Agent Toolkit

This project provides a comprehensive demonstration of leveraging AI agents, specifically using `smolagents`, to interact with a Multi-tool Control Protocol (MCP) server. It showcases both local tool execution within a GitHub Codespaces environment and integration with GitHub's new remote MCP server for cloud-based tool management. Furthermore, the toolkit illustrates how to host multiple tools from a single endpoint using `FastMCP` and how large language models (LLMs) powered by Ollama can intelligently select and utilize appropriate tools based on prompts, enabling dynamic and extensible agent capabilities.