Preheat your oven to 400°F (200°C).
In a large mixing bowl, combine the olive oil, smoked paprika, garlic powder, onion powder, dried thyme, salt, and black pepper. Mix well to create a marinade.
Add the chicken thighs to the bowl and coat them thoroughly with the marinade. Let them sit for about 10 minutes to absorb the flavors.
In a large oven-safe skillet or baking dish, arrange the halved baby potatoes in a single layer. Place the marinated chicken thighs on top of the potatoes.
Pour the chicken broth around the chicken and potatoes, ensuring not to wash off the marinade.
Transfer the skillet or baking dish to the preheated oven and bake for 45-50 minutes, or until the chicken is cooked through and the skin is crispy.
If desired, broil for an additional 2-3 minutes at the end for extra crispiness.
Remove from the oven and let it rest for 5 minutes. Garnish with fresh parsley before serving.