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MCP Server

predictoracle

io.tooloracle/predictoracle
Data & Analytics Legal & Compliance Public & reachable MCP 2026-07-28

What this MCP does

Forecasts compliance and risk trajectories, including DORA article status, evidence expiry, remediation velocity, deadlines, trends, and what-if scenarios.

Capabilities

Tools

12 tools
deadline_risk
Upcoming deadlines with compliance probability %.
Input schema 
{'type': 'object', 'properties': {'entity_id': {'type': 'string', 'description': 'Optional for entity-specific probability'}}, 'additionalProperties': False}
early_warning
Critical warnings: evidence expiry, score prediction, DORA deadline.
Input schema 
{'type': 'object', 'properties': {'entity_id': {'type': 'string'}}, 'additionalProperties': False}
evidence_decay
Evidence expiry timeline: what expires when, status per evidence.
Input schema 
{'type': 'object', 'properties': {'entity_id': {'type': 'string'}}, 'additionalProperties': False}
health_check
Server status.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
ping
Connectivity test.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
predict_article
Predict status of a specific DORA article in N days.
Input schema 
{'type': 'object', 'properties': {'article': {'type': 'string', 'description': 'e.g. Art. 28'}, 'entity_id': {'type': 'string'}, 'horizon_days': {'type': 'integer'}}, 'additionalProperties': False}
predict_entity
Full predictive risk profile: score trajectory, degradation timeline, risk level.
Input schema 
{'type': 'object', 'properties': {'entity_id': {'type': 'string'}, 'horizon_days': {'type': 'integer', 'description': 'Prediction horizon (default: 30)'}}, 'additionalProperties': False}
predict_score
Score trajectory: current, 7d, 14d, 30d, 60d, 90d with trend.
Input schema 
{'type': 'object', 'properties': {'entity_id': {'type': 'string'}}, 'additionalProperties': False}
remediation_velocity
How fast are findings being resolved? Average close time, velocity rating.
Input schema 
{'type': 'object', 'properties': {'entity_id': {'type': 'string'}}, 'additionalProperties': False}
risk_forecast
Which articles will degrade first? Sorted by urgency.
Input schema 
{'type': 'object', 'properties': {'entity_id': {'type': 'string'}}, 'additionalProperties': False}
scenario_forecast
What-if: no_testing, cloud_outage_30d, no_training, policy_expired, data_breach.
Input schema 
{'type': 'object', 'properties': {'days': {'type': 'integer'}, 'scenario': {'type': 'string', 'description': 'no_testing|cloud_outage_30d|no_training|policy_expired|data_breach'}, 'entity_id': {'type': 'string'}}, 'additionalProperties': False}
trend_analysis
Historical trend: audit events, score history.
Input schema 
{'type': 'object', 'properties': {'entity_id': {'type': 'string'}}, 'additionalProperties': False}
History

Recent tool changes

Added
ping
Sept. 17, 2026, 12:53 p.m.
Added
health_check
Sept. 17, 2026, 12:53 p.m.
Added
scenario_forecast
Sept. 17, 2026, 12:53 p.m.
Added
early_warning
Sept. 17, 2026, 12:53 p.m.
Added
trend_analysis
Sept. 17, 2026, 12:53 p.m.
Added
remediation_velocity
Sept. 17, 2026, 12:53 p.m.
Added
deadline_risk
Sept. 17, 2026, 12:53 p.m.
Added
evidence_decay
Sept. 17, 2026, 12:53 p.m.
Added
risk_forecast
Sept. 17, 2026, 12:53 p.m.
Added
predict_score
Sept. 17, 2026, 12:53 p.m.
Added
predict_article
Sept. 17, 2026, 12:53 p.m.
Added
predict_entity
Sept. 17, 2026, 12:53 p.m.
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