Per process networking capability techniques are described. In one or more implementations, a determination is made as to whether access to a network capability is permitted for a process that is executed on the computing device based on a token that is associated with the process. The token has one or more security identifiers that reference one or more network capabilities described in a manifest. The access to the network capability is managed based on the determination.