nutshellai-tech/mobius

What it solves

Mobius addresses the limitation of static AI tools by providing a "self-evolving" Agent OS. It eliminates fragmented communication and toolsets by unifying teams, AI agents, diverse compute resources (GPUs, cloud servers, embedded boards), and applications into a single, traceable workspace.

How it works

Mobius acts as an operating system for agents that can rewrite its own code, UI, and plugins based on user input, such as change requests, screenshots, or reference links. It uses a natural-language interface called XiaoMo to manage projects and launch agents. The system is model-agnostic, allowing users to swap between different LLMs (like GPT, Claude, or GLM-5.2) depending on the task. It connects to hardware and remote servers via SSH and AIMUX to orchestrate tasks across a network of devices.

Who it’s for

It is designed for teams and individuals who need to manage complex, multi-agent workflows, conduct autonomous research, or build a customizable AI-driven productivity environment that evolves with their specific needs.

Highlights

• Self-Evolution: Ability to update its own codebase and UI in the background based on user requests.
• Auto Research: Orchestrates multiple agents into a pipeline for reading papers, running experiments, and extracting results.
• XiaoMo Interface: A natural-language assistant available via Web, PC, and mobile apps to control the entire system.
• Resource Orchestration: Connects browsers, terminals, GPU clusters, and workstations into one task network.
• Self-Incubating Extensions: Generates new functional extensions (e.g., financial dashboards, PPT makers) on the fly.