parse-mcp

A read-only HTTP endpoint into Parse's AI visibility index covering 577k+ brands and 3.8M+ organic prompts across ChatGPT, Google AI Overviews, Perplexity, and Copilot. Four tools let you search brands and prompts, pull full brand briefs with Parse scores and citation breakdowns, inspect individual AI search queries, and check dataset freshness. You get strength/reach/authority metrics, top prompts where a brand surfaces, citation sources with share percentages, and related products to research next. Useful when you're tracking how brands appear in AI recommendations, comparing competitors' mindshare, or identifying which domains get cited most in a category. No auth required, works with Claude Desktop and Cursor out of the box.