Madanapalle is moderately safe for solo female travelers. Most locals are helpful and friendly, but as is common in many other cultures, some conservative areas might not be accustomed to women traveling alone. It's always recommended to stay vigilant, be aware of your surroundings, dress modestly in respect to the local customs and avoid roaming around isolated areas at night.