> ## Documentation Index
> Fetch the complete documentation index at: https://docs.modusbrain.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Attribution

> ModusBrain is built on GBrain (MIT License).

# Attribution

ModusBrain is built on **[GBrain](https://github.com/garrytan/gbrain)**, an open-source knowledge engine by Garry Tan, licensed under the **MIT License**.

## What ModusBrain provides

* Hybrid RAG search and synthesis
* Knowledge graph and entity extraction
* Dream cycle (autonomous freshness)
* MCP server and multi-source brains

## What ModusBrain adds

* Versioned operational skill compilation
* Confidence gating and approval workflows
* Conflict resolution queues
* Agent action audit trails
* Closed feedback loop (corrections → re-compile)

## License

See the [LICENSE](https://github.com/thebuildceo/modusbrain/blob/main/LICENSE) and [NOTICE](https://github.com/thebuildceo/modusbrain/blob/main/NOTICE) files in the repository.

Honest positioning:

> "Built on the open-source GBrain engine (MIT licensed), extended with a skill-compilation and safe-execution layer purpose-built for autonomous company operations."