Hebbian Mind

About

Hebbian Mind is an MCP server designed to create intelligent, self-organizing knowledge graphs. It functions as an associative memory system where concepts form connections through co-activation, mirroring the 'neurons that fire together, wire together' principle. These connections strengthen with use and naturally decay over time if unused, allowing the graph to continuously adapt and become more relevant. Integrated with MCP-compatible clients like Claude Desktop, it provides tools for saving, querying, and analyzing content, making it an evolving memory layer for AI.

Key Features

• Associative memory with automatic content surfacing
• Hebbian learning for dynamic edge strengthening and temporal decay
• Over 100 pre-defined enterprise concept nodes
• Native integration with MCP-compatible clients like Claude Desktop
• Dual-write architecture for fast reads and persistent storage with optional RAM disk
• 1 GitHub stars

Use Cases

• Providing an intelligent, adaptive memory layer for AI agents and assistants.
• Automatically building and maintaining knowledge graphs from unstructured enterprise content.
• Enhancing AI's ability to retrieve and relate information based on learned associations and context.