Meta Muse Explained: Features and How It Works

Learn how Meta Muse handles tasks across the web and connected apps, with an overview of its features, pricing, privacy controls, and an alternative for research and content creation: Kimi AI Agent.

11 min readUpdated: 2026-11-10
The complete guide of Meta Muse

Meta Muse is a personal AI agent developed by Meta that can carry out multi-step tasks across the web and connected apps. It combines AI reasoning with tools for browsing, email, planning, and other supported actions. To understand what the agent offers, it helps to look at its main functions, how they work, and the types of tasks they can be used for. This article covers the key features and capabilities of Meta Muse.

What is Meta Muse

Meta Muse is a personal AI agent developed by Meta. It is designed to handle tasks through a combination of AI reasoning, browser access, virtual computer operations, and connected apps. Users can give it instructions for tasks such as browsing websites, managing emails, planning trips, and making purchases. It can also retain relevant information from previous interactions and work on tasks that involve multiple steps, with progress updates provided along the way.

How does Meta Muse work

Meta Muse breaks user instructions into steps, uses available tools to carry them out, and can continue working on longer tasks in the background. Its workflow typically includes the following stages.

  • Understand user instructions

First, Meta Muse analyzes the user's request to identify the intended goal, requirements, and relevant details. It may also use information from previous conversations to interpret preferences or maintain context for ongoing tasks.

  • Break tasks into smaller steps

After interpreting the request, Meta Muse determines the actions needed to address it. For multi-step tasks, it can organize the work into smaller stages, identify the information and tools required, and establish an order for carrying out the actions.

  • Use tools to perform actions

Meta Muse can access a built-in browser, a virtual computer, and connected applications to perform different operations. These include browsing websites, working with files, checking emails, and interacting with supported services. It can also coordinate multiple subagents to handle separate parts of a task.

  • Request approval for certain actions

Meta Muse uses a separate security agent called Sentinel to govern connector actions and all outbound network requests. Sentinel applies user permissions to allow or block an action, or request approval. Actions within an existing permission grant may proceed without another prompt.

  • Continue tasks and report progress

For tasks that take longer to complete, Meta Muse can continue working in the background without requiring the user to keep the app open. It tracks task progress and may send updates or request additional input when necessary. Users can review these updates and respond when further instructions are needed.

Key features of Meta Muse

Meta Muse includes several capabilities for task execution, memory, app integration, and security. Its main features include:

  • Autonomous task execution

Muse can handle multi-step tasks by browsing websites, gathering information, managing files, and performing actions toward a specified goal. It can also continue executing tasks in the background.

  • Personalized assistance and memory

Muse can retain information from previous conversations, such as user preferences and ongoing requirements, and use it as context for subsequent interactions. Users can review and edit some of the stored information.

  • Cross-app integration

Muse connects with external applications and services through connectors, including email, calendar, and shopping platforms. These integrations allow it to access information and perform supported actions across connected services.

  • Proactive suggestions and goal tracking

Muse can monitor ongoing tasks and goals, provide progress updates, and send notifications when relevant information becomes available. Examples include tracking flight prices, organizing events, and following project progress.

  • Secure cloud-based execution

Muse operates in an isolated Linux virtual machine (VM) with its own browser, files, and working environment. It can use this environment to browse websites, run code, and manage files. Security controls are also used to restrict certain operations.

  • Human oversight and privacy controls

Sentinel is a separate security agent that governs connector actions and all outbound network requests. It can allow or block requests, or ask for user approval, according to the user's permissions. Users can also manage connected-service access and review stored information.

What can you do with Meta Muse

Meta Muse can be used for a range of tasks involving online research, personal organization, and connected applications. Common use cases include:

  • Shopping and price negotiation

Meta Muse can browse shopping websites, look up product specifications, compare prices, and identify products based on specified requirements. With supported payment integrations, it may also assist with purchases after receiving user approval.

  • Email and communication management

Muse can access connected email accounts to read messages, summarize conversations, identify important information, and draft replies. Sending messages depends on the permissions granted by the user.

  • Travel planning and booking

Muse can research flights, compare hotel options, check calendar availability, and organize travel itineraries. It may also assist with reservations through supported booking services, with user approval required for certain transactions.

  • Personal finance and bill management

When connected to supported financial services, Meta Muse can help organize bills, review expense information, track payment reminders, and compare service costs. The available functions depend on the integrations and account permissions.

  • Health, fitness, and personal goals

Muse can assist with organizing fitness routines, planning meals, and tracking personal goals. It can also use relevant preferences from previous interactions when preparing schedules or activity plans.

  • Daily planning and organization

Muse can access connected calendars, organize tasks, manage project information, and coordinate activities across supported applications. It can also track ongoing tasks and provide updates when further action or input is needed.

Meta Muse pricing and free limits

Meta Muse is available for free with a usage limit. Paid subscriptions increase the weekly usage allowance, as shown below.

PlanMonthly price (USD)Usage allowance
Free$0Limited usage; the official subscription page does not specify a numeric allowance.
Power$20500 million Muse tokens per week
Maximum$1003 billion Muse tokens per week

If users reach the free usage limit, they can wait for it to refresh or upgrade for more usage. Subscriptions renew automatically each month unless canceled.

Muse and its subscriptions are in limited testing and are not available in all locations. Subscription benefits may vary by region and account. To subscribe, users need a Meta account, must be in a supported country, and must be at least 18 or the age of majority in their country.

Note: Last checked: November 7, 2026. Pricing, usage allowances, and availability may change. See the official Muse subscription page for current details.

Is Meta Muse safe? Privacy and security considerations

Because Meta Muse can access connected apps and perform actions, its security depends on factors such as execution isolation, account permissions, and data handling. The following are key considerations.

  • Dedicated and isolated execution environment

Meta Muse operates inside an isolated Linux virtual machine (VM) with its own browser, files, and tools. This separates its working environment from other users' environments. However, isolation does not necessarily mean Meta cannot access information within the environment.

  • Credential and payment protection

Meta Muse uses security measures when interacting with connected services and handling payment information. For eligible purchases, it supports Stripe's Link payment system, including one-time-use card functionality. The available payment protections depend on the transaction method and supported services.

  • User permissions and approval controls

Users can configure what Meta Muse is allowed to do with connected services. Its separate security agent, Sentinel, governs connector actions and all outbound network requests. It can allow or block an action, or request user approval, based on the applicable permissions. Users can change access or disconnect services.

  • Data privacy and conversation controls

Meta Muse provides controls for conversation history, stored memory, and connected app access. Users can review or delete conversations, edit stored memory, and manage connected services. According to Meta, conversations and task-execution data may be used to train its models after processing to remove key personally identifiable information; users can opt out in Muse settings. Data shared with third-party services is also subject to their privacy policies. These controls reduce some risks, but do not eliminate mistakes or prompt-injection attacks. See Meta's safety and privacy explanation for details.

An alternative to Meta Muse: Kimi AI Agent

For readers exploring alternatives to Meta Muse, Kimi offers agent tools for research, writing, data analysis, presentation creation, and website development. Its Agent mode can plan tasks and use tools to produce deliverables, while Agent Swarm mode can coordinate multiple sub-agents to work in parallel. The following overview introduces these capabilities and shows a website-building example.

Interface of Kimi AI Agent

Key features

  • Autonomous task execution: Kimi AI Agent understands user goals and breaks complex requests into manageable steps. It can call relevant tools to conduct research, analyze data, create designs, and develop websites, adjusting its approach based on task progress and results.

  • Multi-agent collaboration: Kimi's Agent Swarm mode enables multiple specialized AI agents to work on different parts of a complex task in parallel. It supports large-scale information retrieval, batch processing, and long-form content creation, coordinating the agents' outputs into a unified result.

  • Multimodal understanding: Kimi AI Agent processes different types of input, including text, images, PDFs, and spreadsheets. It extracts relevant information from multiple sources and connects different data points to support comprehensive research, analysis, and content creation.

  • Versatile task capabilities: Kimi AI Agent supports a wide range of tasks, including Deep Research, document processing, data analysis, presentation creation, and website development. It can turn user instructions and source materials into practical deliverables such as research reports, office documents, data visualizations, presentations, and websites.

How to use Kimi AI Agent

The example below shows how to use Kimi Agent to create a website from a written brief. Describe the site, provide relevant materials, and review the generated result before using or publishing it.

Step 1: Define your task and provide instructions

Open Kimi AI Agent and describe what you want to create. Include the purpose, target audience, preferred design, and key features so Kimi understands your requirements.

Example prompt:

Create a professional, responsive website for a sustainable energy startup called GreenVolt that offers solar and wind energy solutions. Use a clean white background, deep navy text, green accents, and modern typography. Include a homepage, company overview, services, project highlights, customer testimonials, and a contact form. Add simple navigation, clear call-to-action buttons, and a mobile-friendly layout. Build the complete website, ensure all sections work properly, and make the design easy to navigate.
Define your task and provide instructions

Step 2: Let Kimi AI Agent plan and execute the task

In Agent mode, Kimi analyzes the brief, plans the work, and uses tools to generate and refine the website. If you use Agent Swarm mode for a suitable task, Kimi can coordinate multiple sub-agents to work on parts of the project in parallel. Agent Swarm availability and credit usage depend on your plan.

Let Kimi plan and execute the task

Step 3: Review and refine the results

Check the final result and see if it meets your expectations. If anything needs improvement, give Kimi additional instructions to adjust the design, fix errors, or add missing features.

Review and refine the results

Conclusion

AI agents can handle a range of tasks, from personal organization to multi-step workflows involving different applications. Meta Muse is one example, with capabilities for task execution, app integration, memory, and background processing. Its suitability depends on the tasks, integrations, and level of user control required. Other AI agent tools, such as Kimi AI Agent, offer different capabilities, including research, content creation, and website development.

FAQ

Meta AI is primarily designed for conversational tasks, such as answering questions, generating content, and providing information. Meta Muse is designed for task execution, including planning multi-step activities, browsing websites, and interacting with connected applications. The main distinction is that Meta AI focuses primarily on conversational assistance, while Meta Muse also supports actions across different tools and services.
Meta Muse can perform certain multi-step tasks independently after receiving instructions. It can plan actions, access connected tools, and continue working in the background. However, some operations, particularly those involving sensitive information or transactions, may require user approval. The level of human oversight depends on the task and its permission requirements.
If you're looking for an alternative to Meta Muse, Kimi AI Agent is worth exploring. It can handle complex research, multi-step tasks, information gathering, and content creation, helping users manage a wide range of personal and work-related activities. Its agent capabilities make it a flexible option for users who want more than a traditional AI assistant.
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