Try the local wine at ViniMompox Cra 3 No. 20-34, where they sell various wines made of banana, guayaba, mamon, orange and tamarindo.
Buy silver jewelery at various workshops around the Calle Real del Medio. Gold jewellery is also produced, but is less common.