 Brookline was first settled in 1638 as a hamlet in Boston; it was incorporated as a separate town in 1705.Brookline was the birthplace and hometown of John F. Kennedy, 35th President of the United States.Once part of Algonquian territory, Brookline was first settled by European colonists in the early 17th century.