The Very Reverend Martin Thrower, 55, rector of Hadleigh, Layham and Shelley in Suffolk, was arrested at the Buttermarket in Ipswich on 4 August.
Six of the offences are alleged to have taken place earlier this year and others date back to 2014.
Mr Thrower, of Church Street, Hadleigh, is due to appear before Ipswich magistrates on 19 December.
He is currently suspended from work.
A clergyman has been charged with eight voyeurism offences after men were allegedly filmed in public toilets.