Mount + object
Incorrect : He mounted on his horse.
Correct . He mounted his horse.
Note: Here ‘mount’ means ‘get on'. It does not take any preposition after it. But you can say:
The soldiers were mounted on fine black horses.
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Here ‘mount on’ means ‘provide someone with something to ride on’.