https://github.com/ataraxy-labs/sem
https://github.com/ataraxy-labs/weave
Though, despite the claims, I am not sure if these are ready for prime-time yet. I have noticed some rather concerning merge "resolutions".
The motivation: AI coding agents waste enormous time and tokens reconstructing code structure from files. Kin gives them a graph they can query directly via MCP. Token-budgeted context packs instead of file dumps.
Validated benchmark across 10 popular repos using Codex CLI: 69/70 wins, 50% faster, 45% fewer tokens. Randomized planted artifacts with automatic validation. Full methodology published in the repo.
It's alpha. I ship what works and am transparent about what doesn't yet.
Happy to answer questions!