AI search visibility MCP servers

A server here measures or improves how ChatGPT, Perplexity or other AI assistants mention or cite a brand or site (GEO/AEO, llms.txt).

Not here: classic SEO and servers that are themselves AI tools.

359servers
299 remote60 localTagged by Odel's AI, which can make mistakes

Best fit

244 made for this, ranked by starsRemoteLocal
  1. AI Visibility Checker @agentexchange/ai-visibility-mcpFree, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  2. StudioMeyer GEO @studiomeyer/geoAI visibility across 8 LLM platforms. 30 tools, most need no API key. EU-hosted, free.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  3. AI Visibility & Recommendation Check — does AI recommend your product or business? (Orbator AI Reco… @orbator/orbator-mcpAI visibility checks, software recommendations and tool comparisons from measured AI answer data4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  4. SEO GEO Intelligence @atul0016/seo-geo-intelligenceSEO and AI-answer visibility intelligence for search, content gaps, and GEO actions.19% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  5. AI Agent Search Optimization @seyitkaangunes/ai-agent-search-optimizationAudit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  6. The Gem Smith @evozim/the-gem-smithPremium SEO and Answer Engine Optimization (AEO) oracle for AI agents.22% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  7. Ai Brand Visibility Tracker @cookient16/ai-brand-visibility-trackerCheck if ChatGPT, Perplexity & Gemini mention or cite a brand. Share of voice + GEO/AEO tracking.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  8. aeotool : AEO/GEO pour agences @aeotool/mcpPilot AEO/GEO from Claude: bulk audits, server-side fixes via WordPress plugin, AI citations.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  9. GEO Scanner @agundur/geo-scannerChecks whether a website is readable and citable by AI systems (ChatGPT, Claude, Perplexity, etc.)4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  10. Radveo @radveo/radveoChecks if AI assistants name a local business. Free shareable report, honest fixes, no guarantees.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  11. The Mirror System — AI Citability @danielsdesignstudio/mirror-ai-citabilityRequest a Brand Discovery Record: the human-approved facts AI cites. One tool, then a person.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  12. AEO @obaron/aeoScan any website for AI readiness — 100-point score across 6 AEO categories in seconds.9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  13. Scout by Optimly @optimly/scoutQuery the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.