Can a father take his children if he and the mother were never married and there is no custody order?

No, he would be charged with kidnapping. She has custody since birth since they were never married and he never went to court for custody.

One case can be, if the mother is not  financial capable to care  of the child, the the father may proceed but firstly the mother must be agree for that.