MCP vs. A2A: Architectural Breakdown & Comparison

Connecting LLMs to enterprise data vs. coordinating autonomous AI agents—what is the real difference between Model Context Protocol (MCP) and Agent-to-Agent (A2A) frameworks?

This slide deck breaks down the technical differences, integration workflows, and enterprise use cases for each standard to help AI architects and engineers build scalable, production-ready AI systems.

Key Highlights:

MCP vs. A2A conceptual differences and workflows

Multi-agent communication vs. contextual data fetching

Practical enterprise implementation strategies

Access the full breakdown and technical guide here:

https://kizzyconsulting.com/mcp-vs-a2a/

Transcript