Botkit provides a framework and set of platform adapters for building bots on Slack, Facebook Messenger, Microsoft Teams, Webex, and other messaging services. It handles the connection layer between your bot code and these platforms, managing events, messages, and reactions. The framework includes plugins for features like Botkit Studio and connects to the Microsoft Bot Framework ecosystem.