AI Engineering Intermediate Pro

MCP and Tool Integration Protocols

Why the industry standardized tool integration, and how to reason about it in a design interview

25 min read 6 views

The concept and design-interview layer above MCP: why a standard client-server protocol replaced bespoke per-app tool integrations, the server/client/resource/tool abstractions at an architectural level, what MCP adds on top of plain function calling (and when bespoke calling is still the right answer), the trust boundary a third-party server introduces, and how to frame the 'build a server vs write a function' decision when an interviewer asks.

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Practice questions (5)

MCP Server or Bespoke Integration?

Intermediate · Free

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Explaining the Integration Problem MCP Solves

Intermediate

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Reviewing an Untrusted MCP Server Before Connecting It

Intermediate

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Why Tools, Resources and Prompts Aren't Interchangeable

Intermediate

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What MCP Adds on Top of Function Calling

Intermediate

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Quizzes (1)

MCP and Tool Integration Protocols Quiz

0 attempts · 10 min · Pass 70% · Intermediate

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