star-ga/mind-mem
v3.12.1 — Persistent, auditable, contradiction-safe memory for coding agents. Hybrid BM25+vector+RRF, MIC/MAP wire format, HTTP/inbox/daemon transports, deterministic quality gates, typed lineage edges, recall explainability. 84 MCP tools, 17 AI clients, mind-mem-4b 95/95 across 10 eval categories (Qwen3.5-4B full fine-tune).