The Setup

I've been building AI agents that use tools — reading files, running commands, calling APIs. There are two main ways to give agents these tools:

MCP (Model Context Protocol) — the new standard everyone's adopting

Direct CLI calls — good old command-line execution

Everyone says MCP is the future. But nobody talks about the token cost. So I measured it.