AI Agent Protocols 2026: MCP vs A2A vs ACP — The Complete Guide

By 2026, standardized communication between AI agents and tools will be crucial, with the text introducing MCP (agent-tool), A2A (agent-agent), and ACP (lightweight messages) protocols. These protocols aim to reduce integration complexity from N×M to N+M connections, with MCP emerging as the primary standard for agent-tool connections.