DEV CommunityAI agents: MCP vs A2A — when to use each protocolMost developers conflate MCP and A2A as interchangeable ways to connect AI agents to tools. Clarifying their distinct roles can save months of misaligned architecture and integration headaches.Jun 24, 2026