External QA layer for OpenClaw memory — diagnose, guard, and remediate your agent's memory.
OpenClaw only adds to memory, never removes. Over time this causes silent degradation: stale long-term memories pointing to
deleted files, false-positive short-term entries getting promoted, and SOUL.md drifting with task instructions that don't belong
in an identity file.
openclaw-memhealth intercepts the memory pipeline at every stage:
• memory_health_check_oc() — quick scan: zombie count, false-positive rate, retrieval health score
• memory_longterm_audit_oc() — deep audit of MEMORY.md: source validity, duplicate detection
• memory_promotion_audit_oc() — pre-promotion quality gate: 5 checks before entries enter MEMORY.md
• memory_soul_check_oc() — audit SOUL.md for boundary violations and identity drift
• memory_config_doctor_oc() — infer minScore/embedding issues from behavior data
• memory_dashboard_oc() — visual health dashboard with bilingual support (zh/en)
LLM API key optional. All read-only tools are zero-risk.
Server Config
{
"mcpServers": {
"openclaw-memhealth": {
"command": "uvx",
"args": [
"openclaw-memory-quality"
]
}
}
}