MemTools: A Unified Research Framework for Interoperable Agent Memory
While memory systems are essential for agent architectures, pervasive architectural fragmentation restricts systematic research. Existing implementations typically couple different stages of the memory lifecycle, entangle evaluation logic with specific datasets, and provide limited support for the management of heterogeneous memory types. We introduce MemTools, an interoperability research framework that decouples memory system components from their underlying deployment environments. MemTools standardizes the memory lifecycle through declarative data contracts, enabling the interchangeable as
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
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- FuzzySimilar title/name (fuzzy) · 59%AgentCore-8B →
“Fuzzy title match (0.73): “MemTools: A Unified Research Framework for Interoperable Age” ≈ “AgentCore-8B””
- PossiblePossibly related (embedding) · 29%mem0ai/mem0 →
“Possibly related via embedding similarity 0.63 (not asserted). Timestamp check: artifact slightly before paper (-21d).”
- PossiblePossibly related (embedding) · 27%memvid/memvid →
“Possibly related via embedding similarity 0.60 (not asserted). Timestamp check: artifact slightly before paper (-13d).”
- PossiblePossibly related (embedding) · 28%MemTensor/MemOS →
“Possibly related via embedding similarity 0.62 (not asserted). Timestamp check: artifact slightly before paper (-21d).”
- PossiblePossibly related (embedding) · 63%MemoryOps AI: governed memory runtime for LLM agents with deletion-leakage evals and context admission [P] →
- FuzzySimilar title/name (fuzzy) · 87%SWE-agent/SWE-agent →
“Fuzzy title match (0.94): “MemTools: A Unified Research Framework for Interoperable Age” ≈ “SWE-agent/SWE-agent””
- FuzzySimilar title/name (fuzzy) · 87%zhayujie/CowAgent →
“Fuzzy title match (0.94): “MemTools: A Unified Research Framework for Interoperable Age” ≈ “zhayujie/CowAgent””
- FuzzySimilar title/name (fuzzy) · 66%TencentCloud/TencentDB-Agent-Memory →
“Fuzzy title match (0.78): “MemTools: A Unified Research Framework for Interoperable Age” ≈ “TencentCloud/TencentDB-Agent-Memory””