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Multi-agent systems and agent orchestration with CrewAI.

AI Terminology Demystified: Agents, MCPs, and Skills – How They Fit Together

2026-06-23 by Dave
Title card for 'AI Terminology Demystified: Agents, MCPs and Skills' on the daverix.ai dark ink and amber design

Agent, MCP, skill, tool — everyone in the AI space throws these terms around, but they’re not the same thing. This glossary cuts through the confusion, defines each concept clearly, and shows exactly how they wire together in a real-world AI architecture.

Categories AI & Agents Tags AI Agents, CrewAI, LangGraph, LLM, MCP Leave a comment
Dave

Dave

Senior AWS Cloud Architect, platform engineer and MySQL/Aurora DBA. 30+ years building production infrastructure, now with AI-assisted engineering in the daily toolkit. Available Outside-IR35 via Analysis by Design Ltd.

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The articles here are my own thoughts, based on many years of working with a variety of technologies. I'm not saying these are the best ways of doing various tasks, but they work for me.

This is also a good way for me to remember processes that are only done on occasion, but saves having to Google and draw from various sources if they are all here in one place!

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