How to Design a Production-Ready AI Agent That Automates Google Colab Workflows Using Colab-MCP, MCP Tools, FastMCP, and Kernel Execution

python<br /> @dataclass<br /> class ToolDefinition:<br /> name: str<br /> description: str<br /> <br /> TOOL_DEFINITIONS = [<br /> ToolDefinition(<br /> name="execute_code",<br /> description="Execute Python code in the Colab kernel. Returns stdout, results, or errors."<br /> )<br /> ]<br /> <br /> import asyncio<br /> import json<br /> import io<br /> import contextlib<br /> import re<br /> from dataclasses import dataclass<br /> from typing import Callable, Awaitable<br /> import nest_asyncio<br /> nest_asyncio.apply()<br /> Can you please transform the following text?