The youngest son of Sir Bevil Grenville, he was born 13 February 1637 and baptised at Kilkhampton, Cornwall.
Granville was a High Church cleric who worked at Durham to promote a weekly service of Holy Communion in the cathedral and continue John Cosin's line; he tried to use the cathedral as a seminary to fill the canon positions.