WebMCP
WebMCP Compatibility Scanner
Check whether a website is ready for AI agents, AI crawlers, and WebMCP tool discovery.
Agent discovery
Checks llms.txt, robots.txt, sitemap signals, and AI crawler permissions.
WebMCP surface
Detects /.well-known/mcp.json and link rel="mcp" manifests for tool discovery.
Readable HTML
Scores semantic landmarks, structured data, content density, links, and accessibility.
Example pages
Register tools on realistic demo flows
Northstar Stays
Search rooms, compare stay packages, and request a concierge follow-up from one focused hotel booking surface.
Open exampleAeroTrail
A travel booking example with search fields, itinerary packages, and trip actions ready for agent tools.
Open exampleForge & Field
A storefront example for product search, inventory reads, add-to-cart actions, and checkout starts.
Open exampleBrightline Studio
A polished contact form example with required fields, topic selection, budget range, and a clear submit action.
Open example