# memory-quality-mcp

> Use this tool when you need to assess and optimize the quality of your Claude Code memory store, as it provides a comprehensive 4-dimension quality scoring and actionable cleanup recommendations through a visual dashboard, helping to identify and resolve memory-related issues. It solves problems related to memory store maintenance, data quality, and performance optimization. Ideal for use when auditing or refining Claude Code memory stores to ensure data integrity and efficiency.

Canonical page: https://skillsregistry.net/skills/ladyiceberg-memory-quality-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ladyiceberg-memory-quality-mcp

## Description

Audits your Claude Code memory store with 4-dimension quality scoring and actionable cleanup recommendations, including a visual dashboard.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** data-analytics
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/p63jkwvv8n)
- **Repository:** <https://github.com/ladyiceberg/memory-quality-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ladyiceberg-memory-quality-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ladyiceberg-memory-quality-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ladyiceberg-memory-quality-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt