Here are a few other options:
* Giving someone a nudge: This implies a playful teasing, like a friendly nudge.
* Taking the piss: This is a more informal and sometimes considered rude version of taking the mickey.
* Having a lend of you: This is a slightly older phrase, meaning to have a joke at someone's expense.
The best choice depends on the context and the relationship between the people involved.