"I have a hope to . . . " and "There seems to ba a certain hope . . . " are both acceptable.
As nouns, both terms can be countable and uncountable, but between the two, "desire" is probably used more often as countable than is "hope." (a desire / a hope)
uncountable:My desire for you knows no bounds. (I want you.) My hope for you knows no bounds.