What are the runtime requirements?

You need Python, the `mcp[cli]`, `openai==0.28`, and `httpx` packages, plus Ollama installed and running with a model that supports tool calling (e.g., Llama3).

Does the system require an internet connection?

No – everything runs locally. The LLM is served by Ollama on your machine, and the MCP components communicate over local transports.

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MCP + Ollama Local Tool Calling Example MCP Server

# MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can **understand user queries** and **automatically call

Local serverstdioPython

What is the MCP + Ollama Local Tool Calling Example MCP Server?

MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can understand user queries and automatically call Python functions

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Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

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It demonstrates how an LLM can automatically decide which Python function to call based on a user’s intent, using MCP to describe available tools and Ollama to run the model locally.

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