Where to buy a NFC Transceiver
The term you're probably missing is 'mifare', which is the product name for the basic, unencrypted NFC tags. Sparkfun sell this transceiver, which works with this Arduino shield. I have one, and though I haven't tried using it with my Android in 'tag mode', it ought to work - you'd have to try it to see.