I'm kind of the opposite. We should have 0% personal income tax and a minimum corporate income tax.
A personal income tax incentivises the state to surveil the economic activity of individuals and play games with nudging people to do X or Y, and puts the burden of tax filing and the consequences of not reporting (which some people just can't do correctly).
Contrariwise, a corporate income tax can be thought of as a "user fee" for the privilege of the corporate veil and limited liability. If you don't want your mom and pop shop to pay corporate income tax, simple: don't incorporate, and be responsible for your personally responsible for your employees' well being. And thus it becomes a driver of small business growth and a progressive taxation (the beneficiaries of bigcorp profits are going to be disproportionately wealthy). If you can't afford an accountant to keep track of what taxes you owe, don't incorporate. Etc.