Military Stalking Prevention Act of 2005 - Amends the Uniform Code of Military Justice to define as the offense of stalking any person who knowingly engages in a course of conduct that would cause emotional distress to a reasonable person or would place a reasonable person in fear of injury to the person, property, or reputation of that person or any other person.