MCP and A2A address a similar fundamental challenge from different angles, and many organizations will benefit from implementing both approaches in tandem.

Unlock developer potential with GitHub Copilot. Learn the 5 critical steps to successfully implement AI-powered coding assistance in your enterprise team.

Beyond traditional RAG: Discover how GraphRAG leverages relationship-rich knowledge graphs to deliver more nuanced, contextual AI insights for your enterprise.RetryClaude can make mistakes. Please double-check responses.

Turn scattered AI use into strategic advantage by implementing simple prompt engineering practices that boost productivity and drive measurable business results—no technical expertise needed.