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Enables Claude Code to maintain persistent, searchable memory across sessions using self-hosted Qdrant vector storage, optional Neo4j knowledge graphs, and Ollama embeddings, with Claude or local Ollama as the main LLM. Exposes tools for adding, searching, updating, deleting, and managing memories and graph entities.