Green’s Dictionary of Slang

Ludgate bird n.

[Ludgate Prison, which housed mainly debtors]

a bankrupt, one who has been imprisoned for bankruptcy.

[UK]J. Clarke Paraemiologia 245: A Lud-gate bird.