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"Building a solid memory base for AI development" 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.
    Last updated
    1
    Apache 2.0

  • 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.
    Last updated
    8
    MIT

  • Honeybee-MCP

    LoftyTao
    A
    license
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    quality
    D
    maintenance
    Enables AI agents to understand, query, and manipulate Honeybee building energy models through natural language via the Model Context Protocol.
    Last updated
    16
    GPL 3.0

  • thermal-mcp-server

    riccardovietri
    A
    license
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    quality
    C
    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.
    Last updated
    1
    MIT
  • idfkit-mcp by idfkit

    idfkit-mcpofficial

    idfkit
    -
    license
    -
    quality
    A
    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.
    Last updated
    2

  • KfW Förderungsmittel MCP

    tife89
    A
    license
    -
    quality
    D
    maintenance
    Provides access to KfW funding programs for residential building energy efficiency renovations in Germany. Enables users to list programs, check eligibility, calculate funding amounts, and get detailed information about specific KfW loans and grants.
    Last updated
    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.
    Last updated
    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.
    Last updated
    MIT

  • 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

  • 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

  • openstudio-mcp

    NatLabRockies
    F
    license
    -
    quality
    A
    maintenance
    Enables natural language interaction with OpenStudio building energy simulation, allowing creation, querying, and modification of models, running EnergyPlus simulations, and analyzing results.
    Last updated
    21

  • 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
  • PowerGridIQ by powergridiq

    PowerGridIQofficial

    powergridiq
    A
    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.
    Last updated
    2
    6
    24
    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.
    Last updated
    9
    78
    MIT