Hello, There might be slight infection in the gum, therefore there is itching of gums, you need to get scaling done once then use the gum paint for permanent relief.
Next Steps
If you are unable to visit a dentist, do salt water rinsing and you can use chlorhexidine gluconate gel over that particular area of itching, thrice a day, apply after food and leave it for an hour and then wash.