mcp-memory-domain-knowledge

What is this MCP

This MCP implements a knowledge graph-based memory system for Claude AI, allowing persistent storage of entities, relations, and observations about users across chat sessions.

How to use this MCP

Configure via Docker or NPX in Claude Desktop settings, then interact through API tools like create_entities, add_observations, and search_nodes. The system prompt guides Claude on memory usage patterns.

What this MCP can be used for

Enabling personalized AI interactions by remembering user details, preferences, and relationships across conversations through a structured knowledge graph approach.