{"$schema":"https://modelcontextprotocol.io/schemas/draft/2025-07-09/server.json","name":"rankspot","title":"RankSpot MCP server","description":"RankSpot is an automated AI search optimisation (AEO/GEO) and SEO agent. It does two jobs at once: getting a brand named in ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews answers, and ranking its pages in ordinary Google search. It tracks both, finds the keywords, backlinks and forum threads worth going after, then writes and publishes articles to the customer's own site every week, with Google rankings read back from Search Console.","version":"1.0.0","serverUrl":"https://mcp.rankspot.ai","websiteUrl":"https://www.rankspot.ai/mcp","repository":null,"remotes":[{"type":"streamable-http","url":"https://mcp.rankspot.ai"}],"capabilities":{"tools":true,"resources":false,"prompts":false},"authentication":{"type":"oauth2","protectedResourceMetadata":"https://mcp.rankspot.ai/.well-known/oauth-protected-resource","authorizationServer":"https://app-api.rankspot.ai","scopes":["mcp"],"dynamicClientRegistration":true,"alternative":"bearer-api-key","documentation":"https://www.rankspot.ai/agent"},"tools":[{"name":"ai_visibility_tracking","title":"AI visibility tracking","description":"Track whether a brand is named in ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews answers for a set of prompts, and report which competitor is named when it is not."},{"name":"citation_analysis","title":"AI citation analysis","description":"Read the sources an AI assistant cited in an answer, and compare them with the pages a competitor gets cited for."},{"name":"keyword_research","title":"Keyword research and clustering","description":"Discover keywords with search volume, competition, opportunity index, search intent and an AI relevance score, then group them into semantic clusters so one article can cover a group of terms."},{"name":"competitor_analysis","title":"Competitor analysis","description":"Add a competitor domain and pull the keywords and backlinks it ranks for, showing exactly where it wins and the tracked site does not."},{"name":"backlink_opportunities","title":"Backlink gap analysis","description":"Surface high-authority sites linking to competitors but not to the tracked site, plus directory and forum opportunities worth pursuing by hand."},{"name":"forum_opportunities","title":"GEO forum opportunities","description":"Find Reddit, Quora and niche forum threads where the product is a legitimate answer, along with the People Also Ask questions behind them."},{"name":"content_generation","title":"Content planning and article generation","description":"Plan topics, generate SEO and AEO articles with internal and external links, images and embedded video, and publish them to WordPress, Webflow, Shopify or Framer after review."},{"name":"search_console","title":"Search Console insights","description":"Read Google Search Console performance for the connected property, inspect a URL's index status, and request indexing."}]}