Your company already has a standalone document-processing agent and a separate MCP-based records tool server. A new multi-agent solution must reuse both without rewriting them from scratch, while keeping secure integration. What should you do?
Select an answer to reveal the explanation.
Short Explanation
Reuse beats rewrite: plug the existing document agent in through Agent2Agent where supported, then consume the records tools through MCP clients. Keep authentication and least-privilege scopes at the integration boundaries. Copy-pasting SQL usernames into prompts isn’t integration.
Full Explanation
Developers must integrate existing agents securely using Agent2Agent (A2A) and/or MCP. The correct approach uses A2A for the existing document-processing agent and MCP for the records tool server, with proper authorization and least-privilege scopes at the integration boundaries, aligning to the exam skill. The duplicate-code approach creates duplication and credential leakage. The full-rewrite approach is unnecessary cost when protocols exist for composition. The UI-scraping approach is fragile and poor for secure system integration. Exam tip: A2A for agent reuse + MCP for tools is a high-yield AI-500 integration pattern.