Organic wood mulch is naturally in the process of decomposing.  Many fungi are members of a significant group of beneficial decomposers. Mushrooms are the reproductive structures of fungi. It is unlikely that they mushrooms will harm your plants. Rake off and dispose of the mushrooms so pets and children do not eat them.  The mulch will continue to appear as long as there is plenty of moisture. The fungi will provide nutrients to your garden.