{"id":"model-collapse-preventer-mcp","title":"Deterministic model-collapse-preventer-mcp Engine","domain":"DETERMINISTIC_BLOCK_12","description":"1-to-1 mathematical, physical, cryptographic and normative execution engine for model-collapse-preventer-mcp (<250ms SLA).","pricing":{"usdc":"0.010","microUnits":"10000","currency":"USDC","network":"base-mainnet (8453)","asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","escrow":"0x5d47070A36A37DAf417e64FF27a1e5B3F1c84efa","payTo":"0x8aaBAB75bE8825d0f5D514a9a5cBa04B7bF84920"},"inputSchema":{"type":"object","description":"Structured input parameters for model-collapse-preventer-mcp"},"outputSchema":{"type":"object","required":["status","serviceId","evaluationCriterion","modelCollapseAlertTriggered","overallDegradationSummary","generationHistory","preventiveGuidance","executionProofHash","timestampIso"],"properties":{"status":{"type":"string"},"serviceId":{"type":"string"},"evaluationCriterion":{"type":"string"},"modelCollapseAlertTriggered":{"type":"boolean"},"overallDegradationSummary":{"type":"object"},"generationHistory":{"type":"object"},"preventiveGuidance":{"type":"string"},"executionProofHash":{"type":"string"},"timestampIso":{"type":"string"}}},"outputExample":{"status":"ok","serviceId":"model-collapse-preventer-mcp","evaluationCriterion":"Recursive Synthetic Training Collapse (Entropy & Zipfian Deviation)","modelCollapseAlertTriggered":true,"overallDegradationSummary":{"entropyDecayPct":42.42,"vocabularyContractionPct":40,"terminalTtr":0.0263,"collapseRisk":"CRITICAL_COLLAPSE_DETECTED"},"generationHistory":[{"generationId":0,"totalTokens":241,"uniqueVocabSize":10,"typeTokenRatio":0.0415,"shannonEntropyBits":3.1793,"zipfianTailExponent":0.653},{"generationId":1,"totalTokens":206,"uniqueVocabSize":10,"typeTokenRatio":0.0485,"shannonEntropyBits":2.617,"zipfianTailExponent":1.792},{"generationId":2,"totalTokens":228,"uniqueVocabSize":6,"typeTokenRatio":0.0263,"shannonEntropyBits":1.8307,"zipfianTailExponent":2.542}],"preventiveGuidance":"INJECT_VERIFIED_HUMAN_GROUND_TRUTH_DATA","executionProofHash":"22acc4faa129e23e61c10f5e3050692966a15937cd179bf64d38f47022ddaf03","timestampIso":"2026-11-14T14:53:29.436Z"},"endpoints":{"execute":"https://api.m2mcent.com/model-collapse-preventer-mcp/api/process","canonical":"https://api.m2mcent.com/model-collapse-preventer-mcp/api/process","preview":"https://api.m2mcent.com/model-collapse-preventer-mcp/preview","apiPreview":"https://api.m2mcent.com/model-collapse-preventer-mcp/api/preview","quote":"https://api.m2mcent.com/model-collapse-preventer-mcp/quote"}}