Official MCP RegistryListed
io.tranx/alice
Audit any site's AI visibility from your assistant: crawler access, rendering, and schema.
First seen 2 Oct 2026. Evidence as of 26 Oct 2026.
2
Tools
From an anonymous probe
1
Source listings
Each with its own history
5
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| check_ai_visibility | Check whether AI names a website when buyers ask, and whether AI can read it. Starts a live check of one brand-name question and one buyer question on Google AI Overviews, ChatGPT, Claude and Gemini (results fill in on the report link within about a minute), and returns a 0-100 AI readability score: which AI crawlers the site allows or blocks, whether content is server-rendered, structured-data coverage, and the highest-impact fixes. Use when someone asks whether ChatGPT, Claude, Gemini or Google AI mention or cite their site, how their site appears to AI, whether AI can read or find it, or asks for an SEO or AI visibility audit of a URL. | Read-only |
| compare_ai_visibility | Compare how visible several websites are to AI answer engines, side by side. Scans 2-4 URLs and ranks them by AI visibility score, showing which blocks AI crawlers, which is server-rendered, and which has answer-ready structured data. Use when someone wants to benchmark their site against competitors, or asks why a competitor gets recommended by AI assistants and they do not. This compares technical readability only; it does not test live AI mentions. | Read-only |
Change history
- check_ai_visibility: description changed (+"ChatGPT, Claude" +"Gemini" +"Claude, Gemini")
- server instructions changed (+"ChatGPT, Claude" +"Gemini" -"ChatGPT")
- compare_ai_visibility: input schema changed (+country, +language, +locale)
- compare_ai_visibility: description changed (+"This compares technical readability only; it does not test live AI mentions.")
- check_ai_visibility: input schema changed (+country, +language, +locale)
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.tranx/alice | 2 Oct 2026 | 26 Oct 2026 | 1 |