Whaber Oracle MCP Server

Q: What is the Whaber Oracle MCP server?

The Whaber Oracle MCP server is a Model Context Protocol implementation that lets AI agents like Claude, Cursor, and ChatGPT read and write Whaber Oracle data through a standardized interface. Willow hosts and governs this server so enterprises can roll it out without a security review backlog.

Q: How is Willow's Whaber Oracle MCP server different from the official one?

The official Whaber Oracle MCP server is scoped to a single user's account and does not include enterprise governance. Willow's version adds SSO, RBAC, audit logging, shadow AI detection, and centralized control over which actions agents can take across the entire org.

Q: Which AI clients work with the Whaber Oracle MCP server?

Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code with MCP support, n8n, and any custom agent built with OpenAI Agents SDK, LangChain, Vercel AI SDK, or Anthropic SDK.

Q: Is the Whaber Oracle MCP server secure? How does Willow handle authentication?

Every call runs behind your existing SSO (Okta, Azure AD). Per-user OAuth scopes the agent to exactly what that user can do in Whaber Oracle, nothing more. No credentials reach the LLM. Every action writes to an audit trail.

Q: Can I limit which Whaber Oracle actions agents can take?

Yes. Willow lets you scope agents to specific actions, specific projects, or specific environments. Toggle actions on or off in the dashboard, or enforce policy via infrastructure-as-code through GitHub.

Q: How do I detect shadow Whaber Oracle MCP servers in my org?

Willow's browser extension and discovery service surface unmanaged MCP servers, skills, and AI agents across the org. If a developer installed an unapproved Whaber Oracle MCP locally, you'll see it.

Q: What does the Whaber Oracle MCP server cost?

Pricing depends on org size and deployment model (SaaS, dedicated cloud, self-host). See withwillow.ai/pricing or contact sales for a quote.

Q: How do I install the Whaber Oracle MCP server with Willow?

Install via the Willow Connect Panel in one click, or paste the JSON snippet above into your Claude Desktop, Cursor, or Claude Code config. SSO and RBAC inherit from your existing Willow setup.

Ground truth operational layer for urban transfers in LatAm.

Tools

Last Updated

Jun 14, 2026

What is the Whaber Oracle MCP Server?

The Whaber Oracle MCP server gives AI agents structured, permission-aware access to Whaber Oracle through the Model Context Protocol. With 10 pre-built actions, agents can read, create, and update Whaber Oracle data on behalf of authorized users.

Willow ships the Whaber Oracle MCP server as part of an enterprise control plane. Every call runs behind SSO (Okta, Azure AD), enforces RBAC and least-privilege at runtime, writes to a full audit trail, and integrates with Splunk and Loki for SIEM visibility. Connect from Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code, n8n, or any custom agent. Install once, distribute org-wide, and see exactly how Whaber Oracle is being used by every AI agent in your stack.

Tools

whaber_get_safe_pickup_point

Returns a physically verified, safe pickup point for a hotel or airport in Quito. Coordinates validated by local drivers and operations team. Includes available carriers and instructions for the guest. Zone safety label is semantic only (safe/caution/avoid) — raw risk scores are NEVER exposed (moatGuard enforced).

whaber_calculate_ops_window

Calculates the recommended departure time for a transfer in Quito, including real traffic buffers, airport wait times, and Quito-specific time modifiers (altitude, terminal distance). Uses Google Routes API v2 with real-time traffic data.

whaber_validate_carrier_compliance

Validates whether a carrier holds all 7 required ANT documents in Ecuador: cédula, licencia profesional, puntos, antecedentes, póliza RC, ANT habilitación, matrícula. Returns compliant/non-compliant. Missing one document = TOTAL BLOCK. Zero exceptions. This is the Whaber Compliance Gate — not advisory.

whaber_query_place_safety

Returns the operational safety classification for a zone and time window in Quito. Returns semantic label only: safe / caution / avoid. moatGuard guarantees raw computed_score, risk_index, and safety_margin are NEVER exposed.

whaber_get_hotel_context

Returns the operational context for a hotel registered in the Whaber Place Graph: preferred pickup point, checkout policy, VIP rules, and available Whaber services.

whaber_validar_vuelo

Returns real-time flight status from AeroDataBox webhooks (push updates < 30s) plus derived terminal assignment for Mariscal Sucre UIO: T1 (domestic) or T2 (international). Grounds all transfer operations to actual flight state — never estimated. Includes delay minutes and gate changes.

whaber_enriched_route

Calculates a transfer route with real-time traffic via Google Routes API v2, Place Graph safety overlays, and encoded polylines. Returns ETA, distance in km, traffic alerts, and night-mode risk flag. Highest-cost tool — use when route fidelity is critical for scheduling.

whaber_compliance_gate

Full 7-document ANT compliance check for a carrier in Ecuador. Hard gate: returns binary compliant/non-compliant verdict. Missing ANY of the 7 documents triggers a FULL SERVICE BLOCK — not advisory. 7 documents: cédula, licencia profesional, puntos de licencia, antecedentes penales, póliza RC, ANT habilitación (taxi ejecutivo), matrícula vehículo.

whaber_recompute_zone_safety

Triggers a recalculation of the safety classification for a Quito zone after a new driver report or verified incident. Updates the Place Graph in real time. Returns the new semantic label (safe/caution/avoid). moatGuard: internal computed_score is NEVER exposed in the response.

whaber_resolver_direccion

Geocodes a free-text address or place name against the Whaber Place Graph (478 POIs, 20 zones) with fuzzy matching tuned for Quito naming conventions (barrios, landmarks, hotel names in Spanish and English). Falls back to Google Maps MCP if no Place Graph match. Returns verified coordinates and the matched POI node if found.

Customize Tools

Edit descriptions, modify arguments, select tools, or add new ones

Set Up Your Whaber Oracle MCP Server in Minutes

Add the following configuration to your MCP client. Authentication is handled via OAuth. Compatible with Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code, n8n, and any MCP-compatible agent.

Claude Desktop

claude_desktop_config.json

{
  "mcpServers": {
    "willow-whaber-oracle": {
      "type": "http",
      "url": "https://<org>.mcp-s.com/mcp/mcp/whaber-oracle"
    }
  }
}

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "willow-whaber-oracle": {
      "type": "http",
      "url": "https://<org>.mcp-s.com/mcp/mcp/whaber-oracle"
    }
  }
}

Claude Code

CLI

claude mcp add willow-whaber-oracle --transport http https://<org>.mcp-s.com/mcp/mcp/whaber-oracle

n8n

HTTP Request Node

{
  "url": "https://<org>.mcp-s.com/mcp/mcp/whaber-oracle",
  "method": "POST"
}

Or click "Install with Willow" above to set up automatically with SSO and RBAC preconfigured.

Enterprise Governance for Whaber Oracle

Willow adds the layer Whaber Oracle and every other SaaS doesn't ship out of the box: every call runs behind SSO (Okta, Azure AD), enforces RBAC and least-privilege at runtime, writes to full audit logs, and detects shadow AI usage across your stack. One MCP gateway. Any agent. Every tool.