While the idea of a "one-click" is tempting, the safest and only guaranteed route is through Facebook’s official help channels. By keeping your recovery information updated and using 2FA, you can ensure that a forgotten password is only a minor inconvenience rather than a permanent loss.
Some tools claim to use "brute force" (guessing thousands of passwords per second). However, Facebook has robust security measures that block IP addresses after just a few failed attempts. Any tool claiming to guess a password in seconds is lying. facebook password recovery tool online