天气代理

┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│  Weather Agent  │───▶│  GitHub Models  │    │   MCP Server    │
│   (Console UI)  │    │   LLM API       │    │ (Weather Data)  │
└─────────────────┘    └─────────────────┘    └─────────────────┘
         │                        │                        │
         └────────────────────────┼────────────────────────┘
                                  │
                            WebSocket/HTTP

git clone https://github.com/StephenDryden/agent-weatherman.git
cd agent-weatherman
make all  # or: dotnet build && docker build -t agent-weatherman .

export GITHUB_TOKEN="your-github-personal-access-token"

make run
# or manually:
export WEATHERAGENT_AgentSettings__GitHubToken="$GITHUB_TOKEN"
export WEATHERAGENT_AgentSettings__McpServerUrl="ws://localhost:3000"
dotnet run --project AgentWeatherman/AgentWeatherman.csproj

make docker-build
make docker-run-local

{
  "AgentSettings": {
    "GitHubToken": "your-token-here",
    "GitHubModelsEndpoint": "https://models.inference.ai.azure.com",
    "ModelName": "gpt-4o-mini",
    "McpServerUrl": "ws://localhost:3000",
    "MaxTokens": 1000,
    "Temperature": 0.7
  }
}

You: What's the weather like in London today?

🌤️ Weather Agent: Good morning! Let me check the current weather in London for you.

Looking at the conditions right now, London is experiencing partly cloudy skies with a temperature of 18°C (64°F). There's a gentle breeze from the southwest at about 12 km/h, and humidity is sitting at a comfortable 65%.

For today, you can expect the temperature to reach a pleasant 22°C (72°F) this afternoon with the clouds gradually clearing. It's a great day for outdoor activities! I'd recommend a light jacket for the morning, but you should be comfortable in just a t-shirt by midday.

Would you like me to check the forecast for the next few days as well?

# Build the Docker image
make docker-build

# Run with local MCP server
make docker-run-local

# Run with remote MCP server
MCP_SERVER_URL="ws://your-mcp-server:3000" make docker-run

# Set AWS credentials and region
export AWS_ACCOUNT_ID="123456789012"
export AWS_REGION="us-west-2"

# Login to ECR and push
make ecr-login
make ecr-push

{
  "jsonrpc": "2.0",
  "id": "unique-id",
  "method": "tools/call",
  "params": {
    "name": "get_current_weather",
    "arguments": {
      "location": "London, UK"
    }
  }
}

AgentWeatherman/
├── Models/
│   ├── Configuration/     # Settings and configuration
│   ├── GitHub/           # GitHub Models API DTOs
│   └── Mcp/             # MCP protocol models
├── Services/
│   ├── GitHubLlmService.cs      # GitHub Models API client
│   ├── McpClientService.cs      # MCP protocol client
│   └── WeatherAgentService.cs   # Main agent orchestrator
├── Program.cs           # Application entry point
└── appsettings.json    # Default configuration

make help              # Show all available commands
make build             # Build the solution
make run               # Run locally
make docker-build      # Build Docker image
make docker-run-local  # Run container with local MCP server
make clean             # Clean build artifacts
make test              # Run tests

export DOTNET_ENVIRONMENT="Development"  # Verbose logging
# or
export Logging__LogLevel__Default="Debug"