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
By GitHub stars, at most two per publisher
  1. Number 1: Sleepwalker@sleepwalker/sleepwalkerAI Visibility and Content Intelligence tools for Claude and MCP-compatible agents.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.25 GitHub stars.
  2. Number 2: LLM Optimizer@metavert/llmoptAI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.10 GitHub stars.
  3. Number 3: Notra@usenotra/notraAccess the Notra API for posts, brand identities, integrations, schedules, and GEO.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.3 GitHub stars.

Best fit

244 made for this, ranked by starsRemoteLocal
  1. AI Readiness Kit @silverbackmarketing/ai-readinessGenerate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.3 GitHub stars.
  2. Agentimus @heera/agentimusheera.it via Agentimus: AI readiness, traffic, request log, search & index reports, by approval.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.2 GitHub stars.
  3. AfterLaunch: the agentic growth marketing engine @afterlaunch/agentic-growth-marketingGrowth marketing, SEO and GEO as agent tools: ranked moves, ship them, AI answer visibility.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  4. LLM Audit @llmaudit/llmauditMeasure whether AI assistants actually recommend a brand, from measured answers.11% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  5. GoAI Moat Brand Intel Memory @goaimoat/brand-intel-memoryPersistent business-intelligence memory for AI agents.18% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  6. GoAI Moat AI Visibility Audit @goaimoat/ai-visibilityDiagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  7. 中文 AI 可引用性(GEO/AEO)体检 @savantcat/geo-cn中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用:可引用性审计、信源池占位探测、五大指标测量、修复计划、观测时序追踪4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  8. Rankdelta @alordincans/rankdeltaOpen-source AI SEO over MCP: audits, ranks, keywords, backlinks + AI visibility (GEO).6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
  9. Storelift @storelift/storeliftApp Store & Google Play keyword ranks, rivals, reviews, charts and AI visibility as an MCP server8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
  10. Asked Thrice @askedthrice/askedthriceMeasure whether AI assistants actually recommend a brand, from measured answers.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  11. Cituna @cituna/cituna-mcpTrack how 7 AI engines cite your brand, daily, with live Google Search Console.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
  12. refd @refd/refdRead AI search visibility, competitors, and citations from refd; manage tracked prompts.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
  13. TOP GUN GEO-Lens @spacemandomains/top-gun-geo-lensBrand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  14. AEO Scanner @convrgent/aeo-scannerAI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  15. CrawlCheck @emmanuelorta/crawlcheckVerification layer for the agentic web: a signed answer about any site before an agent acts.Not assessed yet.A remote server; no sign-in.
  16. SurfacedBy AI Visibility & GEO Audit @surfacedby/ai-visibilityFree AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  17. SameDayDesk agent tools @samedaydesk/task-evidenceReadiness checks, a paid Fix Pack, TaskMarket reads, and caller-declared funnel evidence.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  18. Shipfound @shipfound/shipfoundGrowth engineer for your coding agent: site fixes, content PRs, indexing and AI search tracking.11% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  19. seogeoaeo.ai @srx9/seogeoaeoResearch competitors, keywords and ads, and check any site for SEO, AEO and GEO with ranked fixes.11% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  20. AIReady @everyai-com/ai-readyScan and fix your site's AI discoverability: crawler access, llms.txt, JSON-LD. Free.Not assessed yet.A remote server; no sign-in.
  21. AI Visibility Tracker (via Apify) @retracn/ai-visibilityAI visibility for agents: is a brand mentioned and cited by Gemini, Claude and Google AI Overviews?Not assessed yet.A remote server; it needs your API key.

Also touches on AI search visibility

84 where it is one part of a bigger job