ISONGraph is a multi-language property graph library designed specifically for LLM and AI applications. It provides the most token-efficient way to represent graph data in LLM context windows while maintaining high accuracy for graph-based reasoning tasks.

Cross-platform memory and ambient awareness for AI agents — knowledge store, alert collation, and intention tracking via MCP. Self-host or cloud.

Governed knowledge store for autonomous organizations. Trust tiers, content-addressed storage, Merkle verification, knowledge lifecycle, air-gap native.

Visual canvas for the Awareness ecosystem — your AI builds the dashboard through conversation. Companion to mcp-awareness.