To extract email addresses from Thunderbird profile emails, you can use eSoftTools Thunderbird Email Viewer Software. This tool allows users to open and analyze Thunderbird MBOX files without installing the Thunderbird client. It scans the mailbox data and displays all emails with sender and recipient details. Users can easily view and collect email addresses from different messages, making it simple to review and manage Thunderbird email data.