We introduce a family of compatible Poisson brackets on the space of 2 × 2 polynomial matrices, which contains the reflection equation algebra bracket. Then we use it to derive a multi-Hamiltonian structure for a set of integrable systems that includes the X X X Heisenberg magnet with boundary conditions, the generalized Toda lattices and the Kowalevski top.