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"A tool or software for modeling memory systems or memory management" matching MCP servers:

  • PowerGridIQ by powergridiq

    PowerGridIQofficial

    powergridiq
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    license
    A
    quality
    B
    maintenance
    The PGIQ Rating as agent tools: where to site or schedule a large electricity load across 67 global power markets. Wraps a read-only REST API returning reasoned, cited ratings across access, availability, cost, momentum, and carbon, plus live grid snapshots and cheapest-window scheduling.
    6
    44
    MIT

  • wiring-diagram-mcp

    YUZU-Hub
    A
    license
    A
    quality
    C
    maintenance
    Enables Claude to size batteries, wire gauges, and fuses for 12V-48V electrical systems in boats, vans, and off-grid builds, and generates complete wiring diagrams as SVG or PNG.
    9
    84
    MIT

  • victron-tcp

    lubosstrejcek
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    license
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    quality
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    maintenance
    Connect AI assistants to Victron Energy systems to read real-time solar, battery, grid, and inverter data from your local network via Modbus TCP or MQTT.
    32
    25
    3
    MIT

  • anker-solix-mcp

    gkoenig
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    license
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    quality
    B
    maintenance
    Enables LLM agents to query live data from Anker Solix solar systems (Solarbank, expansion batteries, Smartmeter) via natural language, such as current solar production or battery state of charge.
    12
    1
    MIT

  • trane-mcp

    NoBanks
    A
    license
    A
    quality
    C
    maintenance
    Provides AI agents with read access to Trane Tracer SC+ building automation systems for inventory and telemetry retrieval.
    8
    MIT
  • carbonstop-mcp by carbonstop-hub

    carbonstop-mcpofficial

    carbonstop-hub
    A
    license
    B
    quality
    D
    maintenance
    MCP server enabling AI assistants to automatically perform carbon footprint modeling, product queries, and emission analysis via the Carbonstop Cloud API.
    8
    14
    MIT

  • Victron VRM MCP Server

    gimi-q
    A
    license
    B
    quality
    D
    maintenance
    Read-only MCP server integrating with the Victron VRM API to monitor solar systems, batteries, alarms, and more.
    41
    17
    5
    MIT

  • Fill-Rite MCP

    ribeck18
    A
    license
    C
    quality
    B
    maintenance
    Enables AI agents to interact with a user's Fill-Rite fuel management system, with token refresh handling for continuous access.
    9
    MIT

  • ladybug-tools-mcp

    LoftyTao
    A
    license
    -
    quality
    A
    maintenance
    Enables natural-language interaction with Ladybug Tools for building performance simulation, 3D modeling, and data visualization, allowing agents to perform complex environmental analysis tasks without CAD software.
    3
    GPL 3.0

  • @cyanheads/eia-energy-mcp

    cyanheads
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    license
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    quality
    A
    maintenance
    Browse and query the U.S. Energy Information Administration API v2 — electricity, petroleum, natural gas, coal, forecasts, and more via MCP. STDIO or Streamable HTTP.
    1,000
    2
    Apache 2.0

  • HA MCP Server

    driin0
    A
    license
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    quality
    C
    maintenance
    An MCP server that exposes Home Assistant's REST and WebSocket APIs as 182 tools, enabling clients like Claude Code to control lights, climate, media, automations, and more. It also provides a status dashboard and supports running as a Home Assistant app or container.
    AGPL 3.0

  • Loxone MCP Server

    reijosirila
    A
    license
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    quality
    C
    maintenance
    Enables natural language control of Loxone smart home systems, including lighting, audio, climate, and environmental monitoring, through MCP-compatible clients.
    14
    2
    AGPL 3.0

  • thermal-mcp-server

    riccardovietri
    A
    license
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    quality
    A
    maintenance
    A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP server. Enables thermal analysis, coolant comparison, flow optimization, and rack-level sizing via natural language queries.
    1
    MIT

  • bim2sim-mcp

    l4b4r4b4b4
    A
    license
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    quality
    D
    maintenance
    MCP server for BIM-to-building-energy simulation workflows with IFC extraction, TEASER integration, scenario modeling, weather binding, and results export for downstream WAT/ROI analysis.
    MIT

  • data-odre

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Provides tools to search, inspect, and query energy open data from ODRE (electricity & gas production, consumption, grid load, renewables) using natural language or direct tool calls.
    8
    MIT