The Mcp Knowledge Graph server provides persistent memory for AI models by storing and retrieving information across conversations through a local knowledge graph using entities, relations, and observations. It offers tools to manage a master database (default memory store) and optional topic-specific databases, with automatic project-local storage in `.aim` directories and configurable global fallback locations. The system includes safety mechanisms with file markers to prevent accidental overwrites and works with Claude Code/Desktop and any MCP-compatible AI platform.
claude mcp add --transport stdio shaneholloman-mcp-knowledge-graph uvx mcp-knowledge-graph