We reanalyze data from available finite-temperature QCD simulations near th
e chiral transition, with the help of chiral random matrix theory (chiral R
MT). The statistical properties of he lowest-lying eigenvalues of the stagg
ered Dirac operator for SU(3) lattice gauge theory with dynamical fermions
are examined. We consider temperatures below, near, and above the critical
temperature T-c for the chiral phase transition. Below and above T-c the st
atistics are in agreement with the exact analytical predictions in the micr
oscopic scaling regime. Above T-c we observe a gap in the spectral density
and a distribution compatible with the Airy distribution. Near T-c the eige
nvalue correlations appear inconsistent with chiral RMT.