Cannot be a mediator for force as it derives its roots from force itself I think you're confused because the electric field is usually defined as: $\vec E=\frac {\vec{F}} q$. But this a matter of convention, you could define $\vec F =q \vec E $. And the are strong reasons to think that fields are real, like momentum conservation, the fact that electromagnetic interaction has finite speed and simplicity (whatever that means). In fact, potential could be considered even more fundamental, as observed in the Aharonov-Bohm effect.
The quantum vaccum is another evidence of fields, but since I don't know any QFT I can't explain you why.
Anyway, this is more philosophy than physics (some one could argue the opposite). You could say that forces don't exist, because you just observe the movement of the particles, which may not be real either.