How to get list of memberships whose start date is between a date range?
Done @petednz - fuzion

Solved it. I have used this. start_date: {"BETWEEN":["2016-08-13", "2017-08-12"]} Have got the info from support > Developer > API Explorer. I am a newbie in CiviCRM. Was not aware of such a helpful API Explorer.