Manus: a general-purpose intelligence for autonomous end-user task delivery

General Introduction

Manus is a program of Monica The team has built a generalized AI intelligent body platform that is dedicated to transforming users' ideas into concrete results. It not only answers questions, but also autonomously analyzes task requirements and completes the whole process of operations from data collection to result delivery by invoking tools in the virtual environment (such as browsers, code editors, file processors, etc.). Whether it's analyzing stock trends, generating financial reports, planning a travel itinerary, or writing runnable code, Manus can efficiently execute and output visualized results. The platform uses a Multiple Agent System (MAS), runs in a cloud-based virtual machine, and has already outperformed OpenAI's Deep Research in GAIA benchmarks, demonstrating superior task processing capabilities. Currently, Manus is in the internal testing phase, and users can apply for the experience through the official website.

Manus is a different intelligent body, called China's first universal Agent, indeed. But he is still essentially a strengthened version of AgentGPT, Manus combines many of the more mature programs over the years, as a commercial product details have been polished, the actual implementation of the task effect compared to other experimental open-source product results are much better, Manus in the GAIA benchmark test in all three difficulty levels have achieved the best performance so far.

Manus in GAIA

Manus Library of Use Cases: https://manus.im/usecases

Function List

• Task automation: Automatically breaks down tasks and delivers results, such as research reports or data tables, based on user-entered requirements.
• Data Analysis and Visualization: Process uploaded data to generate charts, trend analysis or dashboards.
• market research: Searches the web for information, integrates data and outputs structured analysis.
• Travel planning: Generate detailed itineraries and travel brochures based on user preferences.
• Code writing and running: Generate code and test it, providing executable programs or scripts.
• File manipulation and organization: Unzip files, compare documents, and generate comparison tables.
• Page generation: Design and output display web pages on demand.
• multitasking: Supports simultaneous processing of multiple tasks to enhance work efficiency.

Using Help

Manus is a cloud-based AI intelligence platform that requires no local installation and is accessible to users via the web. It is currently in the internal testing stage and requires permission. Below is the specific operation guide:

Register & Login

1. Visit the official website: Open your browser and type https://manus.im/, go to the home page.
2. Apply for internal testing: Click the "Get Early Access" button on the home page and fill in your e-mail address and basic information.
3. Waiting for an invitation: After submitting your application, wait for the official email notification (usually a few hours to a few days). After receiving the invitation email, click on the link to set your account password.
4. Login Platform: Log in with your registered email and password to get started.

Main function operation flow

1. Automated mandate implementation

• procedure::
  1. After logging in, you will be taken to the task entry page.
  2. Enter a specific requirement in the text box, such as "Analyze Tesla stock price trends in 2024 and generate a report."
  3. Click "Submit" and Manus will automatically break down the task and call the tool to execute it.
  4. Upon completion of the task, the system prompts for the generation of results, which can be viewed online or downloaded (e.g. PDF, Excel).
• specificities: No human intervention is required throughout the process, and complex task decomposition is supported.
• typical example: Enter "Research the competitive landscape of the AI industry" to get a report with data and charts.

2. Data analysis and visualization

• procedure::
  1. Upload files (CSV, JSON, Excel, etc.) in the Data Analysis module.
  2. Enter an analysis goal, such as "Generate a bar chart of sales data".
  3. After submission, Manus processes the data and generates the visualization.
  4. Download the chart or embed it directly into a web presentation.
• finesse: Ensure that data formats are standardized and avoid null values to improve the quality of results.
• appliance: Merchants can upload order data to get quick analysis of sales trends.

3. Market research

• procedure::
  1. Enter the "Research" function area and enter a topic, such as "New Energy Market Trends 2025".
  2. Select the output format (text, table or chart).
  3. Once submitted, Manus searches the web and consolidates the information to generate the findings.
• dominance: Multi-source data integration with logical results.
• take: Companies can use it for competitive analysis or industry forecasting.

4. Travel planning

• procedure::
  1. In the "Travel Planning" module, enter the destination and time, e.g. "5 days in Paris".
  2. Add preferences (e.g., shopping, museums).
  3. Upon submission, Manus generates an itinerary and brochure with maps and recommendations.
• bright spot: Supports PDF export, suitable for printing or offline use.
• case (law): Enter "Osaka Food Tour" to get restaurant recommendations and route planning.

5. Code writing and operation

• procedure::
  1. Go to the Code Generation ribbon and enter a requirement such as "Write a Python data visualization script".
  2. Specify the language and details and click Submit.
  3. Manus generates code and runs tests, with the results delivered as files.
• take note of: You can download the code and optimize it manually.
• use: Programmers can quickly generate prototypes and save development time.

6. Documentation handling and organization

• procedure::
  1. Upload files that need to be processed (e.g., zip archives or multiple documents).
  2. Enter a requirement such as "Compare three insurance policies and generate a table".
  3. After submission, Manus decompresses, analyzes and outputs the collated results.
• dominance: Support batch processing to enhance efficiency.
• typical example: Upload contract documents to get a comparison table of key terms.

7. Web page generation

• procedure::
  1. In the "Web Design" module, enter a requirement, such as "Generate a web page that displays sales data".
  2. Upon submission, Manus automatically designs and generates a link to the web page.
  3. Web files can be previewed and downloaded.
• specificities: No programming knowledge is required to get the display page.
• appliance: Ideal for small displays or impromptu presentations.

Tips and Precautions for Use

• explicit descriptionThe more specific the task inputs, the more accurate the results. For example, "Analyze data" is not as effective as "Analyze e-commerce data for Q1 2024 and generate a line graph".
• network dependency: Some features require real-time networking to ensure stable connections.
• Results Saving: Download in a timely manner after the task is completed, the platform may not store the data for a long period of time.
• Feedback channelsIf you have any questions, please contact us through the official email address contact@manus.im Contact the team.

Featured Functions in-depth experience

• humanoid working model: Manus simulates human operations, such as browsing the web to extract information, unpacking files to organize data, and delivering intuitive and practical results.
• Asynchronous execution in the cloud: Tasks run in a cloud-based virtual machine where users can view progress at any time, making it suitable for time-consuming tasks.
• GAIA Test Leader: Manus outperforms OpenAI Deep Research in task solving in the General AI Intelligence Body Benchmark, proving its robust performance.

With the above steps, users can easily get started with Manus, whether it's to improve personal efficiency or handle corporate tasks with efficient support. The platform's simple interface and clear division of functions make it suitable for all types of users.