Liad Yosef presents MCP Apps as a way for services to deliver familiar interfaces inside an assistant conversation. He argues that an assistant can coordinate tasks across providers while people retain the final interactions that require judgment, such as choosing a hotel or a seat.
Liad Yosef contrasts this nearly headless model with agents navigating dashboards built for people. Agent readiness, in his account, extends beyond search visibility to clear capabilities, authentication, payment and APIs that agents can actually useAn application programming interface is a defined way for software systems to request data or actions from one another.. His predictions about assistants becoming the main entry point are a proposed direction, not an established replacement for websites.
Liad Yosef describes experiments that trace how different agent harnessesAn AI agent harness is the software framework that packages a model with tools, instructions, context management, execution controls, and user interaction. navigate the same site. He reports that publishing discovery files did not guarantee their use and recommends observing actual behavior. He then discusses resource discovery and the overlap between human accessibility and agent accessibility, using his company’s tools as examples rather than independent proof of universal results.
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