swarmclawai/swarmvault

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 / OpenClaw memory.

602 starsTypeScriptMITlocal-firstobsidiankarpathyknowledge-graph

REVIEWED89/100

Scanned 2026-07-10 · deepseek v1

Dimension breakdown

Security

85/100

5 findings

Quality

85/100

No findings

License

95/100

No findings

Completeness

95/100

No findings

Findings (5)

MEDIUM: 3LOW: 1INFO: 1

MEDIUMsecurityMCP server exposes file system and command execution
MEDIUMsecurityPotential command injection in CLI arguments
MEDIUMsecurityNo visible input validation for file paths
LOWsecurityAPI keys configured via environment variables but no warning about exposure
INFOsecurityLocal-first design reduces attack surface

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