The LPC1768 is quite popular and you should never have problems with stock. I got started with a $30 development board from NGX (google "1768 blueboard") paired with a $30 USB jtag programmer from the same store. The older LPC2148 was also quite popular for hobbyists, but it's ARM7 not CM3.
Since I was more interested in learning the micro then screwing around with toolchains, I just spent the money and got a personal license for Rowley Crossworks ($150). It took me under an hour to go from software installation to flashing an LED, so I'm pretty happy with that decision.
Also, any tips on getting started? How do I program them? Ideally, I'd get an in circuit programmer, rather than a development/demo board.