mcpbeat Sign in

Driftoracle MCP Server

answering

Driftoracle is answering right now. Last checked 11 min ago. It exposes 15 tools. Last commit 5 Apr 2026.

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

Uptime history 91 days of history · worst day 0%
91 days agonow
100.0%
Uptime 24h
91 of 91 checks
15
Tools
read from the server
125 ms
Response time
average over 24h
0
Stars
last commit 5 Apr 2026

Driftoracle does not always answer

Over the last week it answered 28.9% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.

run in your terminal
claude mcp add driftoracle --transport http https://tooloracle.io/drift/mcp/
Settings → Connectors → Add custom connector, then paste this address
https://tooloracle.io/drift/mcp/
~/.codex/config.toml
[mcp_servers.driftoracle]
url = "https://tooloracle.io/drift/mcp/"
.cursor/mcp.json
{
  "mcpServers": {
    "driftoracle": {
      "url": "https://tooloracle.io/drift/mcp/"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "driftoracle": {
      "type": "http",
      "url": "https://tooloracle.io/drift/mcp/"
    }
  }
}

Available tools 15

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

detect
detect_cloud_drift
Cloud provider status changes — live check.
detect_control_drift
Controls that degraded from GREEN to YELLOW/RED.
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.
detect_evidence_drift
Find stale assessments + expired evidence + degraded controls.
detect_regulatory_drift
Scan for regulation changes affecting DORA. Checks RegWatch + LawOracle + EU feeds.
drift
drift_history
History of all drift events.
drift_status
Current open drift events per entity.
configure
configure_thresholds
View/set drift detection thresholds.
full
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.
health
health_check
Server status.
mark
mark_drift
Manually mark an article as DRIFT.
obligation
obligation_map
Drift detection obligations (DORA-DFT-01..04).
ping
ping
Connectivity test.
resolve
resolve_drift
Mark drift event as resolved.
trigger
trigger_remediation
Self-healing: sync all data, run escalation, collect evidence, auto-resolve drift events.

Endpoints

URLTransportStateLatencyChecked
https://tooloracle.io/drift/mcp/ streamable-http answering 96 ms 11 min ago

Alternatives to Driftoracle

same job, measured the same way
Modelwatch
by bch1212

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

58 installs/wk local only
Turbometrics MCP
by turbopress-de

Website performance monitoring: scans, Core Web Vitals, RUM data and alerts.

answering
Competiflow
by nyku

Competitor monitoring for AI agents: track rival pricing, docs and changelog changes with evidence.

99 installs/wk local only
Ground Truth - Fresh Evidence for AI Agents
by anish632

Keep AI answers fresh with free source previews, scheduled monitoring, evidence history, and alerts.

19 tools answering
AnomalyArmor
by anomalyarmor

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

224 installs/wk answering
Delta Registry — Regulatory & Compliance Monitoring (28 tools)
by stefanoseggio

28 pay-per-event tools for regulatory, sanctions, procurement, and corporate-registry monitoring.

answering
Httpstatus
by httpstatus

AI-callable tools for API mocking, testing, monitoring, security, and automation.

answering
Logicmonitor
by ryanmat

LogicMonitor API integration with 167 tools for alerts, devices, dashboards, and more.

598 installs/wk local only

Driftoracle — questions

Answers built from our own checks of this server.

What can Driftoracle do?
It exposes 15 tools, read directly from the server on our last check. Among them: configure_thresholds, detect_cloud_drift, detect_control_drift, detect_enterprise_drift, detect_evidence_drift, detect_regulatory_drift and 9 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
What is Driftoracle mostly used for?
Its tools cluster around detect and drift. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.
Is Driftoracle working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 125 ms. The bar chart above shows every period we have measured.
How do I connect Driftoracle?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Driftoracle need an API key?
No. Driftoracle completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 15 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Driftoracle?
It answers our handshake in 125 ms on average, which is faster than 90% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Driftoracle open source?
We cannot say either way: written in Python and 0 stars on GitHub, but we could not determine the licence, and without one the code is not open source by default.