Researchers have developed a technical taxonomy to classify and analyze communication protocols for LLM-based multi-agent systems, addressing the current fragmentation and interoperability challenges. The taxonomy aims to facilitate better understanding and standardization of these protocols. You can use this framework to evaluate and design more effective communication systems for your multi-agent applications. The study follows an established iterative method for defining the taxonomy.