Memory Quality MCP Server

@ladyiceberg

Repository

Basic information

About Memory Quality MCP Server

A Claude Code MCP plugin that audits and cleans up your AI memory.

#memory #mcp #claude #claude-code

Memory Quality MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "memory-quality": {
      "command": "uvx",
      "args": [
        "memory-quality-mcp"
      ],
      "env": {
        "OPENAI_API_KEY": "your-key-here"
      }
    }
  }
}

Memory Quality MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

Fetch the live tool list by running this server in a temporary sandbox using the button above.

Overview

What is Memory Quality Mcp?

Memory Quality Mcp audits and cleans up Claude Code’s auto-saved memories. It provides a health check with four tools that scan, score, clean, and visualize your memory store. It supports multiple LLM providers and auto-detects language from system locale.

How to use Memory Quality Mcp?

Invoke the provided tools (memory_audit(), memory_report(), memory_cleanup(), memory_dashboard()) after installation. A demo mode is available that requires no real memory files.

Key features of Memory Quality Mcp

Instant memory scan with no LLM cost (memory_audit())
Four-dimension scoring: Importance, Recency, Credibility, Accuracy
Conflict detection and safe cleanup with dry-run preview
Auto-backup of cleaned memories to .trash/ folder
Visual health dashboard with scores and recommendations
Supports OpenAI, Anthropic, Kimi, and MiniMax providers

Use cases of Memory Quality Mcp

Audit a bloated memory store for stale or junk entries
Identify conflicting preferences saved over many sessions
Clean up one-off remarks that were over-interpreted as facts
Generate a health report to understand memory quality at a glance

Frequently asked questions

What does Memory Quality Mcp do?

It scans and cleans up the automatic memories that Claude Code saves from conversations, helping you remove stale, conflicting, or junk entries.

Do I need real memory files to try it?

No. You can use demo mode first—no real memory files are required.

What tools are available?

Four tools: `memory_audit()` (instant scan), `memory_report()` (scoring + conflict detection), `memory_cleanup()` (safe cleanup with backup), and `memory_dashboard()` (visual health dashboard).