The repository serves as a centralized knowledge base on LLM and agent memory systems. It systematically organizes frontier research on long-term memory, retrieval mechanisms, reasoning over time, and memory-native system design. The collection includes 402 research papers and references 104 open source projects, providing coverage across continual learning, memory-augmented models, and RAG approaches.