Add Email Capabilities to AI Agents in Google Colab

The Capability Gap Modern AI agents have impressive reach. They can browse the web, execute code, call external APIs, read documents, and invoke dozens of tools. Frameworks like LangChain, CrewAI, and AutoGen ship with built-in tool wrappers for search engines, calculators, code interpreters, and databases. But there is a capability they are almost universally missing: interacting with email . This is not a minor gap. Email is the control plane for most external services. Account registration, one-time passwords, verification links, subscription confirmations, approval chains — nearly every system that matters uses email as a coordination mechanism. An agent that cannot interact with email can navigate to the "Check your inbox" page and stop there. The usual workaround is to skip email entirely, mock the verification step, or require a human in the loop. These are all admissions of failure. What agents actually need is email as a callable capability — not a workaround, not a one-off sc