WarpGBM MCP Service

#!/bin/bash # Monitor Modal GPU usage in real-time echo "🔍 Checking Modal GPU usage for warpgbm-mcp..." echo "" # Check if modal CLI is available if ! command -v modal &> /dev/null; then echo "❌ Modal CLI not found. Install with: pip install modal" exit 1 fi # Get app stats echo "📊 App Stats:" modal app list | grep warpgbm-mcp || echo " No active deployments found" echo "" # Show recent GPU function invocations echo "🚀 Recent GPU Function Calls (train_warpgbm_gpu):" modal function logs warpgbm-mcp::train_warpgbm_gpu --tail 20 2>/dev/null || echo " No GPU function calls yet" echo "" # Show active containers echo "🐳 Active Containers:" modal container list --app warpgbm-mcp 2>/dev/null || echo " No active containers" echo "" echo "💡 Tips:" echo " - GPU containers shut down after 60 seconds idle" echo " - CPU containers shut down after 5 minutes idle" echo " - Check billing: https://modal.com/tdelise/settings/billing" echo "" echo "🔄 Run this script periodically to monitor usage"