Brushless motor is just Shaking but not rotating

It doesn't matter, they are not servicable, so you will need a replacement. ESCs do blow up, they
are cheap and cheerful and push components to the limit.

The ESC must be rated for your battery voltage and beefy enough for the motor in question. All the
high current connections must be sound.

(Check your motor isn't cooked too!)