The past tense of get on one's nerves is got on one's nerves.
The third-person singular simple present indicative form of get on one's nerves is gets on one's nerves.
The present participle of get on one's nerves is getting on one's nerves.
The past participle of get on one's nerves is gotten on one's nerves.