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When would you use MCP servers vs direct tool implementations?

Tool Design & MCP

MCPTool UseArchitectureSecurity

Asked at Anthropic · Microsoft · Glean

How to Answer

"MCP when:

  • (1)The integration will be used by multiple agents — build once, use everywhere.
  • (2)You need a security boundary — the MCP server enforces auth, rate limits, and PII scrubbing independent of the agent.
  • (3)You want vendor decoupling — switch from Claude to Gemini without rewriting integrations. Direct tools when:
  • (1)It's a simple computation (calculator, date parsing) — MCP overhead isn't worth it.
  • (2)Prototype speed — inline tools are faster to write.
  • (3)The tool is agent-specific and won't be reused. Rule of thumb: if it talks to an external system, use MCP. If it's pure logic, use a direct tool."

The deep dive — diagrams, tradeoff tables, and the follow-up trap

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