MemoryMesh

Store and query structured data in local knowledge graphs.

MemoryMesh, developed by CheMiguel23, is a local knowledge graph server that enables AI assistants like Claude to store, update, and recall structured information. It features dynamic schema-based tools, relationship modeling, and AI-aware interfaces for maintaining consistent data. Built on the Knowledge Graph Memory Server from MCP, MemoryMesh adds custom schemas, metadata expansion, and event tracking. It integrates seamlessly with Claude Desktop on macOS and Windows, facilitating natural language interactions for world-building and storytelling. While originally designed for text-based RPG scenarios, MemoryMesh is adaptable for social networks, organizational planning, or other structured data use cases requiring persistent information management and retrieval in AI-assisted creative and analytical tasks.