The Git suggests Google sees CLI as a cleaner alternative to Model Context Protocol (MCP) setups, which can require a lot of development overhead to connect AI applications. The new CLI does have an ...

For agents, the value is clearer still: structured JSON output, reusable commands and built-in skills that let models ...

Google Workspace CLI adds agent-focused commands with nested JSON; it drew 10,000 GitHub stars within one week.

Google has introduced an open-source tool that allows command-line access to Workspace services. It supports AI agents and uses MCP.