Mutt is an email client that can be installed on Linux systems using yum. To configure mutt to send and receive emails from Gmail, edit the ~/.muttrc configuration file to specify settings like the user's email address and password, the IMAP server and folder locations, and SMTP server details. Caching settings are also included to improve performance when accessing emails through IMAP.