In this paper, we determine the hypergraphs with maximum and minimum Zagreb indices among all linear bicyclic uniform hypergraphs with \( m \) edges. For a given girth, we also determine the linear bicyclic uniform hypergraphs with \( m \) edges that attain the maximum and minimum Zagreb indices.