Bump.sh has evolved significantly since its inception, as API documentation has transitioned from being a luxury for a few top companies to a necessity for any business exposing APIs to clients. The recent introduction of Anthropic's Model Context Protocol (MCP) in 2024 marks a new era, where APIs need to be usable not only by humans but also by AI agents, prompting a shift towards more efficient and clear documentation. Traditional OpenAPI specifications fall short in guiding AI agents through complex workflows, leading to the development of Arazzo, a new standard that describes multi-step API workflows in a coherent manner. This approach improves efficiency by clearly outlining required inputs and outcomes, thereby optimizing token usage and reducing costs. Bump.sh is embracing this change by integrating Arazzo support to make APIs AI-ready with minimal effort, allowing seamless interactions through MCP servers generated from OpenAPI and Arazzo files, and thus continuing its mission to simplify API usability for both humans and AI agents.