There were a variety of other discriminatory measures in most of the Middle-East; many applied to religions other than Judaism as well. Another notable one was the limited access to the legal systems, along with the inferior legal status non-Muslims were relegated to. https://en.wikipedia.org/wiki/Antisemitism_in_the_Arab_world
I also think it’s absurd to pretend that taxing people who do not tithe to one’s favored faith or cause is non-discriminatory. Imagine Utah taxing non-Mormons because they don’t tithe to The Church or The United Way.
I have no idea what country's legal system you referring to. My broad understanding is that most Islamic empires allowed the minorities to retain their own personal laws on some legal matters (marriage, divorce, inheritance etc) as Sharia laws were largely Islamic, for muslims. From today's modern perspective many things that was done by many former empires of the past would be problematic. Like I said, you will only get a warped view of history if you try to analyse it by applying modern principles. By and large, for their time, Islamic empires were largely egalitarian towards their citizens. (The Ottoman empire's secular history undermines sharia claims - https://www.theguardian.com/commentisfree/belief/2011/oct/07... ). If you want to judge them by their worst examples, you can ofcourse "prove" the worst that you imagine of them.
> Imagine Utah taxing non-Mormons because they don’t tithe
Mormons don't pay their tithe to the government. In the Islamic empire, it was the government that collected the 'tithe' from the muslims after calculating their wealth. So you can imagine how disgruntled muslim citizens would have been, every year, when the tax collector only came to collect money from them and not from the non-muslims. It was this kind of social unrest that lead to the imposition of the Jizya on non-muslims.