The precedes most when we are using superlative forms of adjectives and adverbs: the most happily married man, the most intelligent woman, etc.
Here however, most = the greater number of + noun: most things are expensive, most people are kind, etc.
Another way used for specific nouns, as Torsten has indicated, is most of the + noun: most of the things here are expensive, most of the people in America are kind.
In any case, much will not work with countable nouns like things; it is used for uncountables: much labour is repetitive, much of the labour at our office is repetitive.
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