A chapel is a building that provides happiness to a maximum of 200 citizens, staffed by one cleric. It is a place for the devout to rest and worship. All citizens will attend church if there are enough chapels for all to attend.
It is the fifth item in the Town Services category, accessed via the sixth button on the interface bar. Hotkey: F6,5