Mule filters evaluate Mule messages and can route them through a flow based on certain conditions. There are several types of filters in Mule including custom filters that use user-implemented logic, exception filters that route on exception type, logic filters that apply AND, OR, and NOT operations to nested filters, and message filters used by message processors to determine whether to handle incoming messages. Mule filters perform Boolean operations to filter messages and facilitate message routing.