Mats Trading

MATS is a production-grade, self-evolving multi-agent AI trading system built for perpetuals and synthetic RWA (stocks/indices).

[Slyff🪞🐍(❖,❖) @Slyffg]

Been testing MATS (@mats_trading) — open-source multi-agent AI trading system where 9 agents debate every trade and skeptics can veto bad calls. Auto-learns from outcomes too.
Solid for learning systematic automated trading. https://t.co/VFLUn0mf58

#MATS #AITrading

[Fery Anom @AnomFery]

MATS is great! Open-source AI trading, self-evolving, fully open on GitHub 🚀 @mats_trading

[Renah Astuti @AstutiRenah]

Love MATS! 5 agents debate every trade, learns automatically, super transparent ✅ @mats_trading

[Senita amel @AmelSenita79045]

MATS is top! AI debates every trade, improves automatically 🎯 @mats_trading

[Andika Maulana @AndikaMaultyc]

I've been exploring MATS,and I'm impressed by its well-organized architecture and detailed documentation.multi-agentAI approach is unique and makes the project stand out. It has a learning curve, it's definitely worth checking out if you're interested in AI-powered @mats_trading

[Ryanias @Bitcolds]

The setup is straightforward, the interface feels clean, and it's easy to start exploring automated trading workflows without a steep learning curve. I especially like the project's open-source approach—it makes it easier to understand how everything works
@mats_trading

[AgentOn @AgentON_]

MATS is now live on AgentOn with a 100U review competition.

@mats_trading is an open-source, self-evolving AI trading system where five specialized agents debate every trade, learn from real outcomes, and keep the full process auditable on GitHub.

How to join 👇

1️⃣ Follow @mats_trading and @AgentON_
2️⃣ Explore and try MATS
3️⃣ Write an original review based on your experience
4️⃣ Publish it on X, tag @mats_trading, and include clear, specific feedback
5️⃣ Complete the required quest actions and submit through AgentOn

🏆 The strongest review wins the full 100U reward.
Original insights and screenshots are encouraged. Plagiarized submissions will be disqualified.

🔗 https://t.co/hvXTxNbNyB

[0xMoe @0xmoev]

Just tried MATS and honestly, the idea is pretty interesting!

Having 5 AI agents debate each trade makes the process feel more transparent than a typical trading bot. I also like that the project is open-source and auditable. Still early, but definitely worth watching.
@mats_trading

[edison_zhao @edison86523]

刚试了 @mats_trading 这个开源 AI 交易系统 🤖

9 个 AI agent 辩论每笔交易，Skeptics 一票否决烂单，System Engineer 自动修 bug。21 层认知管线，从真实交易结果中自进化。

🔗 https://t.co/QpDafvoeUK

[Alberto S. 🌱 @0xFarmers]

Been checking out @mats_trading today and the idea behind it is actually pretty cool 🔥
Instead of letting one AI make all the decisions, MATS brings multiple agents together to analyze and debate each trade.
The self-learning approach is what I find most interesting. A system that can learn from real outcomes and improve over time feels like a big step forward for AI trading.
Also love that it’s open-source. Transparency matters, especially when it comes to something as important as trading.
Still early, but I’m excited to see how MATS grows from here 🤖🚀
@mats_trading

[FirmoonⓂ️ @afirmansyahhhhh]

I've been exploring MATS,and I'm impressed by its well-organized architecture and detailed documentation.multi-agentAI approach is unique and makes the project stand out. It has a learning curve, it's definitely worth checking out if you're interested in AI-powered @mats_trading

[ycmsg.base.eth @yc_msg]

https://t.co/Nw7aPLYNKr