MCP servers facilitate connections between AI models and various real-world tools, enabling functionalities such as file conversion, API interactions, and database management. The servers support a wide range of applications, from automating workflows on platforms like GitHub and Azure to extracting web data and managing feature flags. These integrations enhance the capabilities of AI agents, allowing them to operate more effectively in diverse environments.