The Internet of Things (IoT) concept is getting attention recently, and the number of connected devices is rising rapidly, climbing above one billion. Combining both IoT and Robotics ends up with the Internet of Robotic Things (IoRT). This paper aims to explore the ethical standards of IoT and Robotics to build up the ethical margins and structures of IoRT in the healthcare sector. Thus, an ethical pyramid consists of security, privacy, and safety in such systems; this pyramid helps to understand the current ethical principles and how to adjust and translate them into protocols suite IoRT in the medical sector. These protocols are formulated in the form of responsibilities and rights of IoRT subdivision which is Internet of Medical Robotic Things (IoMRT