Stop Treating Your AI Like a Chatbot: The 4 MCP Tools That Gave My Agent a Brain

Explores the limitations of using LLMs as simple chatbots and introduces the Model-Context-Protocol (MCP), detailing four essential tools that provide context, planning, and memory to transform AI into a powerful, autonomous engineering partner.

February 20, 2026 · 4 min · David Zhang

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