We propose a general recipe for chiral topological superconductor (TSC) in two dimensions with multiple N chiral Majorana fermion modes from a quantied anomalous Hall insulator in proximity to an s-wave superconductor with nontrivial band topology. A concrete example is that a N=3 chiral TSC may be realized by coupling a magnetic topological insulator and the ion-based superconductor such as FeTe1−xSex (x=0.45). We further propose the electrical and thermal transport experiments to detect the Majorana nature of three chiral edge fermions. A unique signature is that the two-terminal electrical conductance of a quantized anomalous Hall-TSC junction obeys a distribution averaged to (2/3)e2/h, which is due to the random edge mode mixing of chiral Majorana fermions and is distinguished from possible trivial explanations.