A dust collector for a power tool, such as a scroll saw, wherein the saw may include a base, a table supported by the base and a blade passing through a slot in the table. The dust collector may include a container defining an accumulation chamber and having an inlet port for collecting dust from the blade, a notch for receiving an assembly attached to the base and a locking device for removably attaching the container to the base. The dust collector may further include an outlet port for connecting a vacuum hose. The scroll saw may also include a removable storage drawer.