While commercial surgical robotic systems have provided improvements to minimally invasive surgery, such as 3D stereoscopic visualization, improved range of motion, and increased precision, they have been designed with only limited haptic feedback. A number of robotic surgery systems are currently under development with integrated kinesthetic feedback systems, providing a sense of resistance to the hands or arms of the user. However, the application of tactile feedback systems has been limited to date. The challenges and potential benefits associated with the development of tactile feedback systems to surgical robotics are discussed. A tactile feedback system, featuring piezoresistive force sensors and pneumatic silicone-based balloon actuators, is presented. Initial tests with the system mounted on a commercial robotic surgical system have indicated that tactile feedback may potentially reduce grip forces applied to tissues and sutures during robotic surgery, while also providing high spatial and tactile resolution.