Preference Memory MCP

Item: Preference Memory MCP
Rating: 71
Author: M8ven

A local, provider-neutral MCP server that turns user corrections into scoped, reviewable, and safely retrievable preference memory.

→ efficjump/preference-memory-mcp · 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.

configPREFERENCE_MEMORY_DATA_DIR— Platform user-data directory Parent directory used when the database path is not set.

configXDG_DATA_HOME

configPREFERENCE_MEMORY_DB— "$PWD/demo.sqlite3" preference-memory doctor

configPREFERENCE_MEMORY_SAMPLING— auto Sampling policy: auto, extraction-only, rerank-only, or never.

// 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/efficjump-preference-memory-mcp-m9nw94)](https://m8ven.ai/mcp/efficjump-preference-memory-mcp-m9nw94)

commit: 00978c0fde1c2ae670c97336323e0b9565514f51

code hash: 9d62e6d962bf5d3f08885513a001df2fd72584b47127b5f6145642013dfec49f

verified: 7/21/2026, 8:53:10 AM

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