Let me elaborate a little: the English word "mucus" doesn't have a plural form, but the Latin word "mucus", from which the English word is taken, would have the plural form "muci" (though I can't imagine any plural usage in Latin, either).
Source: the above sites and 11 years of studying Latin.
The Wiktionary page cited earlier refers specifically to the Latin "mucus", which is why there's an apparent contradiction. That page also lists the English "mucus" as "uncountable".