Is the weather singular or plural?

It is not singular or plural, but an uncountable noun.

Weather is a typical uncountable noun, which represents the overall situation of atmospheric state and conditions in the natural environment, and cannot be calculated or divided into individuals with specific numbers. You can't say "one kind of weather" or "two kinds of weather" So the weather is neither singular nor plural.