Their last senior fixture was a Glasgow Celtic Society Cup match against Tayforth in the spring of 2004.

Since 2004 amid the advent of summer shinty, the club's fortunes suffered a downturn on the park, although membership stayed steady.

Glasgow failed to reach a Littlejohn final or challenge for the league between 2005 and 2010 as an exceptionally strong Strathclyde side swept all before them.

[1] The club reached the final again in 2012 but they were thwarted by Edinburgh, who won their first trophy in 26 years, Glasgow's drought now lasting since 2002.

In 2015 the club won the University league, notably completing the double over a Strathclyde team that went on to win the Littlejohn that year.