Python to plot maps from multiband (5 bands) raster in netcdf file format

I need someone with experience using Python to plot raster maps. I have a multiband raster but my code can only plot a single band. I have a simple need: I need to plot map for each band in the multiband raster. Alternatively, I have extracted each band into a folder, so using a for loop to plot all 5 raster from a folder will work too. I can send the code so you can modify it to do either of the above. Each plot will have a different title (e.g, Jan, Feb, Mar, Apr, May) but the same x and Y axes including title. I'll send you a sample plot and code. Pls send me a message if you fully understand my requirement and have experience in GIS/remote sensing and matplotlib. Thanks.