When running on muddy trails, look for trail running shoes with aggressive traction that can effectively grip the slippery surfaces. Opt for shoes with water-resistant or quick-drying capabilities to prevent excessive absorption of moisture. Additionally, consider wearing gaiters to keep mud and debris out of your shoes.