Elastic Memory enhances AI conversations by providing a persistent memory system. Built for the Model Context Protocol (MCP), it uses Elasticsearch to create a knowledge graph, allowing AI models to retain context across multiple sessions. This eliminates the need to repeat information, enabling more coherent, personalized, and effective AI interactions by building long-term relationships with users and maintaining coherence across days, weeks, or months of interactions.