What level are they?

One of the easier ways of temporarily removing a party's gear is to have them take them off. A nice dinner party where they must wear fine clothing and bring no weapons/implements. A swim that may require them removing armor, maybe? A magnetized floor where they have to remove metallic gear to get an object at the far end of the room.