Q. How do I cite a personal interview in MLA format?

Section 5.7.7 of the MLA Manual covers this situation. The format is:

Name (Last Name, First Name). Type of Interview. Date (Day Month Year).

Example:
Smith, John. Personal Interview. 17 July 2012.