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Enables Claude Code to store, search, update, and delete persistent memories across sessions, backed by self-hosted Qdrant vector storage, an optional Neo4j knowledge graph, and Ollama embeddings, with Anthropic or Ollama as the main LLM. Exposes 11 MCP tools plus session hooks and a CLAUDE.md guide so context is injected at startup and saved automatically at session end.