{"type": "article", "title": "MCP Observability: Why AI Tool Calls Need Logs, Metrics, and Replayable Context", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/mcp-observability-why-ai-tool-calls-need-logs-metrics-and-replayable-context", "original_source": "https://vectoralix.com/blog/mcp-observability-why-ai-tool-calls-need-logs-metrics-and-replayable-context", "published": "2026-06-02T06:49:38+00:00", "accessed": "2026-06-13", "id": "mcp-observability-why-ai-tool-calls-need-logs-metrics-and-replayable-context"}