mcp-memory-gateway

ThumbGate — Pre-action gates that block AI coding agents from repeating known mistakes. SQLite+FTS5 lesson DB with corrective-action inference. MemAlign-inspired dual recall (principles + episodic context). Thompson Sampling for adaptive gate sensitivity.

build.protocol_tooling.mcp#rlhf#mcp#mcp-server#ai-agents#agent-skills#skill#context-engineering#pre-action-gates#ai-agent-safety#guardrails