Manus Desktop App Directly Challenges OpenClaw for Local AI Agent Dominance

Meta's AI agent subsidiary Manus has moved from the cloud to the desktop. CNBC launched a Mac and Windows application called "My Computer" on March 17, bringing its general-purpose AI agent from a web-only interface to direct control of a user's local files, applications, and tools.

The move puts Manus in direct competition with OpenClaw, the open-source AI agent that has exploded in popularity over the past two months. Both platforms give agents the ability to read, edit, and organize files; launch applications; and execute multi-step tasks on a personal device. The key difference is the model: OpenClaw is free and open-source under an MIT license. Manus is primarily a paid subscription service.

The timing is notable. Manus was acquired by Meta in December 2025 for a reported $2 billion. That deal is currently under scrutiny by Chinese officials, who are investigating whether it violates technology export controls — Manus was founded in China before relocating its headquarters to Singapore. Meta said in a statement that its acquisition "complied fully with applicable law" and that the team anticipates "an appropriate resolution to the inquiry." Meanwhile, OpenClaw's founder, Austrian developer Peter Steinberger, was hired by OpenAI — Meta's direct competitor in the consumer AI space.

Manus's approach to the security question differs from the open-source norm. The "My Computer" app requires explicit user approval before executing any task, with options for one-time approval ("Allow Once") or trusted recurring actions ("Always Allow"). That places a permission gate between the agent and the machine, a design choice that may appeal to enterprise users spooked by incidents like the ones Meta has experienced internally.

Jensen Huang has called OpenClaw the "next ChatGPT" — a characterization that underscores how quickly the desktop agent paradigm has moved from experiment to cultural phenomenon. Manus is Meta's answer: a proprietary, permission-gated agent with the backing of one of the world's largest tech companies.

Whether the proprietary model can compete with the momentum of an open-source project that has already attracted hundreds of thousands of users is the open question.