Cervical polyps are benign tumors from the endocervical epithelium, presenting in various shapes and colors. They are primarily covered by endocervical epithelium, which may undergo squamous metaplasia, while the stroma comprises loose fibrous tissue with glands. Additionally, pre-invasive and invasive stages of cervical neoplasia and carcinoma are characterized by specific macroscopic and microscopic features, with invasive carcinoma displaying irregular nests of neoplastic squamous epithelium.