MemTools: A Unified Research Framework for Interoperable Agent Memory

TL;DR - MemTools is a modular research framework that standardizes the agent-memory lifecycle and makes components interoperable across deployment systems. It enables controlled study of memory designs without coupling benchmarks, protocols, or representation types.

• Uses declarative data contracts to support interchangeable memory components.
• Separates benchmark datasets from execution protocols for controlled evaluation.
• Coordinates symbolic, neural, and multimodal memories through one computational interface.
• Evaluations demonstrate cross-system integration, protocol reconfiguration, and heterogeneous memory coordination.