Thursday, March 5, 2026

Show HN: Introducing Mnemora – A Serverless Memory Database for AI Agents (No LLM Bottlenecks in Your CRUD Operations)

Unlocking the Future of AI Memory with Mnemora

Introducing Mnemora, a groundbreaking solution that sidesteps the limitations of traditional AI memory systems like Mem0 and Zep, which often incur high latencies and costs. Instead, Mnemora utilizes a direct database CRUD approach that guarantees:

  • Sub-10ms Reads: Direct access to @DynamoDB for lightning-fast state reads.
  • Semantic Memory Efficiency: Vector-searchable facts through @pgvector.
  • Four Distinct Memory Types:
    • Working Memory
    • Semantic Memory
    • Episodic Memory
    • Procedural Memory (coming soon)

Architecture Highlights:

  • Fully serverless on AWS, idles at ~$1/month.
  • Multi-tenant by default for isolated namespace management.

Let’s Collaborate:

  • Is our differentiator clear?
  • Would you choose Mnemora for production agents?
  • What additional memory patterns matter to you?

💡 Check out the quickstart guide here and let’s drive innovation together! Share your thoughts below!

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