MCP MeasureMCP Measure

index observed

driftoracle

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

Should I use this

Quality & Safety

B
Description quality
77%
Schema completeness
68%
Naming quality
81%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (6)

  • LOWTool 'detect_control_drift' description lacks action verbin detect_control_drift
  • LOWTool 'mark_drift' description lacks action verbin mark_drift
  • LOWTool 'resolve_drift' description lacks action verbin resolve_drift
  • LOWTool 'drift_history' description lacks action verbin drift_history
  • LOWTool 'obligation_map' description lacks action verbin obligation_map
  • LOWTool 'health_check' description lacks action verbin health_check

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~863Tokens (tool definitions)
~350 BTypical response size
Moderate attention impact (0.67% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "driftoracle": {
      "url": "https://tooloracle.io/drift/mcp/"
    }
  }
}

Remote endpoints

https://tooloracle.io/drift/mcp/streamable-http

What it can do

Tool inventory

Tools (15)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪detect_regulatory_drift(entity_id)

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

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string",
      "description": "Optional"
    }
  },
  "additionalProperties": false
}
🟢detect_evidence_drift(entity_id)

Find stale assessments + expired evidence + degraded controls.

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
⚪detect_cloud_drift(entity_id)

Cloud provider status changes — live check.

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string",
      "description": "Optional"
    }
  },
  "additionalProperties": false
}
⚪detect_control_drift(entity_id)

Controls that degraded from GREEN to YELLOW/RED.

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
⚪full_drift_scan(entity_id)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
⚪drift_status(entity_id)

Current open drift events per entity.

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string",
      "description": "Optional — empty for all"
    }
  },
  "additionalProperties": false
}
⚪mark_drift(entity_id, article, reason)

Manually mark an article as DRIFT.

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    },
    "article": {
      "type": "string"
    },
    "reason": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
⚪resolve_drift(drift_id, resolved_by)

Mark drift event as resolved.

Input Schema

{
  "type": "object",
  "properties": {
    "drift_id": {
      "type": "string"
    },
    "resolved_by": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
⚪trigger_remediation(entity_id)

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

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
⚪drift_history(entity_id, limit)

History of all drift events.

Input Schema

{
  "type": "object",
  "properties": {
    "entity_id": {
      "type": "string",
      "description": "Optional"
    },
    "limit": {
      "type": "integer"
    }
  },
  "additionalProperties": false
}
⚪configure_thresholds(set, evidence_max_age_days, assessment_max_age_days)

View/set drift detection thresholds.

Input Schema

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

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

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
⚪detect_enterprise_drift(entity_id, categories)

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.

Input Schema

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

Server status.

Input Schema

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

Connectivity test.

Input Schema

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

Community

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Evidence

Recent observations

verifiedversion not recorded15 tools
verifiedversion not recorded15 tools
verifiedversion not recorded15 tools