
Neo4j Knowledge Graph Memory
Store and retrieve user-specific memories across sessions using Neo4j graph database. This MCP memory infrastructure enables AI assistants to maintain context, recall past interactions, and manage memories with semantic search capabilities. Transform your agent's conversations into a searchable memory bank with entities and relationships. ### Key capabilities: - **Store memories** persistently across multiple sessions - **Retrieve context** with hybrid semantic and exact search - **Manage memory banks** with multi-database project isolation - **Recall information** through vector embeddings and graph traversal - **Memory extension** for AI agents with temporal tracking - **Knowledge graph** format with intelligent relationships Perfect for building AI assistants with long-term memory, maintaining user context, and creating memory systems that remember preferences and past interactions. Self-hosted memory infrastructure built on Neo4j for reliability and performance.
First seen 2 Oct 2026. Evidence as of 10 Oct 2026.
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Change history
No changes since the first observation. The first snapshot is the baseline.
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Smithery | sylweriusz/mcp-neo4j-memory-server | 2 Oct 2026 | 10 Oct 2026 | 1 |