01Intent-aware weight switching for tailored retrieval based on temporal, causal, preference, or personal fact intents
0234 Model Context Protocol (MCP) tools for memory operations, navigation, and automation
039-signal retrieval fusion (BM25, embeddings, heat, temporal, n-gram, entity density, spreading activation) with FlashRank reranking
045 GitHub stars
05High recall benchmarks on LongMemEval (+20.2pp vs. best in paper), LoCoMo, BEAM, MemoryAgentBench, and EverMemBench
06Biologically-inspired persistent memory with 20+ plasticity mechanisms (LTP/LTD, STDP, microglial pruning)