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AI · 2025-12-01 · 8 min

MCP servers for agents: what they are and when to build one

Model Context Protocol is redefining how agents access tools and data. Here's when it's the right choice — and when it isn't.

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Why this matters

Our engineers publish field notes so you can make better technical decisions — with less guesswork.

The playbook

  1. Diagnose the real problem with data, not opinion.
  2. Prototype the smallest change that could plausibly fix it.
  3. Ship, measure, and either double down or throw it away.
"Great engineering is not about being clever — it's about being clear."

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