It is a past participle. We use a past participle with have to form the present perfect. It isn't acting as an adjective: it is a non-finite (untensed) verb.
I use it regularly (present)
I used it yesterday (past)
I have used it today (present perfect)
The past participle of use is the same as the past tense form.
I am not a teacher.