platform-tools used to be included in the SDK by default but for some reason Google removed it, and now you have to launch the SDK Manager first, and install the Android SDK Platform Tools
.
You can go ahead and install other packages as well at this stage if you want, but all you have to install is the platform-tools
. After that you can start eclipse again, go to Window--> Preferences --> Android
and point it to the right location