A woman in her 20s suffered facial injuries after being hit with a hammer in the Enfield Parade area at about 22:45 BST on Saturday night.
The police said the arrested woman is helping with their enquiries.
They have appealed for information.
A 35-year-old woman has been arrested on suspicion of attempted murder after a hammer attack in north Belfast.