MemoryMesh is a knowledge graph server that enables AI models to maintain consistent, structured memory across conversations through schema-based tools and dynamic node management. It provides capabilities for defining custom data structures via schemas that automatically generate tools for adding, updating, and deleting knowledge graph nodes, with support for relationships and metadata to guide AI interactions. The server addresses the problem of maintaining coherent, persistent context in text-based RPGs and interactive storytelling applications where AI agents need to track complex, interconnected information about characters, settings, and narrative state.
claude mcp add --transport stdio chemiguel23-memorymesh uvx memorymesh