'Parsimonious' means being sparing or frugal with money or resources; stingy, economical. It describes someone who is very careful about spending. Option A 'sparing' is the correct synonym. Options B, C, and D (generous, harmonious, congenial) are either antonyms or unrelated - parsimonious is specifically about being frugal with resources, not about being agreeable or social.