Open-source tool turns a site into an MCP by recording the browser
Browser-to-MCP automation beats manual API wrapping; auto-generates TypeScript servers with zero config.
Turn any website into MCP tools — without writing code, without the site's cooperation, and without a separate desktop app.
Browser-traffic-to-MCP with zero code: records, Claude generates, instant integration.
Non-technical users who need to automate logins and data retrieval from websites they use daily.
OpenClaw/ClawdBot · Zapier · Make.com
So I built WebBridge (yes - not so fancy name there). (Well - Claude built it. I directed. Like every PM does.)
What it actually does:
1. You install a Chrome extension 2. You browse to a site you're logged into - your library, your lab results portal, whatever 3. You click Record, do the thing you want to automate, click Stop 4. Claude reads the captured API traffic and generates a permanent MCP server 5. That server works with any MCP client - Claude (Cowork/Code), Cursor, VS Code, Windsurf, Cline, you name it
The whole thing takes about 10 minutes. No code written by you.
This is for non-tech folks who live inside AI providers, who just want to use it and move on. Legal analysts, market researchers, market watchers, marketing and competitive intelligence, and anyone who wants to use a specific website for a specific purpose, repeatedly.
The README has some use cases showcased: "Public Library Search" and "Legal Compliance Auditing."
There may not be an exact equivalent anywhere to what I purpose-built. I'd welcome being proven wrong on that.
Feedback is welcome - that's why I'm posting.
Browser-to-MCP automation beats manual API wrapping; auto-generates TypeScript servers with zero config.
Browser-driven API generation beats manual scrapers, but Apify, Cheerio, and Puppeteer already solve this.
Catches silent MCP breakage VCR.py never could—schema drift detection.
Label directory without search functionality limits discoverability.
Standardizes portable cryptographic receipts for agent behavior—but adoption unclear, overlaps Nobulex heavily.
Playwright automation for demo recording, but Loom and Arcade already capture this with less technical setup.