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xg-gh-25/SwarmAI

A self-evolving Agent OS — every interaction sharpens how it judges, not just what it knows. Four ideas: self-evolution (mistakes become code gates, not logged lessons), brain-first domain brains that

Commercial OK · MITNeeds paid APIRuns on MacPython
Stars
54
Forks
7
Open issues
1
Last push
9d ago

SwarmAI star history

-1 this week

55 ★
21 Oct25 Oct
SwarmAI went from 55 to 54 GitHub stars over the last 4 days.

About SwarmAI

SwarmAI is a free, open-source AI developer tool by xg-gh-25, written mainly in Python. A self-evolving Agent OS — every interaction sharpens how it judges, not just what it knows. Four ideas: self-evolution (mistakes become code gates, not logged lessons), brain-first domain brains that. It has 54 GitHub stars and 7 forks, and was last updated 9d ago. It's released under the MIT license, a standard open-source license. According to the project, it works on macOS.

License
MIT
Commercial use
Commercial OK
Language
Python
Stars
54
Last update
9d ago
Runs on Mac
Yes (as stated by the project)
GPU
Not stated
Paid API key
Required
Self-hostable
Yes

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SwarmAI FAQ

Can I use SwarmAI commercially?

Yes. MIT is a permissive license: commercial use is allowed as long as you keep the license notice. This is a plain-English summary, not legal advice.

Is SwarmAI free?

SwarmAI is open source, but it needs a paid third-party API key to work. It's released under the MIT license, a standard open-source license.

Does SwarmAI run on a Mac?

Yes. According to the project, SwarmAI works on macOS.

Does SwarmAI need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is SwarmAI still maintained?

Yes. It was last updated 9d ago and has 1 open issues on GitHub.

What are alternatives to SwarmAI?

Similar free, open-source tools include langchain, promptfoo, coze-studio, dsh-desktop.

Maintain SwarmAI?

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