Memory MCP Server

Item: Memory MCP Server
Rating: 71
Author: M8ven

A general-purpose MCP memory server that gives AI clients long-term memory with semantic search, memory classification, priority management, and progressive injection, supporting local JSON or cloud PostgreSQL storage.

→ zuohang20100323/memory-defrost · 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.

🔐

You'll be asked for 1 credential: GEMINI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

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

configDATABASE_URL— export ="postgresql://user:pass@host:5432/dbname"

🔐 secretGEMINI_API_KEY— export ="your-gemini-api-key" # 可选，用于语义搜索

configTOOL_PREFIX— export ="work_" # 工具名将变为 work_save_memory, work_recall_memory 等

configSEARCH_MODE

configMAX_RESULTS— 第 3+ 次条（默认 3）正常搜索，完整返回

configSERVER_NAME— export ="work-memory" # 服务器名称

configPORT— export =8000

// 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 4 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/zuohang20100323-memory-defrost-13iz6s)](https://m8ven.ai/mcp/zuohang20100323-memory-defrost-13iz6s)

commit: 4cee7d4e57d7ba046111d1b34934d2c19929c42a

code hash: e64137207830d55694d581f3f95ab8e984711d1ebcb664c483b4edd4932fe81f

verified: 8/1/2026, 8:38:58 AM

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