Structured webpage action manifests for browser and automation agents.
Features
- Web action JSON
- Form field and dependency detection
- Stable locator data
- MCP server
- Python SDK
- LangChain integration
Use Cases
- Browser agents
- Automated form filling
- Web workflow navigation
- UI-change-resistant automation
FAQ
Manifest analyzes a webpage and returns structured JSON describing clickable, fillable, and submittable elements, requirements, dependencies, and locators. Agents can act from an explicit capability map instead of raw HTML or screenshots through MCP, a Python SDK, or a LangChain tool, with caching for repeat pages. Core capabilities include: Web action JSON, Form field and dependency detection, Stable locator data.
Common scenarios include: Browser agents, Automated form filling, Web workflow navigation.
