Driftoracle

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DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.

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https://tooloracle.io/drift/mcp/

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configure_thresholds

View/set drift detection thresholds.

setboolean

True to update

evidence_max_age_daysinteger

assessment_max_age_daysinteger

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

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Tools (15)

configure_thresholds

View/set drift detection thresholds.

Argument	Type	Description
set	boolean	True to update
evidence_max_age_days	integer
assessment_max_age_days	integer

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "set": {
      "type": "boolean",
      "description": "True to update"
    },
    "evidence_max_age_days": {
      "type": "integer"
    },
    "assessment_max_age_days": {
      "type": "integer"
    }
  },
  "additionalProperties": false
}

detect_cloud_drift

Cloud provider status changes — live check.

Argument	Type	Description
entity_id	string	Optional

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string",
      "description": "Optional"
    }
  },
  "additionalProperties": false
}

detect_control_drift

Controls that degraded from GREEN to YELLOW/RED.

Argument	Type	Description
entity_id	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

detect_enterprise_drift

Detect compliance drift across 6 enterprise dimensions: NIS2 (CyberShield), ISO 27001 (CyberShield), LkSG (SupplyChainOracle), Contract DORA Art.28 (LegalTechOracle), DAC6 Tax (TaxOracle), Healthcare MDR (HealthGuard). Auto-logs drift events.

Argument	Type	Description
entity_id	string
categories	string	Comma-separated: nis2, iso27001, lksg, contracts, tax, healthcare. Omit for all.

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    },
    "categories": {
      "type": "string",
      "description": "Comma-separated: nis2, iso27001, lksg, contracts, tax, healthcare. Omit for all."
    }
  },
  "additionalProperties": false
}

detect_evidence_drift

Find stale assessments + expired evidence + degraded controls.

Argument	Type	Description
entity_id	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

detect_regulatory_drift

Scan for regulation changes affecting DORA. Checks RegWatch + LawOracle + EU feeds.

Argument	Type	Description
entity_id	string	Optional

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string",
      "description": "Optional"
    }
  },
  "additionalProperties": false
}

drift_history

History of all drift events.

Argument	Type	Description
limit	integer
entity_id	string	Optional

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer"
    },
    "entity_id": {
      "type": "string",
      "description": "Optional"
    }
  },
  "additionalProperties": false
}

drift_status

Current open drift events per entity.

Argument	Type	Description
entity_id	string	Optional — empty for all

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string",
      "description": "Optional — empty for all"
    }
  },
  "additionalProperties": false
}

full_drift_scan

Run ALL 5 drift detections in one call (regulatory + evidence + cloud + control + ENTERPRISE). Enterprise dimension scans NIS2, LkSG, ISO 27001, Contracts, Tax, Healthcare via MEGA MCP oracles.

Argument	Type	Description
entity_id	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

health_check

Server status.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

mark_drift

Manually mark an article as DRIFT.

Argument	Type	Description
reason	string
article	string
entity_id	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "reason": {
      "type": "string"
    },
    "article": {
      "type": "string"
    },
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

obligation_map

Drift detection obligations (DORA-DFT-01..04).

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

ping

Connectivity test.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

resolve_drift

Mark drift event as resolved.

Argument	Type	Description
drift_id	string
resolved_by	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "drift_id": {
      "type": "string"
    },
    "resolved_by": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

trigger_remediation

Self-healing: sync all data, run escalation, collect evidence, auto-resolve drift events.

Argument	Type	Description
entity_id	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}