Build AI Agent with Google’s Agent Development Kit (ADK) with local LLMs like Gemma3 or Llama3.2, via Ollama, and perform real-time search using external tools using Model Context Protocol (MCP)

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Learn how to build a YouTube Search Agent using Google’s Agent Development Kit (ADK) with the Gemma 3 model and the Model Context Protocol (MCP). This guide walks through setting up the necessary tools, including Python 3.11+, Ollama, and an MCP Server, and provides a step-by-step breakdown for implementing the AI agent framework. Discover how to use ADK for intent processing, Gemma 3 for language understanding, and MCP for tool communication to create a powerful, multimodal AI application.

Building AI Agents with Google ADK, Gemma 3, and MCP Tools

Step 3: Implement Helper function (agent.py)

Step 5 : Create Search Function using above function

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