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This powerful self-hosted solution empowers Claude Code with advanced persistent memory capabilities, transforming it from a stateless assistant into one that remembers context, preferences, and project details across sessions. By integrating robust components like Qdrant for vector memory, Neo4j for a rich knowledge graph of entities and relationships, and Ollama for efficient local embeddings, the server creates a complete AI memory infrastructure. It seamlessly authenticates via your existing Claude Code subscription (OAT token) and exposes 11 specialized MCP tools, enabling full control over memory management, entity extraction, and graph traversal, significantly enhancing Claude's ability to provide relevant and informed assistance without needing to re-learn.
