MCP vs A2A – A Complete Deep Dive
1 Introduction The Model Context Protocol (MCP) represents a novel open standard designed to unify the interface between large language model (LLM) agents and external tools, data sources, and memory systems. Unlike traditional API calls, MCP provides a contextualized, real-time JSON-RPC communication channel, allowing LLM-based agents to extend their reasoning capabilities dynamically by invoking, combining, … Read more