Thank Andrew! I followed his blog article and finally make Mutt work with Gmail!
Here is the excellent instruction for newbies who want to try Mutt but have no idea how to to:
Using Mutt with Gmail
I have changed some settings for the inbox folder from
Although there are more things I need to learn, Andrew's guidance has given a good start. Hope you can benefit from this.