Eight intelligence tools.
Live in your MCP today.
Churn risk, fleet health, anomaly detection, package optimization — 8 composite analytics tools shipping inside Carrier MCP right now. Ask in plain English; carrier_ask routes to the right composite.
8 composites — shipping now
Call them directly by name, or ask in plain English and let carrier_ask route for you.
fleet_healthFleet Health
Fleet-wide health aggregate across all subscribers — active ratios, suspension counts, balance alerts, package coverage.
churn_riskChurn Risk
Usage-pattern analysis to identify subscribers trending toward inactivity. Surfaces at-risk cohorts before packages expire.
audit_network_coverageNetwork Coverage Audit
Steering list analysis — verifies network assignments match coverage zones and flags subscribers on suboptimal routes.
diagnose_subscriberDiagnose Subscriber
Multi-signal subscriber health check: balance, status, package state, network attach, and traffic restrictions in one call.
detect_usage_anomaliesDetect Usage Anomalies
Identifies usage patterns that fall outside normal bounds — spikes, drops, zero-usage streaks, and billing mismatches.
optimize_packageOptimize Package
Package optimization composite — compares subscriber usage against assigned plan and recommends right-sized alternatives.
marketing_intelligenceMarketing Intelligence
Segment-level analytics for commercial teams: ARPU by region, package mix performance, cohort retention metrics.
high_cost_subscribersHigh-Cost Subscribers
Cost analysis composite — surfaces subscribers generating disproportionate OCS costs for review or re-packaging.
How it works
01
Natural language → carrier_ask
Type 'show me fleet health' or 'which subscribers are churn risk'. The carrier_ask tool routes to the right composite using Claude Haiku 3 intent classification — no manual tool selection.
02
HARD_BLOCK for destructive composites
Any composite that modifies subscriber state requires a confirm-token from the HARD_BLOCK gating layer before execution. No accidental bulk changes.
03
Every call audit-logged
Cloudflare Analytics Engine records every routing decision and composite call — timestamps, sub-tool chains, and outcome status. Full audit trail, zero overhead.
Coming Q3 2026
Dedicated Intelligence REST surface
The 8 composites running in MCP today become a standalone REST API — webhooks, scheduled runs, dashboard reporting, and white-label analytics for your operators. The backend is already shipping; the product surface is next.