For type 2 diabetic patients, short acting glucagon-like peptide-1 receptor agonist (GLP-1 RA) is often prescribed with frequent needled injections. Long-acting GLP-1 RA for less frequent injections do not mimic physiologic secretion of GLP-1. Therefore, an implantable pump is proposed in this work, which can deliver a short-acting GLP-1 RA, exenatide, without needles and batteries. The implanted pump can infuse an accurate amount of exenatide bolus only when a noninvasive magnetic force is applied from outside the body. The pump includes a safety feature of patterned magnets for actuation to prevent accidental infusion possibly caused by a general household magnet. The reservoir for exenatide is made of a flexible biomaterial and thus, a negative pressure build-up in the reservoir can be prevented even after multiple actuations and almost all drug consumption (~ 94%). This allows a reproducible drug dose for a longer period after implantation, hence less frequent replenishment procedures. The pump is also equipped with an intermediate container with two distinct check-valves and thus, the reservoir of exenatide can be further separated and better prevented from infiltration of the bodily fluid surrounding the implanted pump. When tested in Goto-Kakizaki rats, the pump demonstrates the efficacy of exenatide similar to conventional subcutaneous injections. Therefore, the pump can be promising for patient-friendly, optimal delivery of short-acting GLP-1 RA that better follows the physiologic secretion profile of GLP-1.