# MAxPrototyper: A Multi-Agent Generation System for Interactive User Interface Prototyping

arXiv: https://arxiv.org/abs/2405.07131 · HTML: https://mlsanity.com/paper/2405.07131/

## Key facts

- Cited by 6 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 12 May 2024.

## Built on by (most cited first, 6 of 6)

- [Creativity in LLM-based Multi-Agent Systems: A Survey](https://mlsanity.com/paper/2505.21116/) (2025)
- [CRMAgent: A Multi-Agent LLM System for E-Commerce CRM Message Template Generation](https://mlsanity.com/paper/2507.08325/) (2025)
- [CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Design](https://mlsanity.com/paper/2511.20737/) (2025)
- [APD-Agents: A Large Language Model-Driven Multi-Agents Collaborative Framework for Automated Page Design](https://mlsanity.com/paper/2511.14101/) (2025)
- [Beyond Prototyping: Autonomous, Enterprise-Grade Frontend Development from Pixel to Production via a Specialized Multi-Agent Framework](https://mlsanity.com/paper/2512.06046/) (2025)
- [Enabling Creative Exploration for Vibe Design Agents](https://mlsanity.com/paper/2609.15078/) (2026)

## Abstract (arXiv)

In automated user interactive design, designers face key challenges, including accurate representation of user intent, crafting high-quality components, and ensuring both aesthetic and semantic consistency. Addressing these challenges, we introduce MAxPrototyper, our human-centered, multi-agent system for interactive design generation. The core of MAxPrototyper is a theme design agent. It coordinates with specialized sub-agents, each responsible for generating specific parts of the design. Through an intuitive online interface, users can control the design process by providing text descriptions and layout. Enhanced by improved language and image generation models, MAxPrototyper generates each component with careful detail and contextual understanding. Its multi-agent architecture enables a multi-round interaction capability between the system and users, facilitating precise and customized design adjustments throughout the creation process.