Just sounds normal to me - scrape it off best you can, some of the stuff on the rocker can be really caked on.
Normally for cleaning I'd go with petrol/paraffin or carb/brake cleaner denpending on what area you're doing. Not sure about the filter in the rocker - replacing it might be a good idea.