Download evidence/mcp_churn_brief.json from gemmozero/phoenix-objects: direct link, hf CLI and curl.
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3.5 kB
| { | |
| "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" | |
| ] | |
| } |