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Monitor data freshness, drift patterns, and quality alerts for engineering teams.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "AnomalyArmor" MCP server from askskill: Run: claude mcp add 'ai-anomalyarmor-armor-mcp' -- npx -y armor-mcp
Monitor, analyze, and troubleshoot full-stack systems with AI-powered observability.
Create tamper-evident audit trails and observability records for AI agents.
Answer metric questions, analyze trends, compare segments, and draft data reports.
Profile new datasets to assess structure, quality, distributions, and analysis priorities.
Query live traffic, errors, latency, and alerts from your AI agent.
Validate LLM training data, detect anomalies, and auto-fix quality issues.