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Agentmem

  • 4 repo stars
  • Updated February 28, 2026
  • oxgeneral/agentmem

Add persistent memory to AI agents so they remember context, user preferences, and past interactions across conversations.

About

MCP server providing lightweight persistent memory for AI agents with hybrid search capabilities. Developers building agents use agentmem to give agents context retention across conversations with just 16 tools and a single SQLite file, enabling stateful agent interactions without complex infrastructure.

  • Lightweight persistent memory
  • Hybrid search capability
  • 16 memory management tools
  • Single SQLite file storage

Agentmem by the numbers

  • Data as of Jul 9, 2026 (Skillselion catalog sync)
claude mcp add agentmem -- npx -y oxgeneral/agentmem

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repo stars4
Last updatedFebruary 28, 2026
Repositoryoxgeneral/agentmem

What it does

Add persistent memory to AI agents so they remember context, user preferences, and past interactions across conversations.

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