The St Pancras workhouse operated from the 1730s until the mid-twentieth century. Workhouses.org has an extensive history of the workhouse: https://www.workhouses.org.uk/StPancras/

In London Labour and the London Poor:

Of the Blind Street-sellers of Tailors’ Needles, etc. (Volume 1)