Sounds like you have a probem with ticking over at idle. Suggest cleaning or replacing spark plugs, whilst youre at it have a look at the air filter too - this might be dirty and causing the soiling on spark plugs, if so replace.
If however the spark plugs are spanking clean and you still have a problem, suggest you investigate the timing, clean distributor, leads, battery connections etc with a spray of WD40.