Manus Moves In: AI Agents Are Now Living on Your Laptop

Your AI assistant used to live in the cloud — politely waiting behind a browser tab. Now it wants to move in.

Manus, the AI agent startup acquired by Meta for $2 billion in December 2025, launched a desktop application on Monday that takes its AI agent off the web and onto your personal computer. The new 'My Computer' feature lets Manus read, edit, and organize your local files, launch applications on your machine, and execute complex multi-step tasks — all without routing your data through a web interface first.

It's a small UI update on the surface. Underneath, it signals a meaningful shift in where AI agents operate and how much access we're willing to hand them.

The Local Race Nobody Saw Coming

To understand why this matters, you need to know about OpenClaw. Created late last year by Austrian developer Peter Steinberger, OpenClaw is a free, open-source AI agent that runs directly on your device. No subscription. No cloud dependency. MIT license. It spread fast.

Nvidia CEO Jensen Huang called it "the next ChatGPT" on CNBC's Mad Money. Steinberger himself was subsequently hired by OpenAI — one of Meta's chief rivals — giving OpenClaw a kind of institutional credibility that's hard to ignore.

For Manus, the message was clear: cloud-only agents have a ceiling. If you can't touch a user's local files, you can't handle the messiest, most valuable work — the thousands of unorganized photos, the sprawling code projects, the offline documents. The desktop app is Manus's answer to that gap, and a direct challenge to OpenClaw's early-mover advantage in the local agent space.

The key difference? Manus is primarily a paid subscription service. OpenClaw is free. That's not a minor footnote — it defines who each product is built for.

What It Can Actually Do (And What That Means)

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According to Manus, 'My Computer' can organize thousands of images on a hard drive, build a working app within minutes through coding integrations, and control applications already installed on your machine. This stacks on top of existing Manus features: Google Calendar sync, Gmail integration, and connections to various third-party platforms.

In practical terms, this is an AI that can act like a highly capable assistant who has the run of your office — not just someone you call on the phone. The productivity upside is real. So is the exposure.

Security researchers have already flagged concerns about local AI agents like OpenClaw: once an agent has file-system access, the blast radius of a mistake — or a breach — is much larger than a cloud-based tool. Manus says it requires explicit user approval before executing any task, with options to "Allow Once" or "Always Allow" for recurring actions. But "Always Allow" is, in effect, a standing permission slip. How many users will actually read the fine print before clicking it?

The Geopolitical Wrinkle

There's a layer to this story that goes beyond product features. Manus was founded in China before relocating its headquarters to Singapore. Chinese authorities are reportedly investigating Meta's $2 billion acquisition for potential violations of technology export controls — a probe that could complicate the company's ability to expand globally.

Meta has said the acquisition "complied fully with applicable law" and expects "an appropriate resolution." But in a political climate where data sovereignty and cross-border AI access are live regulatory concerns — particularly in Washington and Brussels — the scrutiny isn't going away soon.

For enterprise customers considering Manus for sensitive workflows, the question isn't just "can this AI handle my files?" It's also "where does the data ultimately flow, and under whose jurisdiction?"

Who Wins, Who Watches Nervously

The beneficiaries of this shift are clear: power users who juggle complex workflows across dozens of files and apps, developers who want an AI coding assistant embedded in their local environment, and businesses that need AI to operate on sensitive data without sending it to external servers.

The ones watching nervously? Competitors who haven't made the local leap yet. Enterprise software vendors whose value proposition rests on being the system of record. And regulators in the EU and US who are still writing the rules on what AI agents are allowed to do on personal devices.

For investors, the local agent space is still early and fragmented. OpenClaw's open-source model makes it hard to monetize directly, which is partly why Steinberger landed at OpenAI. Manus's subscription model gives Meta a cleaner revenue path — but also a higher bar for user acquisition against a free alternative.