Manifest

Manifest transforms any webpage into an actionable JSON map, enabling digital agents to interact with web content effectively. Key features include: • Structured JSON output for web elements (buttons, forms, inputs) • Automatic identification of clickable and fillable elements • Resolved CSS/role locators for robust element targeting • Encoding of element dependencies (e.g., 'select a plan before this button is clickable') • Python SDK and LangChain support included This platform addresses the critical gap where agents can see or read a webpage but lack the context to understand what actions are available and what is required to perform them. By processing the accessibility tree and cross-referencing with the DOM, Manifest generates a clean, machine-readable action manifest. This eliminates the need for fragile, hand-maintained selectors that often break with UI redesigns, providing a stable foundation for agent-web interaction. Manifest is built for developers and teams creating browser-based digital agents. It ensures these agents can reason about and act on web pages without guessing or requiring constant manual updates. It provides a robust, resilient layer that describes every interactable element, its requirements, and its purpose, making web browsing programmable for advanced digital entities. Expedite the development of dynamic web agents that can reliably navigate and complete tasks across the internet.