kirillsaidov/ollama-mcp-example

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Ollama MCP example for dummies.

22 ★1 forksPythonUpdated 1mo ago

What you need to know

A beginner-friendly example showing how to build an MCP server and client from scratch with Ollama, demonstrating how an MCP client wraps function calling and routes tools to the LLM.

Install

pip install -r requirements.txt

Usage

  • •python mcp_server.py
  • •python mcp_client.py

Key features

  • ✓MCP server exposing tools over SSE
  • ✓MCP client unifying tools for the LLM
  • ✓Ollama integration
  • ✓Easy to customize with new tools

Caveats

  • ⚠Requires Ollama and a model such as qwen3:4b-instruct

Topics

mcpmcp-servermodel-context-protocolollamaollama-mcp
Stars
22★
Forks
1
Language
Python
License
Unlicense
Created
2025-09-25
Last push
2026-07-10