I fail to see why it would be “disgusting” or any other type of problem to have non-Jews at a simchah. Non-Jews are welcome to come to synagogues and pray!
If we get asked to do something halachically impermissible, “I’m sorry, but I can’t.” is the beginning of a perfectly polite explanation of why not. (And BTW there is no prohibition of entering a mosque.)