Police have retrieved a body in Sydney's eastern suburbs after it was found floating in Sydney Harbour.

Emergency services were called to New Beach Road in Darling Point about 1.20pm on Friday.

A police spokesman said the call followed "reports of a deceased person in the water".

The body was found near the end of a cul-de-sac, next to a public park and a busy walking path that overlooks the harbour.