The exemplary embodiments provide a multi-context configurable memory controller comprising: an input-output data port array comprising a plurality of input queues and a plurality of output queues; at least one configuration and control register to store, for each context of a plurality of contexts, a plurality of configuration bits; a configurable circuit element configurable for a plurality of data operations, each data operation corresponding to a context of a plurality of contexts, the plurality of data operations comprising memory address generation, memory write operations, and memory read operations, the configurable circuit element comprising a plurality of configurable address generators; and an element controller, the element controller comprising a port arbitration circuit to arbitrate among a plurality of contexts having a ready-to-run status, and the element controller to allow concurrent execution of multiple data operations for multiple contexts having the ready-to-run status.