MGX (Now Atoms)
The World's First AI Dev Team
Start new thread
LuoSays

MGX (Now Atoms) - The first AI dev team

by
•
MGX (now Atoms) is a multi-agent AI platform based on real software SOPs. Chat with the AI team leader, product manager, architect, engineer, and data analyst 24/7 to create websites, blogs, shops, analytics, games, or anything else you want to try.

Add a comment

Replies

Best
BertramRay

MGX is a bold experiment, attempting to replace costly human labor in software development with AI agents. I’ve used MGX for some time now, but the current version is far from mature—issues like excessive token consumption, a development process that struggles to converge (a problem exacerbated by MGX’s reliance solely on natural language interaction), and its apparent unpreparedness to handle a sizable user base have created friction. Server instability and a fragile payment mechanism drive many users to churn quickly after onboarding. While positioned against Devin, MGX falls short when compared to tools like Cursor and Trae, lacking the polish to compete. That said, for a startup team, MGX has already managed to pique user interest. Many of its current shortcomings will likely be addressed over time. It’s encouraging to see the MetaGPT team’s relentless efforts in this space, and I’m confident they’ll improve. The natural language programming arena is vast enough to accommodate multiple contenders.

Mike
Maker

@bertramray 
Thank you for this incredibly detailed and constructive feedback! Your insights are invaluable for our continuous improvement journey.

We've been actively addressing the points you raised through several iterations. Token consumption has been significantly optimized, server infrastructure expanded, and concurrent processing enhanced to provide a more stable experience.

Regarding the comparison with Cursor and Trae - you're right that MGX takes a distinct approach by focusing purely on natural language programming. This is a deliberate choice based on our conviction that natural language will be the future of human-AI collaboration in development. While this path presents unique challenges, it also opens up new possibilities.

We've also introduced practical features to bridge the gap between natural language and traditional coding:

  • The 'inspect' function enables one-click resource switching and immediate access to element code references for targeted modifications

  • Our 'editor module' supports both direct code editing and documentation updates, providing flexibility when needed

Your observation about the market being large enough for multiple approaches resonates deeply with us. We're committed to our vision while continuously refining our execution based on valuable feedback like yours.

We'd love to hear more about your experience and specific use cases. Feel free to reach out to our team directly - your insights help shape our development priorities. 🙏

David
Maker

@bertramray Thank you for your continued deep dive into MGX—your insights are incredibly valuable! We're doubling down on refining the development process to improve convergence and boost success rates. Think of it as giving our AI a bit more ‘wisdom’ so it doesn’t burn through tokens like an over-caffeinated coder. ☕💨

To make MGX smarter, we’re working on embedding more project-level development insights into the system—helping it not just execute, but also think and learn like an experienced engineer. At the same time, we're optimizing trajectory self-learning and iteration during the development process, so MGX can adapt and improve dynamically.

We’re also excited to integrate more of our existing academic research into the system to level up performance such as Self-Supervised Prompt Optimization，FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval and AFlow: Automating Agentic Workflow Generation.
Appreciate your patience and feedback—it keeps us on our toes and pushing forward!

Shushant Lakhyani

Wow, I think startups with small teams would surely love to use this

Mike
Maker

@shushantlakhyani 
Absolutely! That's one of our key use cases - helping small teams and startups achieve more with limited resources. MetaGPT's multi-agent system acts like additional team members, handling everything from planning to implementation. Thank you for highlighting this important point! 🚀

David
Maker

@shushantlakhyani Thanks for your recognition! For team users, MGX acts like a productivity booster, helping to fill talent gaps where needed. Each team member can even assign specific agents to assist with their tasks—just like having an AI assistant or intern!

We’re especially excited to hear feedback from this perspective, as each MGX agent is highly specialized in their domain. Join our Discord community(https://discord.gg/ZRHeExS6xv) to connect, share insights, and discuss your experiences!

Emma
Maker

@shushantlakhyani We’d love for you to dive into MGX and see what’s possible! Here’s a selection of popular templates from App World to get you started: 🎨 Art Portfolio: https://art-portfolio-xn11wn-v3.mgx.world 🎮 Interactive Game: https://flappysnake-v2.mgx.world 📊 Data Dashboard: https://chart-js-dashboard-bbn89v-v1.mgx.world 🌐 Personal Site: https://alex-portfolio-yhx5c3-v1.mgx.world

These examples are just the beginning—you can Remix any template and quickly turn it into your own unique project. Can’t wait to see what you build! Feel free to share your thoughts with us anytime.

David
Maker

@shushantlakhyani Thank you for your thoughtful feedback! 🙌 We designed MGX with startups and small teams in mind, aiming to provide tools that simplify workflows and amplify productivity. We're excited to see how it supports teams like yours in achieving big results! 🚀

Wood Peng

MGX looks like a game-changer! The multi-agent approach, mirroring real software SOPs, is a clever way to streamline development. I'm excited to see how this simplifies creating complex projects like websites and games. Definitely upvoting!

Mike
Maker

@peng_wood Thank you for the upvote and your insightful observation about our multi-agent approach! 🙌

You're right about the SOP-driven development - we've found it makes complex projects much more manageable. You can see this in action through some of our user-created projects:

What kind of project would you like to build? Join our Discord community (https://discord.gg/ZRHeExS6xv) to share your ideas and see what others are creating! ✨

David
Maker

@peng_wood Thanks for your support! In MGX, the team leader acts as a coordinator, assigning tasks to specialized agents based on their expertise—just like in a real development team, with product managers, architects, engineers, and more. This ensures that each part of the development process is handled by the best-suited agent, while keeping the entire project cohesive.

This balance between structured coordination and specialized knowledge makes MGX both efficient and powerful, maximizing each agent’s unique strengths.

We invite you to dive deeper into MGX—there are even more new features designed to save tokens and boost efficiency! Looking forward to your feedback!

Emma
Maker

@peng_wood We’d love for you to dive into MGX and see what’s possible! Here’s a selection of popular templates from App World to get you started: 🎨 Art Portfolio: https://art-portfolio-xn11wn-v3.mgx.world 🎮 Interactive Game: https://flappysnake-v2.mgx.world 📊 Data Dashboard: https://chart-js-dashboard-bbn89v-v1.mgx.world 🌐 Personal Site: https://alex-portfolio-yhx5c3-v1.mgx.world

These examples are just the beginning—you can Remix any template and quickly turn it into your own unique project. Can’t wait to see what you build! Feel free to share your thoughts with us anytime.

Luke

This looks look a really innovative tool! With products that are already up and running does this work for adding in more features to a web app for example and building on existing code?

Mike
Maker

@luke_arwayda 
Thank you for your interest! Yes, MGX excels at both enhancing existing applications and developing new features. We currently provide robust support for deploying and developing GitHub open-source projects. Let me share some concrete examples of successful implementations:

You can explore our capabilities through these live demonstrations:

David
Maker

@luke_arwayda Great question—this is one of MGX’s core use cases! We recommend providing your existing project resources, such as:

A link to an open-source community/project.

A project file for MGX to analyze.

From there, David will process the information, and Alex will handle the implementation. A great first step? Ask MGX to "write a README"—this helps it better understand your project for future enhancements! Looking forward to your experiments, and feel free to share your feedback anytime!

Luke
@stella_hong This is great , thanks for the info!
Emma
Maker

@luke_arwayda We’d love for you to dive into MGX and see what’s possible! Here’s a selection of popular templates from App World to get you started: 🎨 Art Portfolio: https://art-portfolio-xn11wn-v3.mgx.world 🎮 Interactive Game: https://flappysnake-v2.mgx.world 📊 Data Dashboard: https://chart-js-dashboard-bbn89v-v1.mgx.world 🌐 Personal Site: https://alex-portfolio-yhx5c3-v1.mgx.world

These examples are just the beginning—you can Remix any template and quickly turn it into your own unique project. Can’t wait to see what you build! Feel free to share your thoughts with us anytime.

Wright

MGX (MetaGPT X) reimagines AI collaboration by bringing an entire virtual tech team to your fingertips. This platform is a powerhouse for creators, startups, or anyone who wants to turn ideas into functional digital products—fast. It is more than a tool—it’s a glimpse into the future of AI-driven development. Whether you’re a solo creator or part of a team, its precision and scalability make it a game-changer. A must-try for anyone serious about innovating smarter, not harder!

Some Sugestion:

  • Deeper integration with third-party tools (Figma, GitHub, etc.) could enhance workflows.

  • A template library for common projects would accelerate onboarding.

Mike
Maker

@wright_wang 
Thank you for this thoughtful review and valuable suggestions!

You're absolutely right about integrations - it's a key focus in our roadmap. We already support GitHub integration, as seen in these projects:

Regarding templates, we've got you covered! Our App World already offers many examples ready for remix, like:

Just find a project you like and hit 'remix' to start customizing. Your feedback helps us make MGX even better! 🚀

Alex
Maker

@wright_wang Great suggestions! We're actively working on these features and will have significant progress in the next week or two.

David
Maker

@wright_wang Thank you so much for the support and great feedback! 🙌 We’re thrilled that MGX is working well for you. We’re taking your suggestions seriously and are focused on improving the development process. We're refining how MGX learns from each project to improve success rates, while making sure it doesn’t burn through tokens unnecessarily. ☕💨

By embedding more project-level insights, we’re helping MGX think and adapt more like an experienced engineer. We’re also optimizing the self-learning and iteration process to make MGX even smarter as you work.

Emma
Maker

@wright_wang We’d love for you to dive into MGX and see what’s possible! Here’s a selection of popular templates from App World to get you started: 🎨 Art Portfolio: https://art-portfolio-xn11wn-v3.mgx.world 🎮 Interactive Game: https://flappysnake-v2.mgx.world 📊 Data Dashboard: https://chart-js-dashboard-bbn89v-v1.mgx.world 🌐 Personal Site: https://alex-portfolio-yhx5c3-v1.mgx.world

These examples are just the beginning—you can Remix any template and quickly turn it into your own unique project. Can’t wait to see what you build! Feel free to share your thoughts with us anytime.

David
Maker

@wright_wang Thank you for the thoughtful feedback and suggestions! 🙌 We're delighted to hear that you see MGX as a powerful platform for innovation. Your ideas for deeper integration with third-party tools and a template library are fantastic, and we will definitely explore them as we enhance our offerings. We appreciate your support and look forward to seeing how you utilize MGX in your projects! 🚀

Nisarg Patel

I wanted to mention that there was a product demo of Devin that failed miserably. However, after seeing your demo, I am really excited to see how this works in real life!

Mike
Maker

@nisarg1212 
Thank you for your interest! Unlike demos that overpromise, we believe in showing real, working examples of what MGX can do right now. Let me share some live projects our AI agents have helped build:

These are actual projects you can explore and remix. Our focus is on delivering practical value through the collaboration of specialized AI agents like Davie (data analyst) and Alex (developer). We let the results speak for themselves! 🚀

Nisarg Patel

@zongze_x  just check out your links the game was interesting, now trying out to make something let's see what happens

Mike
Maker

@nisarg1212 
Thanks for trying out our game demo! Since you're interested in building, check out these quick prototypes in our App World:

These are rapid prototypes that showcase what's possible with MGX. Feel free to explore and remix them for your own project. Can't wait to see what you'll create! 🚀

Emma
Maker

@nisarg1212 We’d love for you to dive into MGX and see what’s possible! Here’s a selection of popular templates from App World to get you started: 🎨 Art Portfolio: https://art-portfolio-xn11wn-v3.mgx.world 🎮 Interactive Game: https://flappysnake-v2.mgx.world 📊 Data Dashboard: https://chart-js-dashboard-bbn89v-v1.mgx.world 🌐 Personal Site: https://alex-portfolio-yhx5c3-v1.mgx.world

These examples are just the beginning—you can Remix any template and quickly turn it into your own unique project. Can’t wait to see what you build! Feel free to share your thoughts with us anytime.

Bob
Maker

@nisarg1212 Thank you so much for your enthusiasm! We understand the skepticism around AI development tools, which is why we've focused on creating a transparent, reliable system you can actually try yourself. We invite you to visit mgx.dev and remix any of our sample projects to experience firsthand how our multi-agent team works together. Your feedback would be incredibly valuable to us! 🙌

Ray luan

Very cool agent creating tool!

Mike
Maker

@ray_luan Thank you! 🙌 We're excited to show you what our AI team can do! Check out some quick examples:

Would love to see what you create! Join our community (https://discord.gg/ZRHeExS6xv) to share your experience! ✨

David
Maker

@ray_luan Thanks for the kind words! 😊 We’re really looking forward to seeing more projects created with MGX and shared by the community. The possibilities are endless with the agent-driven approach, and we can’t wait to see all the amazing things you build!

Aarav Garg

Exciting! Curious to know how this is different from @Cursor 👀

Mike
Maker

@aaravgarg 
Thanks for asking! MGX takes a fundamentally different approach from Cursor. While Cursor enhances the traditional IDE experience, MGX leverages MetaGPT's multi-agent system to simulate a complete development team.

Think of it like this: instead of a single AI assistant, MGX provides specialized AI agents (Product Manager, Architect, Engineer, etc.) that collaborate like a real team. Each agent has specific expertise and responsibilities:

  • PM focuses on requirements and product planning

  • Architect handles system design

  • Engineers implement the solution

This multi-agent approach allows for:

  • More specialized expertise at each development stage

  • Cleaner context management between different phases

  • A development process that mirrors real-world team collaboration

We currently excel at web development with various templates and Supabase backend integration, while maintaining project context through iterations.

Would love to hear what kind of development work you're interested in! 🚀

Bob
Maker

@aaravgarg Thanks for asking! While Cursor is great for code assistance, MGX takes a unique approach with multiple AI agents working together as a development team. Each agent has specialized roles (like PM, designer, developer) and they collaborate to build complete applications. Try our samples at mgx.dev to see how this team-based approach works differently! 🚀

David
Maker

@aaravgarg Thanks so much! 🚀 We're also really excited about the potential of multi-agent systems. As for the comparison, MGX aims to bring more flexibility and dynamic learning to the table, with a focus on streamlining development through natural language interaction. While tools like Cursor is good, MGX is designed around a more collaborative paradigm, where multiple agents work together to tackle development challenges. We're still evolving, but we believe the innovation in this space is huge! Appreciate the support and the kind words—good luck with your projects too! 👏

Jason Yu

MGX sounds like a game-changer for product development, especially for solo founders and lean teams. 🚀

How well do the AI agents collaborate? Can they adapt to changing project requirements dynamically?

Mike
Maker

@kui_jason Thank you for your insightful comment! 🙏 You've touched on one of our core strengths - the dynamic collaboration between AI agents.


The agents actually adapt remarkably well to changing requirements, much like a well-oiled human team. For example, when a project pivot happens, the Product Manager agent automatically updates the requirements, and the entire team realigns their outputs accordingly. We've seen teams successfully pivot mid-project from a simple blog to a full analytics platform!

I'm curious - what kind of project would you want to test our AI team with? We'd love to hear your use case and show you how our agents could handle it.

AuroraW

This is such a smart way to structure AI collaboration—having a full virtual team working together makes so much sense! Curious to learn more about how we can fine-tune inputs to get the best results across different fields!

Mike
Maker

@auroraw 
Thank you for your enthusiasm! You've captured exactly what makes MGX special - it's powered by MetaGPT's multi-agent framework (45k+ stars on GitHub) that simulates real team collaboration.

For optimal results, you can:

  • Be specific with your initial requirements

  • Use the 'inspect' feature to fine-tune resources

  • Leverage the 'editor' module for precise adjustments

  • Iterate based on the team's feedback

We'd love to hear about your specific use case and help you achieve the best outcomes! Feel free to join our Discord community to share your experience. 🚀

David
Maker

@auroraw 

We’d love for you to explore MGX! Here are some popular templates from App World :

Art Portfolio: https://art-portfolio-xn11wn-v3.mgx.world

Fun Interactive Game: https://flappysnake-v2.mgx.world

Data Visualization: https://chart-js-dashboard-bbn89v-v1.mgx.world

Personal Website: https://alex-portfolio-yhx5c3-v1.mgx.world

These are just a starting point—Remix any of them to instantly launch your own project! Looking forward to seeing what you create. Let us know your thoughts!

Bob
Maker

@auroraw Thank you for your thoughtful comments on MGX’s collaborative AI approach! We are indeed exploring ways to get even better results with MGX, and you can follow us for more work at https://github.com/geekan/MetaGPT/blob/main/docs/ACADEMIC_WORK.md

David
Maker

@auroraw Thank you for your thoughtful feedback! 🙌 We’re thrilled that you appreciate the concept of a virtual team for AI collaboration—it’s designed to make workflows smarter and more efficient. Fine-tuning inputs is key to unlocking the best results, and we’re excited to see how you explore MGX across different fields. Let us know if you need any tips or guidance! 🚀

First
Previous
1234
•••
Next
Last