Browser (extension & WebMCP)
Audit any page with one click, or let AI browsers call CVAI tools right on the page.
The Chrome/Firefox extension reads the page you are on and launches an audit with no copy-paste. And every CVAI page registers WebMCP tools via navigator.modelContext, so AI-enabled browsers can act on your behalf — no extension required.
One click audits the current article from your toolbar.
Signed-in (cookie) mode or API-key mode for power users.
8 built-in WebMCP tools exposed via navigator.modelContext, zero install.
Best for: Readers who want to fact-check content while browsing, and users of AI-native browsers.
Get started
Follow these steps to get up and running.
Get the extension
Load unpacked from extension/dist-chrome (dev), or install the signed build. On Firefox, load a temporary add-on or the signed build.
# Build the Chrome bundle
cd extension
npm install
npm run build # outputs extension/dist-chrome/
# Chrome: chrome://extensions → Developer mode → Load unpacked
# → select extension/dist-chrome/Sign in or paste a key
If you are signed into CVAI, cookie mode just works. Otherwise paste a cvai_ak_ key under "Advanced".
Audit a page, read the report
Click the toolbar icon, launch the audit, then open the full report on CVAI.
Or use WebMCP in an AI browser
In a capable browser (Chrome 146+ with modelContext), visit any CVAI page — the tools auto-register. Then ask, e.g. "search CVAI for pricing mental models".
Available WebMCP tools
searchContent, listMentalModels, listAIConcepts, listChallenges, listConsultants, getConsultantAvailability, listBusinesses, navigateTo.
Helpful resources
Other surfaces
CVAI meets you everywhere you work. Explore the other integrations.
Audit specs and plans in a single command, right from your terminal.
One key for everything: agent apps, the REST API v1, and the native MCP server.
Audit the spec open in your editor and see findings as inline squiggles.
Gate pull requests on an audit of the specs and plans they touch.
Mention @CVAI in any channel to audit a document, right inside Slack.
A bundle of design tokens, assets, and specs to build the mobile app with zero design drift.
Get results via signed webhooks, and embed your reports into any page.
Browser (extension & WebMCP) — frequently asked questions
Can I audit any web page with the CVAI browser extension?
Yes. The Chrome and Firefox extension reads the page you are on and launches an audit with one click — no copy-paste. It works in signed-in (cookie) mode, or you can paste a cvai_ak_ key under Advanced for power use.
What is WebMCP and how does CVAI use it?
Every CVAI page registers eight built-in WebMCP tools via navigator.modelContext, so AI-enabled browsers can call them on your behalf with zero install. The tools are searchContent, listMentalModels, listAIConcepts, listChallenges, listConsultants, getConsultantAvailability, listBusinesses, and navigateTo.