Short for bluestocking, n. Frequently derogatory. Now historical.
A ‘blue-stocking,’ a literary lady.
Originally: a person, esp. a woman, who is a member of the bluestocking circle (see sense A. 2a). Hence: a woman devoted to literary, scholarly…
humorous. A blue-stocking, a ‘blue’.