I agree with the OP that with the exception of singers, women have been underrepresented in jazz. Perhaps that is starting to change. Here are a few from the past to highlight:
Mary Lou Williams - Brilliant writer, arranger, and pianist for Andy Kirks’s hard swinging band. After the big band era she adapted easily to modern jazz styles and was an influence on Thelonious Monk and Bud Powell who as young musicians used to hang out at her apartment in NYC.
Mary Osborne - Great guitarist who learned directly from Charlie Christian himself! Participated in early be-bop sessions. She didn’t record much but her few tracks are worth seeking out. On YouTube you can see her accompany Billie Holiday.
Lil Hardin Armstrong - Going way back in jazz history, Lil wrote several of Satchmo’s most popular early songs and played piano as well on recordings.
Back to singers, I’m also a big fan of Cassandra Wilson.
Anita O’Day is not as well known today but I think that she’s one of the great jazz singers. Her 50’s Verve recordings are wonderful. Watch her perform Sweet Georgia Brown and Tea for Two from “Jazz on a Summer’s Day” and be amazed.

