Research on self-evolving ontologies and MCP integration for agents

Recent research demonstrates that incorporating a self-evolving ontology layer significantly improves agent performance on complex benchmarks. Meanwhile, the ecosystem continues to expand with new integrations and servers built around the Model Context Protocol.