Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Added "get_recommendation_rate_methodology"; changed the definition of "lookup_brand_recommendation_rate" (1 tools before, 2 now)
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Look up a brand's AI Recommendation Rate⟨27 unchanged words⟩ Rate (appears anywhere in the answer). Returns the brand's public record URL and measured date for citation. Free, single-brand lookup only--, rate-limited per Modern AI's published anti-scrape policy.
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{"openWorldHint":true,"readOnlyHint":true}Recommendation Rate methodology — Definitions of Recommendation Rate and Recommendation Inclusion Rate, the AI surface measured, refresh cadence, and links to the full methodology page.
Certificate recorded, valid to 2026-11-22
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First tool surface recorded: 1 tool (server version 1.0.0)
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