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maintenanceAutonomous, carbon-aware building management system that pairs EnergyPlus digital twins with LLMs via the Model Context Protocol (MCP) for dynamic HVAC optimization and grid carbon reduction.
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"A web framework for building APIs using FastAPI" matching MCP servers:
- Flicense-qualityCmaintenanceExposes EnergyPlus building simulation tools as MCP endpoints, enabling LLMs to run closed-loop energy optimization while maintaining occupant comfort.
- Flicense-qualityCmaintenanceExposes EnergyPlus simulation control (run, parse metrics, edit schedules) as LLM tools for autonomous building energy optimization.
- AlicenseAqualityCmaintenanceProvides AI agents with read access to Trane Tracer SC+ building automation systems for inventory and telemetry retrieval.8MIT
- Alicense-qualityAmaintenanceEnables 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.3GPL 3.0
- Alicense-qualityDmaintenancePyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and optimizing energy system models using PyPSA (Python for Power System Analysis).70MIT
- Alicense-qualityDmaintenanceEnables AI agents to understand, query, and manipulate Honeybee building energy models through natural language via the Model Context Protocol.16GPL 3.0
- Alicense-qualityDmaintenanceProvides free energy intelligence APIs for AI agents: solar production estimates, US clean-energy incentives by ZIP, home Energy Node Scores, contractor search, and consented installer routing.MIT
- Alicense-qualityDmaintenanceA TypeScript-based Model Context Protocol (MCP) server with web interface for calculating CO2 emissions using the Climatiq API.MIT
- Alicense-qualityDmaintenanceProvides 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.MIT
- Alicense-qualityCmaintenanceA lightweight MCP server that connects LLM agents to BACnet devices for building automation, enabling real-time monitoring, actuation, and task orchestration.5MIT
- Alicense-qualityDmaintenanceMCP 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
- Alicense-qualityCmaintenanceMCP server for analyzing building sustainability metrics via Excel, PDF, and frameworks like ESG, LEED, BREEAM, DGNB with IFC integration.2MIT
- Alicense-qualityDmaintenanceProvides offline access to the Brick Schema ontology, enabling validation and search of building metadata classes through MCP tools.1MIT
- Alicense-qualityBmaintenanceA read-only BACnet/IP gateway that exposes building automation point databases to LLM agents via MCP, with Brick + Project Haystack semantic tagging at ingest time.1MIT
- Flicense-qualityDmaintenanceProvides comprehensive access to EnergyPlus building energy simulation results, enabling discovery, analysis, and extraction of data from epJSON, SQL, and HTML files through MCP tools with pandas integration.1
- Flicense-qualityBmaintenanceMCP 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.
- Flicense-qualityAmaintenanceAn MCP server that wraps the EPA ENERGY STAR Portfolio Manager REST API, enabling AI assistants to query and update building energy data.
- Flicense-qualityAmaintenanceEnables natural language interaction with OpenStudio building energy simulation, allowing creation, querying, and modification of models, running EnergyPlus simulations, and analyzing results.27
- Flicense-qualityCmaintenanceGenerates peer comparison reports on emissions trends, reduction targets, and gaps for companies in a given SICS sector/sub-sector using live data from the Climate Data Utility (CDU).1