Season the chicken thighs with salt, pepper, herbes de Provence, and dried thyme. Heat olive oil in a large skillet over medium-high heat and brown the chicken for about 5 minutes.
Add the chicken broth, green olives, and capers. Bring the mixture to a simmer, then cover and cook for 25-30 minutes, or until the chicken reaches an internal temperature of 165°F.