The Mukhyamantri Shramik Yojana provides benefits to unorganized workers, including life and disability insurance cover, accident insurance cover, and scholarships for eligible beneficiaries' children. Interested individuals can apply online or offline by providing personal details and documents. Successful applicants receive these benefits to enhance their well-being.