The VideoDB Agent Toolkit is designed to bridge the gap between VideoDB's powerful capabilities and the world of Large Language Models (LLMs) and AI agents. It automates the process of context generation, maintenance, and discovery, ensuring that your AI applications always have access to the most accurate and up-to-date information. By auto-syncing SDK versions, documentation, and examples, the toolkit simplifies the integration process, allowing developers to focus on building intelligent applications rather than managing context manually. It leverages components like `llms-full.txt` for comprehensive context, `llms.txt` for quick metadata discovery, and the Model Context Protocol (MCP) for standardized interaction.