Add the peas, chicken broth, and curry powder. Increase heat to high and bring to a boil. Reduce heat to low, cover, and cook at a simmer until the peas are tender and not holding their shape any longer, 45 to 50 minutes. Taste and adjust seasoning as needed. Using an immersion blender, puree the soup until it reaches your desired consistency. Watch out for hot splatters.