Manifest

This product converts any webpage into a structured JSON map of interactive elements, such as buttons, forms, and inputs, along with their required fields and dependencies. It solves the problem of AI agents not knowing what actions they can perform on a page, eliminating the need for fragile, hand-written selectors. It is designed for developers building AI agents that need to interact with real webpages, typically in startups or enterprises. It is delivered as an API, with an MCP server for integration, and is positioned as an action layer between raw browser access and content extraction.

Key features

• Converts any URL to JSON action manifest
• Reads accessibility tree and DOM
• Provides resolved locators (CSS, ARIA, name)
• Includes requires field for dependencies
• No screenshots or hand-maintained selectors
• MCP server integration available
• REST API fallback