Is there an api to solve the feasibility problem (whether a feasible point exists) for a set of convex restraints in CPLEX.
Yes, just don't enter an objective function. cplex will give you any solution it can find or prove that there isn't a solution.
var x;
var y;
minimize 1;
subject to con1:
x + y <= 6;
x + y >= 7;