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The best llm memory in 2026

Last updated
Feb 10, 2026
Based on
35 reviews
Products considered
19

Tools that expand an AIโ€™s working context, persist knowledge across sessions, and stitch data from apps and databases so models remember users, tasks, and decisions over time and across applicaitons.

MemSyncDropstoneSupermemoryOpenMemory MCP
Migma
Migma โ€” Lovable for Email

Top reviewedย llm memory products

Top reviewed
MemSync leads with cross-app continuity, syncing preferences and context across major assistants with end-to-end encryptionโ€”ideal for users juggling multiple AI tools. For personal knowledge work, blends capture, transcription, and chat-based recall to surface notes without heavy organization. Developers seeking structured, persistent user context can deploy , an OpenAI-compatible proxy that enriches requests with self-hosted profiles and memories.
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