Devops MCP Servers

Manage secrets and environment variables via Doppler. List projects, audit secrets, and track activity logs from any AI agent.

LLMs suggest irreversible architectural changes. This engine is a 6-pivot cognitive trap that forces the agent to map data rollbacks, blast radius, and canary deployments before executing.

Most postmortems fail: vague timelines, symptom-level root causes, and action items with no owner. This tool forces SRE-grade rigor: minute-by-minute timeline reconstruction, systemic 5-Whys analysis, root cause isolation, accountable action items with owners and deadlines, and historical pattern detection.

An AI recommended a big-bang database migration over the weekend. No dependency map — 7 services read from that database. No rollback plan — 'just restore from backup.' No data validation — 2.3 million records with timezone-dependent timestamps. The migration ran Saturday at 2 AM. By 4 AM, 3 downstream services were returning stale data, the backup was 6 hours old, and 14,000 customer records had corrupted timestamps. Monday morning: 72-hour incident. This tool forces risk assessment, rollback definition, data integrity verification, cutover planning, and stakeholder alignment.