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"Understanding Task Analysis, Splitting, and Execution Strategies" matching MCP servers:

  • 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.
    1
    Apache 2.0

  • thermal-mcp-server

    riccardovietri
    A
    license
    -
    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

  • BACnet MCP Server

    ezhuk
    A
    license
    -
    quality
    C
    maintenance
    A lightweight MCP server that connects LLM agents to BACnet devices for building automation, enabling real-time monitoring, actuation, and task orchestration.
    5
    MIT

  • bim2sim-mcp

    l4b4r4b4b4
    A
    license
    -
    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

  • power_defect_analysis_mcp

    gaoshang0408
    F
    license
    -
    quality
    C
    maintenance
    Enables querying and analysis of thermal power plant defects and work orders through fixed, parameterized SQL tools. Provides 8 core tools plus extensions for equipment search, defect/work order details, summaries, and failure analysis, with strict data boundaries and security.

  • power-ops-mcp

    GUNJOTH
    F
    license
    -
    quality
    C
    maintenance
    Provides structured tools for thermal power operations, including defect and work order search, summaries, and failure analysis. Replaces free SQL with fixed templates and supports dashboard and service status.

  • 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

  • datacenter-mcp-server

    log-wade
    A
    license
    A
    quality
    B
    maintenance
    Provides professional-grade data center engineering calculations including cooling, power, GPU thermal optimization, UPS/battery sizing, tier classification, and commissioning workflows, compliant with ASHRAE and Uptime Institute standards.
    8
    17
    1
    MIT

  • battery-analyzer-mcp

    Pankaj-Deswal
    F
    license
    A
    quality
    B
    maintenance
    MCP server for Dunn and GITT battery analysis, enabling calculation of kinetic parameters and diffusion coefficients from cyclic voltammetry and titration data.
    4
    4

  • 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.
    6
    15
    MIT
  • idfkit-mcp by idfkit

    idfkit-mcpofficial

    idfkit
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to create, edit, and simulate EnergyPlus building energy models via natural language. Supports schema exploration, model editing, simulation execution, and documentation search.
    39
    2
    MIT

  • opinet-mcp

    KimJintak
    A
    license
    A
    quality
    D
    maintenance
    Provides access to Korea Petroleum Corporation's Opinet fuel price API for South Korea. Enables querying of current national and regional fuel averages, recent price trends, lowest-price stations, and nearby gas station details through natural language.
    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
    19
    MIT
  • Voltcast MCP Server by Voltcast-com

    Voltcast MCP Serverofficial

    Voltcast-com
    A
    license
    -
    quality
    C
    maintenance
    Enables access to European electricity data including day-ahead prices, probabilistic forecasts, carbon intensity, and cheapest-window optimization for 43 bidding zones.
    MIT
  • mcp-neso by pipeworx-io

    mcp-nesoofficial

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Access Great Britain electricity grid open data from the NESO API, enabling queries about generation, demand, and market data.
    3
    MIT

  • vnbdigital-mcp

    the78mole
    A
    license
    -
    quality
    C
    maintenance
    Enables querying German distribution grid operator data from vnbdigital.de and BDEW register, including lookup by ID, postcode, coordinates, and free-text search.
    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