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"Design Architecture of Ontology-based AI-PHM Using Life Acceleration Algorithms" matching MCP servers:

  • brick-ontology-mcp

    ucl-sbde
    A
    license
    -
    quality
    D
    maintenance
    Provides offline access to the Brick Schema ontology, enabling validation and search of building metadata classes through MCP tools.
    Last updated
    1
    MIT

  • ebb-ai

    Vitalini
    A
    license
    -
    quality
    A
    maintenance
    Carbon-aware MCP scheduler that defers "do it later" / "by tomorrow" / "overnight" LLM tasks to the cleanest electricity-grid hour inside a deadline — 40-70% lower CO2 per task, 50% cheaper via Anthropic/OpenAI Batch APIs. 9 MCP tools, per-task carbon receipts to local SQLite, Apache-2.0.
    Last updated
    1
    Apache 2.0

  • calculadora-combustivel

    comeca-ai
    F
    license
    -
    quality
    D
    maintenance
    Enables calculation of the most economical fuel (gasoline, ethanol, or natural gas) based on prices and vehicle consumption, following the 70% rule for ethanol and 60% for GNV.
    Last updated
    1

  • Nefino MCP Server

    liamkauffman
    A
    license
    -
    quality
    D
    maintenance
    Provides LLMs with access to news and information about renewable energy projects and planning in Germany via the Nefino API, enabling location-based queries with topic and date filtering.
    Last updated
    Apache 2.0

  • epwforge-mcp

    guzz-labs
    A
    license
    -
    quality
    B
    maintenance
    Weather files (EPW/DDY) for building energy simulation, on-demand. Four tools: search the 17,000-station catalog, analyze any EPW (design conditions, HDD/CDD, DesignDay IDF emit), render 5 chart types (diurnal, wind rose, temp carpet, monthly box plot, comparison), and generate TMY/AMY/CMIP6-morphed scenarios with UHI, extreme events, and wildfire smoke overlays. 3 of 4 tools work without API key.
    Last updated
    MIT

  • ccpp-tools-mcp

    jinhyunan
    A
    license
    -
    quality
    B
    maintenance
    MCP server providing deterministic, standards-traceable engineering calculations for combined-cycle power plant balance-of-plant design, such as fluid properties, pipe sizing, pump NPSH, and valve sizing, with every result including method, assumptions, and warnings.
    Last updated
    1
    Apache 2.0

  • Acopia

    faborubio
    F
    license
    -
    quality
    B
    maintenance
    MCP server for querying and simulating the dispatch plan of a solar PV + battery system in the Chilean electricity market, using deterministic optimization and optional DRL.
    Last updated

  • HueMCP

    mbruton
    A
    license
    A
    quality
    D
    maintenance
    Enables discovery and control of Philips Hue lighting devices via a local bridge using the CLIP v2 API, without any cloud dependency.
    Last updated
    10
    MIT

  • aria-mcp-elpriser

    kimhjort
    A
    license
    A
    quality
    C
    maintenance
    MCP server for fetching Danish electricity spot prices (DK1/DK2) using the free elprisenligenu.dk API, providing tools to get current price, cheapest hours, and price summaries.
    Last updated
    4
    MIT

  • solax-cloud-mcp

    mouldiwarp
    A
    license
    A
    quality
    B
    maintenance
    Provides real-time access to solar inverter data from the SolaX Cloud API, enabling queries of power output, energy yields, battery status, and grid import/export data.
    Last updated
    2
    MIT

  • victron-tcp

    lubosstrejcek
    A
    license
    A
    quality
    A
    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.
    Last updated
    32
    81
    2
    MIT

  • SwitchAI

    US1929
    A
    license
    A
    quality
    B
    maintenance
    AI agent for Italian energy tariff comparison. Analyzes electricity and gas bills, compares 44+ offers from 13 providers, estimates savings with full ARERA regulated cost breakdown
    Last updated
    7
    MIT

  • anker-solix-mcp

    gkoenig
    A
    license
    A
    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.
    Last updated
    12
    1
    MIT

  • PT5 MCP Server

    doudoufu
    A
    license
    A
    quality
    C
    maintenance
    Enables parsing, analysis, and export of power measurement data from Monsoon Power Monitor PT5 files, including summary statistics, sample retrieval, trend analysis, and CSV export.
    Last updated
    6
    7
    MIT