Packaged microelectronic devices recessed in support member cavities, and associated methods, are disclosed. Method in accordance with one embodiment includes positioning a microelectronic device in a cavity of a support member, with the cavity having a closed end with a conductive layer, and an opening through which the cavity is assessable. The microelectronic device can have bond sites, a first surface, and a second surface facing opposite from the first surface. The microelectronic device can be positioned in the cavity so that the second surface faces toward and is carried by the conductive layer. The method can further include electrically coupling the bond sites of the microelectronic device to the conductive layer. In particular embodiments, the microelectronic device can be encapsulated in the cavity without the need for a releasable tape layer to temporarily support the microelectronic device.