> So why MCP? ...  MCP seems arbitrary as a protocol

You're right, it is an arbitrary protocol, but it's one that is supported by the industry.

See the screencaps at the end of the post that show why this protocol. Maybe one day, we will get a better protocol. But that day is not today; today we have MCP.