A device may receive channel monitoring information associated with an unlicensed radio frequency (RF) spectrum band. The device may determine channel availability information associated with one or more channels of the unlicensed RF spectrum band based on the channel monitoring information. The channel availability information may include one or more channel availability parameters, corresponding to the one or more channels, that indicate availability for communicating via the one or more channels. The device may receive, from an access point that provides network access via the unlicensed RF spectrum band, a request for a channel recommendation associated with the unlicensed RF spectrum band. The device may determine a set of recommended channels of the unlicensed RF spectrum band based on the channel availability information and the request for the channel recommendation. The device may provide, to the access point, information that identifies the set of recommended channels.