@saj,
You use "many" with countable nouns, and "much" with non-countable nouns.
"Money" is not a countable noun (in this meaning of the word).
Examples:
I have much love for my family. (You can't count "love", the quantity is not measured in units).
I have many brothers and sisters. (You can count brothers and sisters)