How muddy are we talking about?
Worse than this?
Not quite as bad like this?
The only lasting solution is proper drainage. A french drain, or even pea gravel sink holes strategically placed works but it's labour intensive but relatively cheap to do.
Bark mulch is a definite no because of the...