Is your website
WEB MCP Ready?
Measure your Agent Readiness Score. Analyze WebMCP, structured data, and semantic HTML so browser agents can navigate your business seamlessly.
What Is WebMCP?
WebMCP (Web Model Context Protocol) is a browser-native standard that lets websites expose their functionality as structured, machine-callable "tools" that AI agents can discover and call directly — without fragile DOM clicking or screen scraping.
Backed by Google and Microsoft under the W3C Web Machine Learning Community Group, WebMCP empowers Chrome and Edge agents to search, book, purchase, and execute tasks with 100% precision.
Runs directly in the user's active browser tab, eliminating API proxy latency and preserving session credentials safely.
Annotate existing HTML forms or window functions so AI agents execute complex transactions deterministically.
Prepares your site for next-generation autonomous AI assistants in Chrome, Edge, and custom AI browsers.
How Your Agent Readiness Score Works
Every scan evaluates your site across three core pillars an AI browser agent depends on.
Browser Readiness
Page-level signalsWebMCP form tools, structured data (JSON-LD, Open Graph), ARIA and landmarks, tool discoverability and heading structure, scored on every page scanned.
40% WeightAgentic Orchestration
API & DocsPublic OpenAPI/Swagger specs, developer docs, API catalog links and rate-limit signals that let agents work with your data directly.
40% WeightMCP Presence
Server DiscoveryA discoverable MCP server so agents can connect to your tools without scraping.
20% WeightBrowser Readiness is itself a blend: interactive readiness 30%, technical accessibility 20%, semantic density 20%, tool discoverability 20% and content structure 10%. Multi-page scans average each score.
Frequently Asked Questions
Have questions about WebMCP, browser agents, or how your score is calculated?
What is an Agent Readiness Score?
A 0–100 score measuring how well an AI agent can find, parse, and act on your website — covering WebMCP support, structured data, semantic HTML, technical accessibility, and API integrity.
Is WebMCP the same as MCP?
No. MCP (Model Context Protocol) is a server-side protocol for connecting AI agents to external tools and data. WebMCP is a browser-native sibling that runs client-side, inside the page the user has open.
Do I need to rebuild my site to support WebMCP?
No. WebMCP is designed to augment your existing site — you annotate forms or register tool functions on top of what you already have.
Is WebMCP a Google ranking factor?
Not officially, as of today. But the practices that make a site WebMCP-ready — clean semantic HTML, accurate structured data, fast load times — overlap heavily with things Google has confirmed it does reward.
How often should I re-scan my site?
After every major deploy. Structured data and robots.txt rules commonly break silently during redesigns — a re-scan catches regressions before they cost you agent traffic.