swarmvault is a free, open-source alternative to Reflect. It can be used without subscription fees — and its source code is open for anyone to inspect, modify and self-host.

About

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenCla Its license (MIT) is permissive: free to use, modify and redistribute — including inside commercial and proprietary products.

What switching gets you

• No subscription, no per-seat pricing — free forever, for individuals and companies alike.
• Your data stays with you: it can run locally or on your own servers, with no vendor lock-in.
• The source code is public — auditable, extensible and maintained in the open by its community.

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