MCP 服务器

Skyforge MCP Server

Connects AI assistants to SkySpark and Haxall building automation systems by dynamically exposing SkySpark Axon functions as MCP tools. Enables natural language interaction with building data, equipment, and automation functions through real-time tool discovery.

README

Skyforge MCP Server

⚠️ ALPHA RELEASE - This is an early alpha version. Expect bugs and breaking changes.

🚫 NOT FOR PRODUCTION - This is a development/experimental version. For a production implementation, please contact james@skyforge-labs.com

🔓 NO AUTHENTICATION - This server has no built-in authentication. CORS is wide open (allow_origins=["*"]). Use at your own risk and secure your deployment appropriately.

A Model Context Protocol (MCP) server that connects AI assistants to SkySpark and Haxall building automation systems. Dynamically exposes your SkySpark Axon functions as MCP tools.

Features

Dynamic Axon Tools - Fetches tool definitions from SkySpark at runtime
Prompt Support - Expose templated prompts from SkySpark
Dual Transport - Supports stdio (Claude Desktop) and HTTP/SSE (web clients)
Type Safety - Full Haystack type system with automatic JSON Schema conversion
Docker Ready - Simple Docker deployment included

How It Works

The server fetches tools from SkySpark on each list_tools request. This means:

Add new tools by creating Axon functions in SkySpark
No server restart needed for schema changes
SkySpark is your single source of truth

Quick Start

Prerequisites

SkySpark or Haxall server with API access
Docker (recommended) OR Python 3.12+ with uv

Quick Setup with Example Tools

For immediate testing, import the included setup.zinc file into your SkySpark project. This provides example MCP tools and the required fetchMcpTools() function.

Docker Setup (Easiest)

Clone and configure

git clone https://github.com/yourusername/skyforge-mcp.git
cd skyforge-mcp

# Create .env file
cat > .env << EOF
SKYSPARK_URI=http://host.docker.internal:8080/api/demo
SKYSPARK_USERNAME=your_username
SKYSPARK_PASSWORD=your_password
EOF

Start server
```
docker-compose up --build
```
Server runs on http://localhost:8000/mcp

Test with MCP Inspector

npx @modelcontextprotocol/inspector docker exec -it skyspark-mcp-server uv run main.py

Local Setup (Development)

Install and run

# Install uv package manager
curl -LsSf https://astral.sh/uv/install.sh | sh

# Clone and setup
git clone https://github.com/yourusername/skyforge-mcp.git
cd skyforge-mcp
uv sync

# Create .env (same as above)

# Run stdio mode (for Claude Desktop)
uv run main.py

# OR run HTTP/SSE mode (for web clients)
uv run uvicorn main:app --host 0.0.0.0 --port 8000

Claude Desktop Integration

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS):

Docker:

{
  "mcpServers": {
    "skyforge": {
      "command": "docker",
      "args": ["exec", "-i", "skyspark-mcp-server", "uv", "run", "main.py"]
    }
  }
}

Local:

{
  "mcpServers": {
    "skyforge": {
      "command": "uv",
      "args": ["run", "main.py"],
      "cwd": "/path/to/skyforge-mcp",
      "env": {
        "SKYSPARK_URI": "http://localhost:8080/api/demo",
        "SKYSPARK_USERNAME": "your_username",
        "SKYSPARK_PASSWORD": "your_password"
      }
    }
  }
}

Restart Claude Desktop after saving.

Creating SkySpark Tools

In SkySpark, implement fetchMcpTools() to return tool definitions as a grid. Each row should have:

name - Tool identifier (Str)
dis - Display name (Str)
help - Description (Str)
params - Parameter schema (Dict or List)

Example in SkySpark:

// Return MCP tools grid
fetchMcpTools: () => [
  {
    name: "getSiteEquips",
    dis: "Get Site Equipment", 
    help: "Returns all equipment for a site",
    params: {
      kind: "Dict",
      params: {
        siteId: {
          kind: "Ref",
          help: "Site reference ID",
          required: marker()
        }
      }
    }
  }
].toGrid

// Tool implementation (called via `call()`)
getSiteEquips: (dict) => readAll(equip and siteRef == dict->siteId)

Import the included setup.zinc file into your SkySpark project for example tools and the required fetchMcpTools() function.

The server fetches tools automatically when clients call list_tools.

Configuration

Create .env file:

# For Docker: use host.docker.internal to access host machine
SKYSPARK_URI=http://host.docker.internal:8080/api/demo
# For local development: use localhost
# SKYSPARK_URI=http://localhost:8080/api/demo
SKYSPARK_USERNAME=your_username
SKYSPARK_PASSWORD=your_password

All three variables are required.

Project Structure

skyforge-mcp/
├── app/
│   ├── skyspark/         # SkySpark integration
│   │   ├── client.py     # Phable-based API client
│   │   ├── converters.py # Haystack ↔ JSON Schema conversion
│   │   ├── grid.py       # HGrid wrapper for dual format output
│   │   └── types.py      # Extended Haystack types
│   └── tools/
│       └── axon_tools.py # Hardcoded tool examples
├── main.py              # MCP server entry point
├── docker-compose.yml   # Docker setup
└── Dockerfile           # Container definition

Troubleshooting

Connection errors:

Docker: Use host.docker.internal instead of localhost in SKYSPARK_URI
Verify SkySpark URI is accessible: curl http://your-server:8080/api/demo
Check .env credentials
Ensure SkySpark API is enabled

No tools appearing:

Verify fetchMcpTools() function exists in SkySpark
Check server logs: docker-compose logs or uv run main.py
Test with MCP Inspector

Docker issues:

docker-compose logs              # View logs
docker-compose restart           # Restart
docker-compose up --build        # Rebuild

Security Notes

⚠️ Important:

This is NOT for production use - if you are interested in a production implementation, contact james@skyforge-labs.com
No built-in authentication - secure your network/deployment
CORS allows all origins - intended for local development
Store credentials securely (.env files, environment variables)
For production, add authentication middleware or use VPN/firewall