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MCPApril 18, 20256 min

MCP and A2A for Multi-Agent Cloud Platforms

MCP and A2A for Multi-Agent Cloud Platforms

A practical pattern to let specialist AI agents collaborate on incidents and remediation.

Single-agent systems become a bottleneck at scale. MCP and A2A protocols allow specialist agents to collaborate safely.

Why Move from One Agent

A monolithic orchestration agent slows feature velocity.

A distributed model lets each domain evolve independently.

How MCP Helps

MCP standardizes how agents expose tools and context.

New capabilities become discoverable services instead of hard-coded branches.

  • FinOps agent for cost tools
  • Security agent for risk and scan tools
  • Dynamic tool selection by orchestrator

A2A Handoff Pattern

A2A enables peer-to-peer task delegation.

This reduces round trips and supports parallel reasoning in complex outages.