phoenix-objects / evidence /mcp_churn_brief.json
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{
"status": "ok",
"generated_at": "2026-09-29T15:25:27.604556+00:00",
"title": "MCP Infrastructure Churn Brief",
"claim_state": "measured",
"headline": "MCP registry is ACTIVE with 2.39% churn on 2026-09-29",
"latest": {
"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"
},
"high_churn_operators": [
{
"operator": "com.a2awire",
"tier": "HIGH_CHURN",
"risk_score": 225.5,
"added": 1,
"removed": 112,
"modified": 1,
"interpretation": "listing instability only; not a maliciousness claim"
},
{
"operator": "com.1102tools",
"tier": "HIGH_CHURN",
"risk_score": 25.0,
"added": 0,
"removed": 9,
"modified": 7,
"interpretation": "listing instability only; not a maliciousness claim"
},
{
"operator": "com.52choujiang",
"tier": "HIGH_CHURN",
"risk_score": 24.0,
"added": 0,
"removed": 11,
"modified": 2,
"interpretation": "listing instability only; not a maliciousness claim"
}
],
"watch_operators": [
{
"operator": "app.sallim",
"tier": "WATCH",
"risk_score": 11.0,
"added": 0,
"removed": 0,
"modified": 11,
"interpretation": "listing instability only; not a maliciousness claim"
},
{
"operator": "ai.smartmemory",
"tier": "WATCH",
"risk_score": 9.0,
"added": 0,
"removed": 0,
"modified": 9,
"interpretation": "listing instability only; not a maliciousness claim"
}
],
"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"
}
],
"limits": [
"Measures registry listing volatility, not maliciousness.",
"Operator risk means removal/version-change instability.",
"High churn may reflect cleanup, migration, or registry reshaping."
],
"recommended_use": [
"dependency monitoring",
"MCP server due diligence",
"agent infrastructure weather",
"watchlist alerting"
]
}