since in anova we partition the total variability into various independent components ,

and since the Mean square of this components follow chi-square distribution,

and since the ratio of two chi-square distribution follows F- distribution,

and since F- distribution is a one tailed test,

we use one tail in the analysis of variance test .

Does it make sense ?