Search the historical London street directory, and London pub history site including early street addresses in London through the Victorian pub history of London. This search engine is not brilliant, try address searches in the main google search to get better results. Searches on people names do appear to work, I think. Let me know!
The South side of Rochester Row would match with New Rochester Row in 1851, when no licensed premises or beer retailers are listed. In 1856, there were two beer retailers at 45 Rochester Row and also at 28 Rochester Row. That at number 45 is closest to the church, and could be the Cabin, previously known as John Bulls Cabin.
Westminster St John index
A listing of historical London public houses, Taverns, Inns, Beer Houses and Hotels in Westminster, St John - London. The Westminster - St John, London listing uses information from census, Trade Directories and History to add licensees, bar staff, Lodgers and Visitors.
The following entries are in this format:
Year/Publican or other Resident/Relationship to Head and or Occupation/Age/Where Born/Source.
29th Jan 1861 / License transfer from John Rowell to William Beadle
/../../../ The Era *
1869/Wm Beadle/../../../Post Office Directory ****
1881/Thomas Grinham/Licensed Victualler/44/Godstone, Surrey/Census ****
1881/Elizabeth Grinham/Wife/44/Burcott, Buckingham/Census
1881/Henry Thos Grinham/Son/11/Streatham, Surrey/Census
1881/Elizabeth Grinham/Daughter/9/Streatham, Surrey/Census
1881/Adelaide Grinham/Daughter/4/Streatham, Surrey/Census
1882/Benjamin William Jones/../../../Post Office Directory ****
* Provided By John Hills
**** Provided By Kevan