Your Website Has Forms.
AI Agents Need Tools.
WebMCP turns your existing forms into structured tools that AI agents can discover and invoke -- no screen-scraping, no guesswork. Enter your URL below for a free readiness report.
Why This Matters
On February 9, 2026, Chrome shipped a new browser API called WebMCP
The Web Model Context Protocol lets websites expose structured tools that AI agents can discover, understand, and call directly. No more screen-scraping. No more brittle automation.
Agent guesses at UI
- Screen-scrapes forms
- Breaks on redesign
- No security model
- Unreliable, fragile
Agent calls registerTool() directly
- Typed JSON Schema I/O
- User approval flows
- Robust, fast, secure
- Standard in Chrome
Build, test, and optimize tools
- AI-powered automation
- Score: 0→90 in days
- Multi-model testing
- Competitive advantage
WebMCP is co-authored by Google and Microsoft. It's not a proposal — it's shipping in Chrome 146.0.7672.0+. Read the specification →
Get Your Agent Readiness Report
Enter your site URL and we will analyze it for WebMCP tool opportunities. You will receive a personalized report within 48 hours.
Built for How You Work
Value for every role
Whether you're a developer, startup founder, or agency — Web-MCP speaks your language.
From registerTool() to production in minutes, not months
You've read the spec. You've maybe tried the Chrome flag on travel-demo.bandarra.me. Now you need to go from "it works in a demo" to "it works in production across Gemini, GPT, and Claude."
- Form scanner — paste your URL, get draft tool definitions with JSON Schema, toolname, tooldescription attributes
- Prompt coverage testing — run 200 natural language prompts against your tools across 3+ models
- Schema linting — instant static analysis against every best practice in the spec
- Agent Readiness Score — the Lighthouse number for your WebMCP implementation
- CI/CD integration — npx webmcp-cli ci --min-score 75 in your pipeline
$ npx webmcp-cli audit https://mysite.com Scanning... found 7 forms, 2 JS interactions Agent Readiness Score: 34/100 Forms → Tools: ✅ #search-form → search-products (confidence: 94%) ✅ #contact-form → submit-inquiry (confidence: 88%) ⚠️ #checkout-form → needs requestUserInteraction() (financial) ❌ #login-form → not suitable (authentication) Top issues: 🔴 No toolparamdescription on 4 form inputs 🟡 Search form description uses "handle" (ambiguous verb) 🟡 No provideContext() for search results state
The WebMCP specification identifies tool discovery as a key challenge in agent-web interaction. Web-MCP is building tooling to address it.
FAQ
Questions everyone's asking
WebMCP is new. We get it. Here are the answers to what you're really wondering.
Still have questions? We'll answer them in your audit report.