Not make by itself, but gcc comes with related preprocessor options[1], in particular -MMD.

Add that to your CFLAGS and include the generated dependency files by adding something like

    -include $(OBJECTS:%.o=%.d)

to the Makefile.

[1] http://gcc.gnu.org/onlinedocs/gcc/Preprocessor-Options.html