SQLite Graph Memory
Provide associative graph-augmented retrieval and persistent memory over local Markdown notes using native wikilinks and SQLite.
SQLite Graph Memory is a lightweight Graph RAG memory layer and MCP server designed for coding agents such as Claude Code, Cursor, and Codex. Following the Andrej Karpathy LLM Wiki pattern, it turns any folder of Markdown notes or Obsidian vault into an associative knowledge base without requiring complex graph databases or heavy ETL pipelines. Dense vector search identifies initial entry points while human-curated wikilinks are traversed on the fly to surface deeply connected contextual notes that plain keyword or vector search miss, storing all recall telemetry and per-turn state in a simple, portable SQLite database.