What is the total supply? Is it inflationary?

The total supply of IOTA is (3 ** 33 - 1) / 2. Which equals to exactly 2779530283277761 tokens.

All IOTA's which will ever exist were created with the genesis transaction. This means that the total supply of IOTA's will always stay the same and you cannot "mine" IOTA's.