Custom filters in MuleSoft allow developers to implement their own filtering logic by creating classes that implement the Filter interface. These custom filters can then be used with the <custom-filter> element, specifying the class and any configuration properties. For example, a custom filter could check for a specific request URL pattern and only allow messages that match.