From The Heroes of Might and Magic III wiki

This building, in a Castle town, increases the morale bonus of the Tavern to +2.

Comment: As one is likely to have Leadership on the Knights, this building is not very useful except when one has mixed troops, or wants to use a Cleric for defense,