Singh J. Self-Evolving Agent Frameworks: Leveraging MCP for Continuous Learning and Knowledge Retention in AI Ecosystems. Art. Intel. Mach. Learn. Auto. Sys. 2025;9:176-211. Accessed July 29, 2026. https://amlas.net/index.php/publication/article/view/51