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AI Interview Question

Design MCP Client architecture for a coding copilot for a large engineering org

MCPEasyScenario Based8 min read

Junior architecture interview question on MCP Client within MCP.

Quick answer

Start by framing the problem in production terms for MCP Client, then explain the root causes, a step-by-step investigation path, and the architecture or process changes you would ship for a Junior MCP role.

The interview question

a coding copilot for a large engineering org needs to scale MCP Client from a prototype to a production-grade MCP capability serving 50 million indexed documents. What architecture would you propose, and why?

Deep explanation

1. Short Interview Answer

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