Download evidence/mcp_churn_index.json from gemmozero/phoenix-objects: direct link, hf CLI and curl.
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https://huggingface.co/datasets/gemmozero/phoenix-objects/resolve/main/evidence/mcp_churn_index.json
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hf download hf://datasets/gemmozero/phoenix-objects/evidence/mcp_churn_index.json
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12.3 kB
| { | |
| "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." | |
| } |