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: SEO Monster@avansaber/seo-monsterLocal-first SEO MCP: track AI citations, Search Console, GA4, PageSpeed, Cloudflare, IndexNow, CrUX.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.537 GitHub stars.
  2. Number 2: DigestSEO AI Visibility@akzar1el/digestseo-mcpTrack how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite your brand.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.46 GitHub stars.
  3. Number 3: GEO Tracker by DigestSEO@akzar1el/mcp-geoTrack brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.46 GitHub stars.

Best fit

244 made for this, ranked by starsRemoteLocal
  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. Geo Analyzer @houtini-ai/geo-analyzerScores content on the signals that get it cited by ChatGPT, Perplexity and AI Overviews6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.21 GitHub stars.
  3. Fanout @houtini-ai/fanoutMulti-URL comparative content analysis with topical gap detection4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.12 GitHub stars.
  4. 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.
  5. Ai Visibility @sharozdawa/ai-visibilityTrack brand visibility across ChatGPT, Perplexity, Claude, and Gemini.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.10 GitHub stars.
  6. Aiseo Audit @agencyenterprise/aiseo-auditAudit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.8 GitHub stars.
  7. Optifeed Radar @optifeed/optifeed-radarAI visibility checker: does AI recommend your brand? GEO/AEO, runs locally, BYO keys. CLI + MCP.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  8. CrazySEO @d08m/crazyseoAudit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  9. AI SEO @automatelab-tech/ai-seoMCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  10. Geolint @iliasabk/geolintESLint for AI search: audits AI-crawler access, llms.txt, schema and citability.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. llms.txt @basitalisandhu/mcp-llms-txtBuild llms.txt from local Markdown or a sitemap.xml and check an existing llms.txt file.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.1 GitHub stars.
  16. 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.
  17. RankCLI @integrallis/rankcli-mcp-serverFree, local SEO + GEO audits for AI assistants - no signup, nothing leaves your machine.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  18. 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.
  19. 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.
  20. 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.
  21. 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.

Also touches on AI search visibility

103 where it is one part of a bigger job