Webcmd Released, Turning Websites into a CLI
Key point
It's a tool that converts websites into CLI commands, helping AI agents call structured data.
Details
Webcmd, developed to solve the hassle of AI agents like Claude having to re-explore websites every session, has been released as open source.
This tool compiles the navigation process of a specific website into CLI commands, allowing agents to instantly obtain Structured Output by calling defined commands instead of directly browsing the page each time.
Key Features and How It Works:
- Efficient Data Access: Instead of directly launching a browser, it optimizes resources by trying, step by step, in the order of public endpoints, session cookies, reproducing frontend requests, and UI navigation.
- Session Reuse: It supports named browser profiles for logged-in sites, allowing sessions to be maintained and reused after a single login.
- Agent-Friendly: Through the
webcmd list -f jsoncommand, it supports agents in discovering the list of available commands on their own. - License and Environment: It is distributed under the Apache-2.0 license and can be installed via
npmin a Node 20+ environment.
As this is currently an early-stage project, it should be noted that if a website's structure changes, saved commands may return incorrect data.
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