io.tooloracle/driftoracle

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "driftoracle": {
      "url": "https://tooloracle.io/drift/mcp/",
      "transport": "streamable-http"
    }
  }
}

Measured tools (15)

• detect_regulatory_drift

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

  Parameters:

  • entity_id — string — Optional

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• detect_evidence_drift

  Find stale assessments + expired evidence + degraded controls.

  Parameters:

  • entity_id — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• detect_cloud_drift

  Cloud provider status changes — live check.

  Parameters:

  • entity_id — string — Optional

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• detect_control_drift

  Controls that degraded from GREEN to YELLOW/RED.

  Parameters:

  • entity_id — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • entity_id — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• drift_status

  Current open drift events per entity.

  Parameters:

  • entity_id — string — Optional — empty for all

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• mark_drift

  Manually mark an article as DRIFT.

  Parameters:

  • reason — string
  • article — string
  • entity_id — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• resolve_drift

  Mark drift event as resolved.

  Parameters:

  • drift_id — string
  • resolved_by — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• trigger_remediation

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

  Parameters:

  • entity_id — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• drift_history

  History of all drift events.

  Parameters:

  • limit — integer
  • entity_id — string — Optional

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• configure_thresholds

  View/set drift detection thresholds.

  Parameters:

  • set — boolean — True to update
  • evidence_max_age_days — integer
  • assessment_max_age_days — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• obligation_map

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

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • entity_id — string
  • categories — string — Comma-separated: nis2, iso27001, lksg, contracts, tax, healthcare. Omit for all.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• health_check

  Server status.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• ping

  Connectivity test.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Repository

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