Free AI visibility check: is your business cited when customers ask AI? Score plus competitors.
| Endpoint | https://justinmckelvey.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 1 tools · grade A (100) · pin ts_3a7779e358cc0ab0dadf9b964024513a · protocol 2025-06-18 |
| First / last listed | 2026-10-26 05:32 UTC / 2026-10-26 05:32 UTC |
| Grade over time | 2026-10-26: A (100), 1 tools |
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Tools: check_ai_visibility
check_ai_visibility | Check whether a business is visible to AI answer engines. Runs each query through a live AI search (Perplexity) and reports whether the business's site is cited, at what rank, and who gets cited instead. Pass 1-5 realistic customer-intent questions — what a potential customer would actually ask an AI (e.g. "best kitchen remodeler in Clearwater FL"). Never include the business's own name in a query params: domain*, business_name, queries*, email |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.