MemoryMesh

What is this MCP

MemoryMesh is a knowledge graph server designed to help AI models maintain structured, consistent memory for applications like text-based RPGs and interactive storytelling. It provides dynamic schema-based tools for managing nodes, edges, and relationships in a knowledge graph.

How to use this MCP

Install via Node.js, define schemas in JSON format, and integrate with Claude Desktop. The system automatically generates tools (add/update/delete) based on your schema definitions to interact with the knowledge graph through AI models.

What this MCP can be used for

Primarily designed for text-based RPGs, MemoryMesh can also be used for social network simulations, organizational planning, or any scenario requiring structured data management with AI assistance. It enables richer, more dynamic AI interactions by maintaining consistent memory across conversations.