Memory-DB MCP Server

Item: Memory-DB MCP Server
Rating: 73
Author: M8ven

A lightweight vector-based memory system for AI agents with tools to store, semantically search, and delete memories, using your own embedding model.

→ cunzai97/Memory-DB · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configEMBEDDING_API_URL— Switch models anytime — just change the

configQDRANT_HOST— localhost Qdrant host

configQDRANT_PORT— 6333 Qdrant port

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/cunzai97-memory-db-bhs6s4)](https://m8ven.ai/mcp/cunzai97-memory-db-bhs6s4)

commit: f42f983577fe1efb2da98416fce0d7b5738a30ae

code hash: 1b75d892181d757267f61761610646216dc5a202b27439ab008c1c5f8ede1605

verified: 6/28/2026, 9:05:41 AM

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