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jiweiqi

heatpump-mcp-server

by jiweiqi

HeatPump MCP Server

A Model Context Protocol (MCP) server for residential heat pump sizing, cost estimation, and cold-climate performance verification. Use with AI assistants like Claude Desktop, Claude Code, Cursor, and other MCP clients.

Works out-of-the-box with bundled data - no API keys required!

Quick Start

1. No Installation Needed!

The server runs directly via uvx - no installation required. Your MCP client will handle this automatically.

2. Configure Your MCP Client

Choose your preferred AI assistant:

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "heatpump-calculator": {
      "command": "uvx",
      "args": ["--refresh", "--from", "git+https://github.com/subspace-lab/heatpump-mcp-server.git", "heatpump-mcp-server"]
    }
  }
}

Restart Claude Desktop.

Add to .claude/mcp.json in your workspace:

{
  "mcpServers": {
    "heatpump-calculator": {
      "command": "uvx",
      "args": ["--refresh", "--from", "git+https://github.com/subspace-lab/heatpump-mcp-server.git", "heatpump-mcp-server"]
    }
  }
}

Restart VS Code.

Add to Cursor's MCP settings (Settings > MCP):

{
  "mcpServers": {
    "heatpump-calculator": {
      "command": "uvx",
      "args": ["--refresh", "--from", "git+https://github.com/subspace-lab/heatpump-mcp-server.git", "heatpump-mcp-server"]
    }
  }
}

Restart Cursor.

Any MCP-compatible client can use:

{
  "mcpServers": {
    "heatpump-calculator": {
      "command": "uvx",
      "args": ["--refresh", "--from", "git+https://github.com/subspace-lab/heatpump-mcp-server.git", "heatpump-mcp-server"]
    }
  }
}

3. Start Using

That's it! The server includes:

  • 81 heat pump models from major manufacturers

  • 2024 state-average electricity rates for all US states

  • TMY3 weather station data for climate zones

No API keys needed to get started.

Related MCP server: Merlin Energy

Features

šŸ”§ Tools (Calculators)

  • calculate_heat_pump_sizing: Single-zone BTU sizing with humidity considerations

  • calculate_multi_zone_sizing: Floor-by-floor load calculations for complex homes

  • estimate_energy_costs: Bill comparison and 10-year payback analysis

  • check_cold_climate_performance: Verify capacity at design temperature

  • get_electricity_rate: Fetch current electricity rates by ZIP code

  • list_heat_pump_models: Browse 81 heat pump models with specs

šŸ“š Resources (Data Access)

  • design-temps/{zip_code}: Climate data and design temperatures

  • heat-pump-models: Complete model database with BTU, HSPF2, prices

  • climate-zones: ASHRAE climate zone reference

šŸ’” Prompts (Guided Workflows)

  • size-heat-pump: Step-by-step sizing guidance

  • analyze-costs: Cost comparison workflow

  • verify-cold-climate: Cold climate suitability check

Example Interactions

Sizing a Heat Pump

User: I need help sizing a heat pump for my 2000 sq ft home built in 1995 in ZIP 02138.

AI: [Uses calculate_heat_pump_sizing tool]
Based on your location (Cambridge, MA - Climate Zone 5A) and home characteristics:
- Required BTU: 80,000 BTU
- Recommended range: 72,000 - 88,000 BTU
- Design temperature: 6°F
...

Cost Analysis

User: What would a Mitsubishi MXZ-3C30NA cost to operate vs my gas furnace?

AI: [Uses estimate_energy_costs tool]
Annual cost comparison:
- Heat pump: $1,850/year (using bundled state average rate)
- Gas furnace: $2,400/year
- Annual savings: $550
- Payback period: 8.2 years
...

Cold Climate Verification

User: Will a Fujitsu AOU24RLXFZ work in Minneapolis?

AI: [Uses check_cold_climate_performance tool]
Cold climate analysis:
- Design temp: -13°F
- Heat pump capacity at design: 18,000 BTU
- Your heating load: 75,000 BTU
- Coverage: 24% (Inadequate)
- Recommendation: You'll need substantial backup heat...

Advanced Configuration

Optional: Live Electricity Rate Data

For more accurate electricity rates, you can optionally provide an EIA API key:

  1. Get a free EIA API key: https://www.eia.gov/opendata/register.php

  2. Add to your MCP client config:

{
  "mcpServers": {
    "heatpump-calculator": {
      "command": "uvx",
      "args": ["--refresh", "--from", "git+https://github.com/subspace-lab/heatpump-mcp-server.git", "heatpump-mcp-server"],
      "env": {
        "EIA_API_KEY": "your_eia_api_key_here"
      }
    }
  }
}

Or create a .env file in your working directory:

# Optional: For live electricity rate lookups
EIA_API_KEY=your_eia_api_key_here

Note: Without an API key, the server uses 2024 state-average electricity rates, which are generally accurate for cost estimates.

Installation from Source

For Development or Customization

git clone https://github.com/subspace-lab/heatpump-mcp-server.git
cd heatpump-mcp-server
uv pip install -e .

For Local Installation (Advanced)

If you prefer to install the package locally instead of using uvx:

# Install from GitHub
uv pip install git+https://github.com/subspace-lab/heatpump-mcp-server.git

# Then configure your MCP client to use the local installation:
{
  "mcpServers": {
    "heatpump-calculator": {
      "command": "heatpump-mcp-server"
    }
  }
}

Note: Using uvx with --refresh is recommended for most users as it automatically updates to the latest version.

Architecture

Built on FastMCP for easy MCP server development.

Data Sources

  • Heat Pump Models: Bundled database of 81 models (Mitsubishi, Fujitsu, Daikin, LG, etc.)

  • Climate Data: TMY3 weather station database with design temperatures

  • Electricity Rates: Bundled 2024 state averages (EIA API optional for live data)

Calculation Methods

  • Sizing: Climate-zone specific BTU/sqft coefficients based on building age and insulation

  • Costs: Monthly degree-day analysis with heat pump COP curves

  • Cold Climate: Manufacturer capacity curves with temperature derating

Development

Setup Development Environment

# Clone repo
git clone https://github.com/subspace-lab/heatpump-mcp-server.git
cd heatpump-mcp-server

# Install with dev dependencies
uv pip install -e ".[dev]"

# Run tests
pytest

# Lint code
ruff check .

Project Structure

heatpump_mcp_server/
ā”œā”€ā”€ src/heatpump_mcp_server/
│   ā”œā”€ā”€ server.py          # Main MCP server
│   ā”œā”€ā”€ tools.py           # Calculator tools
│   ā”œā”€ā”€ resources.py       # Data resources
│   ā”œā”€ā”€ prompts.py         # Guided prompts
│   ā”œā”€ā”€ config.py          # Configuration
│   ā”œā”€ā”€ models/            # Pydantic models
│   └── services/          # Business logic
│       ā”œā”€ā”€ quick_sizer_service.py
│       ā”œā”€ā”€ bill_estimator_service.py
│       ā”œā”€ā”€ cold_climate_service.py
│       └── ...
ā”œā”€ā”€ data/                  # Bundled data files
│   ā”œā”€ā”€ hpmodels.json      # 81 heat pump models
│   └── eeweather_stations.json  # Weather data
ā”œā”€ā”€ tests/
ā”œā”€ā”€ pyproject.toml
└── README.md

Contributing

Contributions welcome! Areas for improvement:

  • Additional heat pump models

  • More weather stations for better coverage

  • Manual J load calculation support

  • International climate zone support

License

MIT License - see LICENSE file for details.

Acknowledgments

  • Climate data from EEWeather

  • Heat pump specs compiled from manufacturer data

  • Built with FastMCP

  • Electricity rate fallbacks from EIA

Support

Install Server
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Maintenance

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