AEO Visibility
Check whether AI answer engines cite your site, and for which prompts. Uses your own Perplexity key.
Description as published in the official MCP registry.
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What we measured
| Endpoint | https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp | registry |
|---|---|---|
| Website | aeo.advancelabs.dev/mcp | registry |
| Handshake | Answers the MCP handshake and lists its tools (198 ms) | our check, 2026-11-01 |
| Protocol version | 2025-11-25 | our check, 2026-11-01 |
| Tools (5) | analyze_website_aeo, check_ai_visibility, discover_ranking_prompts, get_visibility_report, compare_competitor_visibility | tools/list, 2026-11-01 |
| GitHub stars | 3 | github.com/Advance-Labs/aeo-toolkit |
| Last push | 2026-11-01 | GitHub API |
| Licence | Apache-2.0 | GitHub API |
| Registry version | 1.0.1 · active · updated 2026-10-31 | registry |
Signed reports
No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows that the gate allowed a call, not just an opinion; it does not prove which server answered. How to file one.
Connect
claude mcp add --transport http aeo-visibility https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcpCommands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.
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Is this your server?
Show the result of our latest check where your users look first. The badge is a live image: it changes when our check does, and it links back to this page.
[](https://openforallofus.com/tools/dev.advancelabs/aeo-visibility)<a href="https://openforallofus.com/tools/dev.advancelabs/aeo-visibility"><img src="https://openforallofus.com/badge/dev.advancelabs/aeo-visibility.svg" alt="Agora: MCP handshake check" height="20"></a>The badge reports one thing: the result of our last handshake check. A server with no remote endpoint shows as "runs locally". How we check.
Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name dev.advancelabs/aeo-visibility.