phoenix-objects / evidence /mcp_churn_index.json
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PHOENIX release (verified VALID_FULL in isolated env)
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{
"status": "ok",
"claim_state": "measured",
"generated_at": "2026-09-29T10:36:40+00:00",
"source": "agent-mcp-registry changes table + snapshots daily server totals",
"summary": {
"date": "2026-09-29",
"added": 12,
"removed": 5,
"modified": 16,
"total_servers": 1379,
"churn_rate": 2.39,
"volatility": "ACTIVE",
"computed_at": "2026-09-29T10:36:40+00:00"
},
"history": [
{
"date": "2026-09-29",
"added": 12,
"removed": 5,
"modified": 16,
"total_servers": 1379,
"churn_rate": 2.39,
"volatility": "ACTIVE",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"date": "2026-09-28",
"added": 43,
"removed": 46,
"modified": 35,
"total_servers": 2715,
"churn_rate": 4.57,
"volatility": "ACTIVE",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"date": "2026-09-27",
"added": 34,
"removed": 68,
"modified": 28,
"total_servers": 2718,
"churn_rate": 4.78,
"volatility": "ACTIVE",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"date": "2026-09-26",
"added": 36,
"removed": 78,
"modified": 38,
"total_servers": 2752,
"churn_rate": 5.52,
"volatility": "VOLATILE",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"date": "2026-09-25",
"added": 31,
"removed": 38,
"modified": 40,
"total_servers": 2794,
"churn_rate": 3.9,
"volatility": "ACTIVE",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"date": "2026-09-24",
"added": 0,
"removed": 0,
"modified": 3,
"total_servers": 2801,
"churn_rate": 0.11,
"volatility": "CALM",
"computed_at": "2026-09-29T10:36:40+00:00"
}
],
"operator_risk": [
{
"operator": "com.a2awire",
"added": 1,
"removed": 112,
"modified": 1,
"risk_score": 225.5,
"status": "HIGH_CHURN",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.1102tools",
"added": 0,
"removed": 9,
"modified": 7,
"risk_score": 25.0,
"status": "HIGH_CHURN",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.52choujiang",
"added": 0,
"removed": 11,
"modified": 2,
"risk_score": 24.0,
"status": "HIGH_CHURN",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "app.sallim",
"added": 0,
"removed": 0,
"modified": 11,
"risk_score": 11.0,
"status": "WATCH",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.smartmemory",
"added": 0,
"removed": 0,
"modified": 9,
"risk_score": 9.0,
"status": "WATCH",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.acjlabs",
"added": 0,
"removed": 3,
"modified": 0,
"risk_score": 6.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "art.maddegen.agent",
"added": 7,
"removed": 0,
"modified": 2,
"risk_score": 5.5,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.starreel",
"added": 0,
"removed": 0,
"modified": 5,
"risk_score": 5.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.robosystems",
"added": 0,
"removed": 0,
"modified": 4,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.adcritter",
"added": 0,
"removed": 2,
"modified": 0,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.senaro",
"added": 0,
"removed": 0,
"modified": 4,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.actablesite",
"added": 0,
"removed": 2,
"modified": 0,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.abutly",
"added": 0,
"removed": 2,
"modified": 0,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "co.yungle",
"added": 0,
"removed": 1,
"modified": 2,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.24haowan",
"added": 0,
"removed": 2,
"modified": 0,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.402rates",
"added": 0,
"removed": 2,
"modified": 0,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "coach.marian",
"added": 0,
"removed": 2,
"modified": 0,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "co.valid",
"added": 0,
"removed": 2,
"modified": 0,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "co.thinair",
"added": 0,
"removed": 2,
"modified": 0,
"risk_score": 4.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.adminlanding",
"added": 0,
"removed": 1,
"modified": 1,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.3dneweraai",
"added": 0,
"removed": 1,
"modified": 1,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.adbutler",
"added": 0,
"removed": 1,
"modified": 1,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.limitguard.api",
"added": 0,
"removed": 0,
"modified": 3,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "app.marketgenius",
"added": 0,
"removed": 0,
"modified": 3,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.accountingqb",
"added": 0,
"removed": 1,
"modified": 1,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.overwing",
"added": 0,
"removed": 0,
"modified": 3,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.weftly",
"added": 0,
"removed": 0,
"modified": 3,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.megastructure",
"added": 0,
"removed": 0,
"modified": 3,
"risk_score": 3.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.alphaquantlabs",
"added": 1,
"removed": 0,
"modified": 2,
"risk_score": 2.5,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "app.svglab",
"added": 1,
"removed": 0,
"modified": 2,
"risk_score": 2.5,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.4bl1ty",
"added": 1,
"removed": 1,
"modified": 0,
"risk_score": 2.5,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.agent-bev",
"added": 1,
"removed": 0,
"modified": 2,
"risk_score": 2.5,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.imario",
"added": 1,
"removed": 0,
"modified": 2,
"risk_score": 2.5,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.withone",
"added": 0,
"removed": 0,
"modified": 2,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.dinglebear",
"added": 0,
"removed": 0,
"modified": 2,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.adcreator-ai",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.aditus.developers",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.admakeai",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.admaxxer",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "cloud.dchub",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.actuallycare",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.actuato",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.acuiq",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.acuris-geo",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.adadiamonds",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.adaptlypost",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.adbloop",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "com.adbtd",
"added": 0,
"removed": 1,
"modified": 0,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "ai.mailmcp",
"added": 0,
"removed": 0,
"modified": 2,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
},
{
"operator": "app.srift",
"added": 0,
"removed": 0,
"modified": 2,
"risk_score": 2.0,
"status": "LOW",
"computed_at": "2026-09-29T10:36:40+00:00"
}
],
"method": "churn_rate=(added+removed+modified)/same-day total_servers*100; fallback to nearest prior total if missing",
"limitations": "Registry churn measures listing volatility, not server quality or maliciousness."
}