
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)
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| repo stars | ★ 4 |
|---|---|
| Last updated | February 28, 2026 |
| Repository | oxgeneral/agentmem ↗ |
What it does
Add persistent memory to AI agents so they remember context, user preferences, and past interactions across conversations.