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MCP·7 min read

MCP Servers: A Practical Primer

Model Context Protocol in plain English — and the three patterns that show up in every real deployment.

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MCP Servers: A Practical Primer

MCP (Model Context Protocol) lets agents discover and call tools at runtime through a standard interface.

Why it matters

Before MCP, every tool integration was bespoke. With MCP, an agent connects to a server and asks "what can you do?" — then uses what fits.

Three patterns we see constantly

  1. Read-only data servers — a safe way to give an agent eyes on your data.
  2. Action servers — sending messages, creating records, calling APIs.
  3. Long-running task servers — agents kick off jobs and check back later.

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