AI / Agentic AI Interview Questions II
1.
Which is better and why: single powerful agent vs multiple specialized agents for a complex task?
2.
Explain the internal working of MCP's client-server orchestration model?
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1. Which is better and why: single powerful agent vs multiple specialized agents for a complex task?
Single powerful agent Multiple specialized agents Simpler to build, one set of instructions and tools More setup complexity, coordination between agents required Can lose focus juggling many unrelated responsibilities at once Each agent stays focused on a narrower, well-defined responsibility One...
2. Explain the internal working of MCP's client-server orchestration model?
sequenceDiagram participant C as Agent Client participant S as MCP Server C->>S: tools/list request S-->>C: available tool schemas C->>S: tool call (JSON-RPC) S-->>C: streamed result The MCP client, which hosts the LLM runtime and agent reasoning logic, connects to one or more MCP servers It requ...
