypassable audit logging (MCP + CLI), budget/runaway guards, and an airgap no-egress mode. Energy edition of Industrial-AIOps, built on iaiops.core.
    59
    1
    MIT