Traceforce Exits Stealth: 15+ AI Apps Per Device, Each Wired to Multiple MCPs

Traceforce launched from stealth on July 16, 2026 with a device-level platform for monitoring AI apps and MCP connections. Already deployed on 1,000+ devices across 10 organizations, the company reports finding over 15 AI applications per device — each connected to 5–10 MCPs. Real-world detections include plaintext secrets in MCP configs, leaked API keys, and destructive command warnings.