We report the experimental implementation of the unit cell of a 3D continuous-variable cluster state. The cluster state is generated by multiple EPR states and spectral basis change operations. To verify our cluster state, we reconstruct the physical covariance matrix of the cluster state and test entanglement in the cluster state. Our 3D cluster state can be a basic resource for fault-tolerant measurement-based quantum computing with GKP qubit and surface code.