HiBot's public knowledge as MCP tools: the ANSWER framework for measuring how AI answer engines (ChatGPT, Perplexity, Google, Claude, Grok) surface, recommend, and represent brands, plus the audit plans, published case studies, and research. Read-only, free, no authentication. Every result links back to hibot.com.
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First seen 2 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
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| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Smithery | HiBot | - | 2 Oct 2026 |