Travel in Tuscany - Tuscany Villas and Cottage Exclusive?

Tuscany is a region rich in art and monuments, nature and good food, it is described. But the price to book villas in Tuscany agency is high, so I would like anyone recommend a villa in Tuscany, some cottage in Siena or Pisa (where you can book directly without intermediaries).