Compare
Carrier vs the alternatives
An honest breakdown. We're not the only way to reach an OCS — but we're the only one built for AI-native operators from day one.
| Dimension | Carrier MCP This | Build from scratch | Legacy MNO portals |
|---|---|---|---|
| Time to first AI call | < 2 min | Weeks to months | Not possible |
| AI-native (MCP) | 103 tools, 5 prompts, OAuth 2.1 | You build and maintain the MCP layer yourself | Web UI only — no programmatic AI access |
| OCS API integration | 43 methods, Zod-validated, retry + timeout | Raw OCS REST — no type safety, no retry logic out of the box | Via web UI — no API access |
| OAuth 2.1 + PKCE | Per-user token vault, no shared credentials | You implement auth from scratch | Session cookies only |
| Tool / action count | 103 tools | You build each one | UI actions only |
| Intelligence composites | 8 composites: churn_risk, fleet_health, detect_usage_anomalies, etc. | You build and train them | |
| Latency (P50 tool call) | ~200 ms (CF edge) | Depends on your infra — typically 300-800 ms | N/A — not programmable |
| Pricing model | Free (read) · $49/mo (Pro) · Custom (Enterprise) | Engineering time + OCS contract + infra | MNO contract required |
| Audit log | Analytics Engine — every tool call logged | You build it | Limited — export-only |
| Scope / permission gates | read / write / admin tiers enforced server-side | Custom RBAC — you implement | Role-based UI only |
“Build from scratch” assumes direct OCS API integration with a custom MCP layer. “Legacy MNO portals” refers to web-based operator dashboards offered by MNOs and MVNEs — typically Netcracker, MATRIXX, or bespoke billing UIs. Carrier does not fabricate benchmarks — latency figures reflect Cloudflare Workers edge performance under normal load.