The latest versions of IPython, a rich interactive shell for Python, provide a Qt-based console with enhanced GUI controls, such as embedded images, multiline editing, and session sharing. It works nicely with the Python interface to Madagascar. This allows for a Matlab-like or Mathematica-like experience with running Madagascar interactively. This style of computing is not recommended, however, because it may lead to computations that are hard to reproduce.