MGX - The first AI dev team
MGX (MetaGPT X) 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.
Replies
HeyForm
MGX reminds me of Devin, but with a unique twistβfive specialized agents working in real-time to handle data, coding, and design. I havenβt seen anything like this before!
@luobaishun Totally agree! The 5 agents are amazing and make it so unique. Definitely worth checking out!
Trickle
@luobaishun Totally agree! The 5 agents are so cuuuute!!
Producta
This looks really interesting, would love to try! I'm very bullish on multi-agent systems. Congrats on the launch and good luck! π
How does it compare with current tools like Devin, or IDEs like Cursor?
@manuhortet Thank you so much for your enthusiasm! π We're also excited about the potential of multi-agent systems. Would love to hear about your experience once you give it a try. Feel free to join our Discord community (https://discord.gg/ZRHeExS6xv) to share your journey! π
@manuhortet Thanks for asking about the comparison!
MGX takes a fundamentally different approach as a multi-agent system where specialized AI agents (Product Manager, Architect, Data Analyst, Engineer, etc.) collaborate like a real development team. While Devin operates as a single AI developer and Cursor enhances the IDE experience, MGX recreates the entire software development lifecycle with agents that have different expertise and goals - just like human teams.
This multi-agent architecture gives MGX several unique advantages:
More specialized expertise for each development phase
Reduced context pollution between different stages of development
Lower computational costs since agents only focus on their specific tasks
The ability to swap or upgrade individual agents independently
A more intuitive development process that mirrors how human teams actually work
Currently, MGX excels at web development with various frontend templates, Supabase backend integration, and data visualization capabilities. The system maintains context throughout iterations, allowing projects to continuously evolve.
Each tool has its strengths depending on your needs. What kind of development work are you looking to do? π
Currents AI
@jennieweng Thank you for your kind words and great questions! π
The development timeline really depends on the project scope and complexity. While simpler projects like personal websites or data dashboards can be completed in hours to days, more complex applications might take longer. But here's the thing - the AI team works 24/7, and the quality of the output is worth the wait!
As for complexity, I'd love to show you what MGX can do! Check out our AppWorld (MGX) where you can see live examples. Currently, we're focusing on web development scenarios including personal portfolios, blogs, websites, online stores, aggregator pages, and subscription pages. For backend development, we support integration with Supabase. Additionally, MGX shows excellent performance in data analysis and data science-related scenarios.
Here are some cool examples that showcase our capabilities:
A fun interactive game: https://flappysnake-v2.mgx.world
An impressive 3D city visualization: https://3d-city-scene-v1.mgx.world
Advanced data visualization: https://chart-js-dashboard-bbn89v-v1.mgx.world
Complex simulation: https://city-simulation-v1.mgx.world
What kind of project do you have in mind? Would love to hear your thoughts and discuss how MGX could help bring it to life! π‘
@jennieweng I can share a personal example: Over a decade ago, I tried creating a personal blog. I spent months learning WordPress, Linode, PHP, JavaScript, and struggling to fix WordPress bugs while making themes responsive. After all that effort, I only managed to create a mediocre responsive page, which made me doubt my intelligence and question whether I was suited to be a product manager or UI designer.
Fast forward to today - I used MGX for just one hour and the AI agents were able to analyze my needs and create a complete personal website (https://chenglin-wu-card-preview-0i12md.mgx.dev/) without me writing a single line of code.
MGX currently handles web applications of moderate complexity well, with particular strengths in:
Frontend development with various templates and frameworks
Backend integration with Supabase
Data visualization capabilities
Full-stack web applications with standard database operations
The multi-agent architecture really shines for projects where you need multiple specialized skills working together - product management, architecture, frontend, backend, etc. What kind of software project are you thinking about building?
πππohohoh~~~~~~~~~~Wow!!! πππAbsolutely amazing!
It far exceeds my expectations β this is truly going to be an incredible product!!!!πππ
Thank you for your incredible enthusiasm! π Your energy is contagious! We're working hard to push the boundaries of what's possible with AI development teams. We have some exciting updates coming soon that might surprise you even more! β¨
@cc_norvan Thank you for your attention and support. You can find more interesting examples on our AppWorld (inside https://mgx.dev/). You're also welcome to join our Discord community (https://discord.gg/ZRHeExS6xv). Looking forward to further communication with you.
This sounds amazing! π Weβll definitely be trying it out with the Velada Genius team (weβre also launching today on PH!) β Congrats on the launch! π
@david_martin_suarez Wow, today is really a special day with so many great works being launched. Congratulations on the launch! πππ
@david_martin_suarez This sounds amazing! π Congrats on the launch! ππ
@david_martin_suarez Thank you! And congratulations on your launch too! Wishing Velada Genius great success on Product Hunt today. Let's support each other in this journey! π
Elisi : AI-powered Goal Management App
MGX sounds super ambitious β love the concept of turning AI agents into a full dev team that actually follows proper SOPs. Quick question: how much guidance does a user need to provide upfront? Do I have to write out a detailed spec, or can I just throw in a vague idea like βbuild me a blog for travel storiesβ and the team figures out the rest?
Also, curious how the AI handles back-and-forth revisions β do the agents keep track of previous changes, or does it feel like starting over each time? Would love to hear if anyoneβs already built something cool with MGX!
@williamrobertscott
Thanks for your great questions! You've touched on one of our core design principles - making development as effortless as possible!
The beauty of MGX is that you can indeed just share your vision, and let the AI team handle the execution. Simply tell them your goal clearly, and they'll figure out the details, propose features, and handle the implementation.
Here are some examples of what others have built with minimal input:
An artistic portfolio: https://art-portfolio-xn11wn-v3.mgx.world
A sleek link hub: https://linkhub-7rkvvs-v1.mgx.world
A professional portfolio: https://alex-portfolio-yhx5c3-v1.mgx.world
The best part? You can instantly remix any of these projects and customize them with your content. No need to start from scratch!
@williamrobertscott That's an excellent question. We have numerous examples in AppWorld where you can click "view chat" to see the prompts used. They vary tremendously - from one-line requests to detailed PRDs.
Humans are remarkably powerful communicators. Saying "Write a Linux" represents tens of millions of lines of code, while "Make a personal page" might mean hundreds. Yet humans can leverage precise language to accomplish either. We view natural language programming as a process of transforming "ambiguous to precise" instructions, maximizing leverage at each step. A decade ago, using C macros might give you a 10x text leverage (one byte controlling ten). Today, we're seeing 1000x or greater.
However, language contains many ambiguities. "Buy an apple" could refer to fruit or electronics, and involves considerations about price, quantity, weight, origin, logistics, amount, channel, brand, timing, quality control, organic status, expiration date, and countless combinations. AI doesn't yet have human-like preferences - it functions more as a probability-driven stateless function.
I encourage thoroughly exploring MGX alongside us to discover its boundaries and help improve it. Its leverage is incredibly high, with efficiency far exceeding humans for shorter code generation (roughly under 5,000 lines). I'll be publishing a blog post specifically addressing my thoughts on this soon.
Regarding revisions - yes, MGX agents do maintain context across iterations, allowing them to track previous changes rather than starting from scratch each time. This enables continuous refinement and development that builds on prior work.
As a developer, I recently tried MGX, and I especially like its multi-intelligence collaboration model, which allows product managers, architects, engineers and other roles to be clearly defined, and makes the development process efficient and smooth. The only thing I wish to improve is the template selection and editing features, and I look forward to future versions that provide more templates and more flexible editing options.
@onbing Wow, great to hear your feedback! Actually, your needs are already covered in our 'Editor' feature - you can edit not just code, but also product documentation and technical design. Just hit save when you're done!
For templates, we're continuously expanding our collection. Meanwhile, you can explore our AppWorld to see all user-shared examples. Here are some popular ones you can instantly remix:
Artistic portfolio: https://art-portfolio-xn11wn-v3.mgx.world
Link hub: https://linkhub-7rkvvs-v1.mgx.world
Professional portfolio: https://alex-portfolio-yhx5c3-v1.mgx.world
Just remix any of these and replace with your content - it's that simple! Would love to see what you create with these templates! π
@onbing Thank you for your in-depth experience with our product. As the architect in the MGX team, regarding the template selection issue you reported, I will continue to optimize and deliver the best selection results. And in AppWorld (inside https://mgx.dev/), you can choose one to remix rather than start from scratch to get a good generation result.
@onbing Thank you for your feedback! I'm glad you've enjoyed MGX's multi-agent collaboration model. It's great to hear that the clearly defined roles of product manager, architect, and engineer create an efficient development process.
I have good news regarding your suggestions - we're actually planning to revamp the homepage templates within days, and template selection will be updated in the next week or two. If you encounter any template selection errors, you can start a new chat to try again with minimal token cost when you're in the early conversation stages.
For editing functionality, you can currently use the remix feature as an alternative. You can select specific versions to remix either during the conversation or from the playback timeline's versions feature. We also have plans to introduce more convenient in-conversation editing options in future updates.
We appreciate your input as we continue to improve MGX. Is there anything specific about the template selection or editing functionality that you'd like to see in these upcoming updates?
This is game changer. Would love to test it out, what is the best use to try this for? @zongze_x
@manish_choudhary19 Thank you for your excitement! For first-time users, we recommend starting with web development projects - they're a great way to experience our AI team's capabilities.
Check out some popular examples that others have built:
A stunning art portfolio: https://art-portfolio-xn11wn-v3.mgx.world
A sleek link hub: https://linkhub-7rkvvs-v1.mgx.world
A professional personal site: https://alex-portfolio-yhx5c3-v1.mgx.world
An interactive game: https://flappysnake-v2.mgx.world
A 3D visualization: https://3d-city-scene-v1.mgx.world
The best part? You can instantly remix any of these projects and customize them with your content. What kind of project interests you most? We'd love to see your creation! π
@manish_choudhary19 Thank you for your love of our product. We have some video tutorials available at https://deepwisdom.notion.site/mgx-help-center, which we hope will help you get started faster and create your own unique applications.
Dora AI
MGX is a bold experiment, attempting to replace costly human labor in software development with AI agents. Iβve used MGX for some time now, but the current version is far from matureβissues like excessive token consumption, a development process that struggles to converge (a problem exacerbated by MGXβs 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. Itβs encouraging to see the MetaGPT teamβs relentless efforts in this space, and Iβm confident theyβll improve. The natural language programming arena is vast enough to accommodate multiple contenders.
@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. π
@bertramray Thank you for your continued deep dive into MGXβyour 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 βwisdomβ so it doesnβt burn through tokens like an over-caffeinated coder. βπ¨
To make MGX smarter, weβre working on embedding more project-level development insights into the systemβhelping 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.
Weβre also excited to integrate more of our existing academic research into the system to level up performance such as Self-Supervised Prompt OptimizationοΌFACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval and AFlow: Automating Agentic Workflow Generation.
Appreciate your patience and feedbackβit keeps us on our toes and pushing forward!
OpenArt.ai
@hehe_z
Thank you for this insightful question! MGX leverages MetaGPT's proven multi-agent collaboration framework, which has garnered 30k+ stars on GitHub.
The key is our structured SOP (Standard Operating Procedure) system. Each AI agent has clearly defined roles and responsibilities - like a PM writing PRDs, an Architect designing system architecture, and Engineers implementing code. They communicate through a standardized protocol, sharing context and outputs seamlessly.
To prevent redundancy, we've implemented a task dependency system where agents coordinate their work based on clear prerequisites and deliverables. For example, the Engineer won't start coding until the Architect has finalized the technical design, ensuring efficient workflow.
Would love to hear your thoughts on this approach!
MGX really intrigues me! The notion of transforming AI agents into a full-fledged dev team is groundbreaking. Iβd love to hear about any cool projects that have already been built using MGX!
@xenia1234 Thank you for your interest! We're excited to share some projects built with MGX. Our users have created everything from interactive games (like a Flappy Bird-inspired game at flappysnake-v2.mgx.world) to professional portfolios (alex-portfolio-yhx5c3-v1.mgx.world).
What makes MGX special is how our AI agents collaborate like a real dev team - from planning and design to testing and deployment. Each agent brings specialized expertise, just like human developers.
Would love to hear what kind of project you're interested in building! Feel free to check out our Discord community where users share their experiences and creations: discord.gg/ZRHeExS6xv
MGX is a powerful and flexible platform, well-suited for users who require multiple-role collaboration. Good luck to it!
@focusaur
Thank you for your kind words! Yes, multi-role collaboration is exactly what we've focused on with MetaGPT's core capabilities. Your support means a lot to us as we continue improving the platform. π
FunBlocks AIFlow
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!
@peng_wood Thank you for the upvote and your insightful observation about our multi-agent approach! π
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:
Interactive game: https://flappysnake-v2.mgx.world
3D visualization: https://3d-city-scene-v1.mgx.world
Professional portfolio: https://alex-portfolio-yhx5c3-v1.mgx.world
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! β¨
Shram
MGX certainly seems to break new ground by incorporating multiple specialized agents to cover diverse aspects like data handling, coding, and design. Itβs fascinating to think about how these agents can collaborate in real-time to streamline the creation process.
Congrats on the launch!
Best wishes and sending lots of wins :)
@whatshivamdo
Thank you for your thoughtful observation! Indeed, MGX is powered by MetaGPT - our open-source multi-agent framework that's been battle-tested by the developer community with 30k+ stars on GitHub.
We've built MGX as a user-friendly platform that harnesses MetaGPT's core capabilities in multi-agent collaboration. Each specialized agent (PM, Architect, Engineer) follows structured SOPs to work together, just like a real development team.
Your support means a lot as we continue to evolve both MetaGPT and MGX. Feel free to join our Discord community (discord.gg/ZRHeExS6xv) to explore more! π
This is super interesting! Would it work in tandem with an actual developer where you can divide tasks between agents and the dev or is it more of a hands off where this is the full dev team?
@alan_rivera Thank you for your attention. You've raised a very important point about human-AI collaboration. Our starting point is to have the Agent Team automatically help you realize your dream with your chat, but we've also introduced a human-AI collaboration mode. When the agent encounters difficult decisions, it will seek human assistance and work better with humans to solve the problems encountered.
@alan_rivera
Thank you for this great question! MGX is flexible and can work in both scenarios:
As a collaborative tool alongside human developers - you can use specific agents for certain tasks (like having the PM agent create PRDs while developers focus on implementation) or use features like 'inspect' and 'editor' to enhance your workflow
As a complete development team - where the AI agents handle the entire process from requirements to implementation
This flexibility allows teams to choose the integration level that best suits their needs. Would love to hear how you're planning to use it! π
Crypto Backers
This looks interesting. Congrats on the launchπ
I would love to have a conversation with the makers on how we can scale this on X & instagram.
@aayush_limbad Thanks, Ayush! π We'd love to explore how we can scale this on X & Instagram!
@aayush_limbad
Thank you for the congratulations and your interest in scaling! Really appreciate the support. Feel free to DM me on X (@MetaGPT_) or reach out through our Discord community - would love to discuss potential collaboration opportunities! π
This seems like a very helpful tool. I'm currently testing it out a bit, and I'm very impressed!
Update: I'm so incredibly impressed, holy! This is amazingβI just created a full blog with content and 7 posts using just a simple 10-word prompt. This is the best one I've tested so far.
@denisss
Thank you so much for your enthusiasm and for taking the time to share your experience! We're thrilled to see you exploring MGX's capabilities.
The blog creation example you mentioned is exactly the kind of efficiency we aim to deliver. If you enjoyed that, you might also like to try:
Creating an interactive portfolio (like https://alex-portfolio-yhx5c3-v1.mgx.world)
Building a data dashboard (https://chart-js-dashboard-bbn89v-v1.mgx.world)
Or even a game (https://flappysnake-v2.mgx.world)
Would love to hear more about your blog project and what features you'd like to see next! π
NewOaks AI
Very cool agent creating tool!
@ray_luan Thank you! π We're excited to show you what our AI team can do! Check out some quick examples:
https://flappysnake-v2.mgx.world
https://3d-city-scene-v1.mgx.world
https://alex-portfolio-yhx5c3-v1.mgx.world
Would love to see what you create! Join our community (https://discord.gg/ZRHeExS6xv) to share your experience! β¨
MetaGPT is mind-blowing! I was hooked from the very first test. The role-based agents totally changed the gameβit genuinely feels like having an entire dev team working alongside me. When the PM agent effortlessly delivered an impressive PRD and prototype, I was honestly amazed.
I just upgraded to the paid subscription today and am already using MetaGPT to build out my new blog.
Seriously love this product. Huge shout-out to the MetaGPT teamβawesome work! ππ₯
@genedai Thank you so much for sharing your amazing experience and for your support! π We're thrilled to hear how the AI team is helping with your development process.
Since you're building a blog, you might want to check out some of our blog-related templates and examples:
https://art-portfolio-xn11wn-v3.mgx.world
https://linkhub-7rkvvs-v1.mgx.world
https://alex-portfolio-yhx5c3-v1.mgx.world
Would love to see your blog when it's ready! Feel free to share your creation in our Discord community (https://discord.gg/ZRHeExS6xv) - we're always excited to showcase what our users build! β¨
@ykbuild Thank you for your enthusiasm! π We can't wait to see what you'll build with MGX. For the latest updates and to share your experience, feel free to join our growing community on Discord (https://discord.gg/ZRHeExS6xv). Your feedback will help shape our future releases! β¨