Kallimachos Gives Claude a Graph of Your Own Notes

Field notes

The system combines Obsidian notes with Claude Code session logs before exposing the resulting graph through MCP. Its search layer pairs Korean multilingual-e5-small embeddings with a 2·3-gram full-text index, an explicit response to the page’s claim that embeddings alone collapse on Korean. The homepage reports 8,179 extracted entities and 12,355 linked relations from the author’s measured vault, with answers citing the underlying note or session.