MCP Context Server — a FastMCP-based server providing persistent multimodal context storage for LLM agents.

Memory that returns

Standalone AI agent memory engine — hybrid search (BM25 + vectors), Q-learning scoring, Ebbinghaus decay, tiered storage, knowledge graph. Part of TRW Framework.

AI companion framework with persistent memory, inner life, and continuity. 58 phases of proof that it works on a gaming PC.

"Memory that knows when to forget"

[Latent Space] Constraint-driven memory engine — aesthetic rules as first-class citizens in a RAG pipeline