Manifest is an API tool that converts web pages into structured JSON action maps for AI agents. The service extracts clickable elements, input fields, and element dependencies into reliable locators without requiring fragile CSS selectors. Developers can integrate the tool using a Python SDK, LangChain support, or a built-in Model Context Protocol server.
Opening Kapyn…