Could be. A trough will drag a cold front across the Mid-Atlantic late Monday. With dewpoints near 60 degrees and some upper level vorticity support the College of Dupage 12Z GFS run spit out this MUCAPE/bulk shear graphic for Monday afternoon:
Some decent instability will accompany 30+ knots of deep layer shear over the Piedmont, giving rise to a SPC proclamation of “perhaps isolated severe storms across the Mid-Atlantic” in their Day 6 text.
It’s on the chasing radar.