I'm using bitcoin core (bitcoind), it provides everything I need it to do for certain tasks (that don't require deposits), like getreceivedbyaddress() and such.  Everything you need to connect a web app to bitcoin is pretty much here: https://en.bitcoin.it/wiki/API_reference_(JSON-RPC)

Let us know how you come along with your project!