Engram Memory Server

Example Use Cases

• 1

  Persistent, metabolically managed memory across sessions.

• 2

  Real-time behavior monitoring and predictive knowledge supply.

• 3

  Fully local memory solutions without external API dependencies or LLM token costs.

Description

Engram is an MCP server that offers persistent memory with a metabolic lifecycle, real-time behavior monitoring, and predictive knowledge supply for AI agents. It enables agents to observe their own behavior, predict future knowledge needs, and accumulate experience across sessions without external APIs or LLM token costs. The system includes a receptor for behavior signal processing, a digestor for adaptive knowledge metabolism, and integration with the Sphere federation for collective intelligence.