MCP vs CLI for AI Agents: A Real AWS Benchmark (and Why the Popular Narrative Asks the Wrong Question)

This article presents a real AWS benchmark comparing the raw AWS CLI against the official awslabs.aws-api-mcp-server for AI agents, concluding that a well-designed CLI tool outperforms MCP. It reframes the question of which to use as a trade-off between engineering time and input tokens per run.