MengramKnowledge & MemoryAutonomous AgentsRAG SystemsalibaizhanovAlicense-qualityAmaintenanceAI memory layer with 3 types — semantic (facts), episodic (events), procedural (workflows that evolve from failures). 21 MCP tools. Last updated 2026-05-06165