I did this using Cape Air and everything went well.
If you book through American to EIS your bags should transfer automatically.
Looks like American will get you into EIS at 6:30 pm.

or You can save yourself $300 p/p and fly into STT. Arrive STT at 1:30 pm. Ferry ride makes a great start to the vacation!