AgentWatch

AgentWatch is an open-source observability framework developed by CyberArk that provides comprehensive tracing and logging of AI agent interactions across multiple platforms and frameworks. It supports single-import integration, real-time LLM and tool-call monitoring, MCP server tracking, and detailed metadata capture for performance analysis. The project targets developers building multi-agent AI systems who need structured visibility into agent behavior and LLM call chains.