Matplotlib supports polar coordinate plots including scatter points with markers, filled areas under curves, and bar charts. Customizing gridlines, tick labels, and theta directions enhances readability. Use functions like plt.polar(), ax.fill(), and ax.bar() for detailed polar visualizations in Python.