talmud gemara - References for learning Aggada

I often run into aggadic passages in the Talmud, and would like to get a list of references beyond the standard 4 (Ein Yaakov, Maharsha, Benayahu/Ben Yehoyada and the Chiddushei Aggados of the Maharal).

Is there any other reference, which would interpret aggada, preferably not al-pi derech pshat?

Thank you very much.

Answer

Among Rishonim, the Meiri often explains aggadah, and the Rashba wrote a commentary specifically on aggadeta. The sefer Ein Eliyahu is a multi-volume commentary on aggadah. Many aggadeta are also discussed by the Chida in his פתח עינים. R. Moshe Tzuriel also collected many commentaries on aggadah in his Leket Peirushei Aggadah

See also this article, especially n. 10 .