AI Memory

Item: AI Memory
Rating: 74
Author: M8ven

Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across sessions using PostgreSQL with pgvector for vector similarity search, featuring intelligent caching, multi-user support, memory relationships, automatic clustering, and background job processing for persistent AI memory and knowledge management systems.

→ scanadi/mcp-ai-memory· npm: mcp-ai-memory· 2.3K installs· listed on pulsemcp

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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.

configDATABASE_URL— "": "postgresql://username:password@localhost:5432/memory_db"

configMEMORY_DB_URL— "": "postgresql://...",

configTEST_DATABASE_URL

// 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/mcp-ai-memory-1yj09s)](https://m8ven.ai/mcp/mcp-ai-memory-1yj09s)

commit: b83bacbda03ef68d072a7df4c27157a1a88c4f77

code hash: c39dd4b5c1efdcec2315b03edceab1017cd052b059a070dbb972a3ecc5ba9cd5

verified: 6/14/2026, 11:21:33 AM

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