The Standing Cost Problem: Why Simple CLI Tools Beat MCP by 17x

Token efficiency directly impacts both API costs and system latency, making this 17x performance gap highly material for production systems. The analysis reveals MCP's 'standing cost' problem—771 tokens paid every turn regardless of use—whereas CLI tools maintain zero idle overhead. For teams building agent systems, understanding this efficiency gap could translate to significant cost savings and faster inference at scale.