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What Is Manus AI, and How Does an AI Agent Work?

Manus AI is software for multi-step digital tasks. Here’s how its Chat and Agent modes work, what it can do, and what to know before relying on it.
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Manus AI is software designed to carry out multi-step digital tasks, from research and file work to creating websites, slides, code and videos. It offers a Chat Mode for direct responses and an Agent Mode that Manus says can plan and complete more involved tasks using credits. An AI agent is best understood as software that pursues a goal through actions and tools—not as a chatbot with a universally agreed technical label.

What is an AI agent?

An AI agent is software that receives a goal and takes steps toward it by interacting with an environment. Depending on the system and permissions, its tools might include a browser, files, code execution, apps or APIs. A typical workflow is to interpret the goal, break it into subtasks, take an action, inspect the result and continue or adjust.

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That is a useful working description, not a settled definition. A 2026 review of AI-agent criteria notes that there is no widely accepted definition; it discusses dimensions such as environmental interaction, autonomy, goal-directed behavior, learning and adaptation, and continuity over time. Systems can therefore fall along a spectrum rather than dividing neatly into “chatbot” and “agent.” Read the review on arXiv.

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How does Manus AI work?

Manus presents two ways to interact with it. In Chat Mode, a user asks questions or discusses a topic and gets a direct response. In Agent Mode, the user describes a more complex outcome and Manus says it plans and carries out the task. That distinction is about the intended workflow, not a guarantee that every task will be completed accurately or without user review.

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Mode Intended use, according to Manus Credit use
Chat Mode Instant answers, discussion, brainstorming, recognition of images and PDFs or text files, and online searches Manus says conversations do not consume credits
Agent Mode More complex tasks, including creating websites, slides and videos Manus says it consumes credits

These descriptions come from Manus’s help page on Chat Mode and Agent Mode. The labels do not mean that Chat Mode never uses tools or that Agent Mode works independently of user direction: the user supplies the request, and particular features may require access or authorization.

What can Manus do?

Manus’s product materials describe a range of digital creation and automation work, including documents, spreadsheets, PDFs, presentations, websites, code, games and videos. Its API documentation also describes programmatic task creation and management, project instructions, file attachments, webhooks, skills and agent configuration. These are vendor-described capabilities, not independent evidence that a task will succeed in every case.

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Work through the API

Developers can use the Manus API documentation to build workflows that create and manage tasks programmatically. An API workflow can be useful when an agent task needs to fit into another application or process, but it requires implementation work and does not remove the need to decide what the system may do and how results should be checked.

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Work with a local computer

Manus’s “My Computer” feature can, when enabled and granted access to specified local folders, use command-line tools to read, analyze and edit files and launch or control local applications. This is permissioned access—not evidence that Manus automatically has unrestricted access to everything on a computer. The feature’s behavior and scope are described in the Manus Help Center.

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What should you check before relying on an agent?

Multi-step actions can save effort, but they also introduce points where the system may misunderstand a goal, use an unsuitable source, make an incorrect edit or produce an incomplete deliverable. For any agent, it is sensible to match the task’s risk to the access granted and review important results before relying on them.

  • Scope: Be specific about the intended result, constraints and what the agent should not change.
  • Permissions: Grant only the files, folders, apps or API access needed for the task.
  • Review: Check factual claims, calculations, code, edits and external actions; a completed workflow is not proof of correctness.
  • Reliability evidence: Look for independent success-rate results with clear task types and test conditions. The Manus materials cited here describe features but do not establish a generally applicable independent task-success rate.

How do you access Manus, and what does it cost?

Manus is software, not a standalone robot or a device that requires special hardware. It is available through web, desktop and mobile surfaces, and its API supports programmatic workflows. Manus’s help page lists Free, Pro and Team plans; it says Free includes Chat Mode and Manus 2.0 Lite in Agent Mode, while Pro offers additional agent modes and higher monthly credits. Plan pricing, credits and entitlements can change, so check the current pricing page and checkout details before choosing a plan.

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What is Manus’s relationship with Meta?

The status is not straightforward. On December 29, 2025, Manus announced that it was joining Meta and said subscriptions would continue through its app and website. The announcement reported more than 147 trillion tokens processed and over 80 million virtual computers created; those are company-reported usage figures, not measures of accuracy or successful task completion. Read Manus’s announcement.

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On April 27, 2026, the Associated Press reported that China had blocked Meta’s acquisition of Manus and required the parties to withdraw. The AP also reported that Manus’s website still described the company as part of Meta at that time. These conflicting developments mean the available reporting does not establish a simple, settled account of current ownership or the deal’s operating consequences. Read the Associated Press report.

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