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How to Connect Claude AI to Cisco ACI Using MCP: A Step-by-Step Guide

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Most AI solutions can explain Cisco ACI. You can ask any of them how EPGs, Bridge Domains, and Contracts relate to each other, and you will get a solid answer. Ask one to actually create a tenant on your fabric, verify it landed correctly, and tell you if anything’s structurally broken, but in this case it can’t, because it has no way to reach your APIC controller at all.

The gap is what MCP(Model Context Protocol) closes. This is the full, reproducible walkthrough of how I built a strong working MCP server for Cisco ACI, and from the first API call to real bug I found and fixed it along the way, using nothing but Python, the APIC Rest API, and Claude.

What you will need

  • Python 3.10 or later (MCP's Python SDK requires it — 3.9 will fail with a cryptic "no matching distribution" error if you try)
  • Access...

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