We consider Toeplitz operators with symbols enjoying a uniform radial limit on Segal-Bargmann type spaces. We show that such an operator is compact if and only if the limiting function vanishes on the unit sphere. The structure of the C*-algebra generated by Toeplitz operators whose symbols admit continuous uniform radial limits is also analyzed.