Filters in Mulesoft can be used to determine whether a message passes through an application flow or is dropped. Mulesoft provides over 12 predefined filters like and, or, not, payload and expression filters that can be used to validate message data and drop irrelevant messages. Custom global filters can also be created for use within an application to filter messages based on specific validation rules or conditions.