Preheat the oven to 425°F (220°C).
Place the potatoes on a baking sheet lined with aluminum foil. Drizzle the potatoes with olive oil and sprinkle with garlic, thyme, oregano, basil, garlic powder, onion powder, black pepper, and red pepper flakes, if using.
Toss the potatoes to evenly coat them with the oil and spices.
Bake the potatoes for 20 minutes, or until they are golden brown and crispy on the outside and soft and fluffy on the inside.
Sprinkle the Parmesan cheese and parsley on the potatoes and bake for an additional 5 minutes.
Serve the Baked Garlic Parmesan Fries hot.