Memento MCP is a Model Context Protocol server that equips LLMs with persistent, scalable long-term memory capabilities. It stores entities and relations in a Neo4j knowledge graph, with vector embeddings enabling semantic search. The system supports temporal awareness, version history, and configurable confidence decay for knowledge aging. It integrates with any MCP-compatible LLM client to provide resilient ontological memory across conversations.