Ankur Aggarwal. “Comparative Analysis of Agentic Orchestration Layers: Personalization, Planning, Search, MCP Integration, and Reasoning Across Twelve Open-Source Frameworks”. International Journal of Intelligent Systems and Applications in Engineering 14, no. 1s (July 10, 2026): 1965–1976. Accessed July 24, 2026. https://ijisae.org/index.php/IJISAE/article/view/8451.