Musical-Agent-Systems offers a modular architecture where each musical agent encapsulates behavior models, event schedulers, and synthesis controllers. Users define agents via configuration files or code, specifying generative algorithms, response triggers, and communication protocols for ensemble coordination. The system supports real-time performance through efficient scheduling, enabling dynamic adaptation to external inputs or other agents' outputs. It includes core modules for pattern generation, machine learning–based style modeling, and MIDI/Open Sound Control (OSC) integration. With extensible plugin support, developers can add custom synthesis engines, analysis tools, or AI models. Ideal for academic research, interactive installations, and live algorithmic performances, the framework bridges computational creativity and practical music-making workflows.

Octavee is an innovative platform that leverages AI technology to assist users in composing, refining, and analyzing their music. Users can generate unique compositions instantly, adjust tonality with automation, and receive detailed music analysis. The platform supports various digital audio workspaces (DAWs) and provides a library of popular prompts to spark creativity. Whether you are a seasoned producer or a novice, Octavee aims to enhance your music-making experience and productivity.

Musci is an AI-powered platform that transforms the music creation experience by offering a variety of tools that assist artists in composing, collaborating, and enhancing their music. It utilizes intelligent algorithms to suggest improvements, help in genre exploration, and facilitate real-time collaboration between musicians. Whether you're a beginner or a professional, Musci makes music development intuitive and accessible.