Manifest

Turn any webpage into an action manifest for AI agents

178 followers

Turn any webpage into an action manifest for AI agents

178 followers

Visit website

Browser Automation

•

LLM Developer Tools

Manifest turns any webpage into a structured JSON map of what an AI agent can click, fill, and submit. One API call, no fragile selectors. Every action comes with resolved CSS/role locators, plus a requires field that encodes dependencies between elements (e.g. "select a plan before this button is clickable"). That's context aria snapshots don't give you. Python SDK, LangChain support, and an MCP server included. Built for anyone shipping browser agents.

Manifest Alternatives

Looking beyond Manifest’s “turn webpages into action manifests” approach? Try Firecrawl for robust web data APIs, Browserbase to give agents safe, scalable browsing, Context.dev for unified scraping and enrichment, and Skyvern for open-source browser automation.