Memory Quality Mcp
Audit and clean up Claude Code's auto-saved memories.
Claude Code v2.1.59+ automatically saves memories from your conversations. Over time, your memory store accumulates stale project notes, junk memories, conflicting preferences, and over-interpreted one-off remarks.
Memory Quality MCP gives your memory store a health check:
• memory_audit() — instant scan, no LLM cost
• memory_report() — 4-dimension scoring (Importance / Recency / Credibility / Accuracy) with conflict detection
• memory_cleanup() — safe cleanup with dry-run preview + auto-backup to .trash/
• memory_dashboard() — visual health dashboard with scores and recommendations
Supports OpenAI, Anthropic, Kimi, MiniMax. Auto-detects language (EN/ZH) from system locale.
Try demo mode first — no real memory files needed: Open the memory dashboard in demo mode
Server Config
{
"mcpServers": {
"memory-quality": {
"command": "uvx",
"args": [
"memory-quality-mcp"
],
"env": {
"OPENAI_API_KEY": "your-key-here"
}
}
}
}