If I've increased the memory allocation and still get error 137, what should I check next?

If increasing memory doesn't fix it, check for memory leaks within your server. Mods and plugins are common culprits. Try removing recently added mods/plugins one by one to see if the error disappears. Also, ensure your server isn't running alongside other resource-intensive applications that might be competing for memory.