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Building Smarter Local AI Agents with MCP: A Simple Client-Server Example

In today's AI landscape, enabling a Local LLM (like Llama3 via Ollama) to understand user intent and dynamically call Python functions is a critical capability. The foundation of this interaction is Model Context Protocol (MCP). In this blog, I'll show you a simple working example of an MCP Client and MCP Server communicating locally using pure stdio — no networking needed!

Apr 29, 2025 - 14:48
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Building Smarter Local AI Agents with MCP: A Simple Client-Server Example

In today's AI landscape, enabling a Local LLM (like Llama3 via Ollama) to understand user intent and dynamically call Python functions is a critical capability.

The foundation of this interaction is Model Context Protocol (MCP).

In this blog, I'll show you a simple working example of an MCP Client and MCP Server communicating locally using pure stdio — no networking needed!

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