Best collaborative music AI tools

Riff is an AI-powered music editor and collaborative platform designed to make music creation intuitive and fun. Backed by Y Combinator, it combines a user-friendly interface with powerful AI tools, like a chatbot for edits and intelligent sample search, to help both beginners and experienced producers bring their musical ideas to life.

Soundverse is a powerful, all-in-one AI music creation platform. Generate full songs with vocals from text, create instrumental music, separate stems, write lyrics, and more. Designed for artists, producers, and content creators, it features mobile apps and a robust API for developers.