- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- SEO & GEO @ortamarco/seo-geo-mcp-serverAudit a page's SEO and its readiness for AI answer engines: meta, schema, robots, sitemaps, AI bots.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
- LLM Brand Monitor @serpstatglobal/llm-brand-monitorTrack how 350+ AI models mention your brand — manage projects, run scans, analyze results5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
- Inlay @cartoonitunes/inlayMake any website discoverable by AI agents via MCP, llms.txt, and structured data.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.1 GitHub stars.
- 竞品内容 Pattern 雷达 · AI 答案里的重复说法 @savantcat/pattern-radar把 AI 答案/竞品内容当语料，找出反复出现的说法、被反复引用的信源与答案同质化程度，含对照组自检3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
- LightSpot @nmarijane/lightspot-mcpAudit a website for SEO and AI search visibility (ChatGPT, Perplexity, Gemini) and read the fixes.Not assessed yet.Runs on your machine, installed from npm.
- Cited AI Visibility Check @impowerdlifestyle-code/cited-mcpCheck whether ChatGPT, Perplexity and Gemini recommend a business. By Cited (cited.voreli.ai)Not assessed yet.Runs on your machine, installed from npm.
- PromptEden @yulanventures/prompteden-mcpStdio MCP server for PromptEden projects, monitors, answers, and analytics.Not assessed yet.Runs on your machine, installed from npm.
- Créavores AEO Audit @tresor4k/creavores-aeo-mcpAEO / AI-search audit of any URL: direct answers, JSON-LD, llms.txt, E-E-A-T, AI citations.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- Crawl Readiness @grubbomatic/crawl-readinessAudit any site for 50+ AI crawlers, generate llms.txt, robots.txt and schema, track AI mentions.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- AI Visibility Checker @krisdiallo/aivisAI visibility checker: GPTBot vs OAI-SearchBot, robots.txt audit, raw-HTML schema. 165 crawlers.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.
- SEO @sparrow84001/mcp-seoSEO, AEO, GEO, Local SEO & CRO Growth Auditor + Safe Code Fixer.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
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.
299 remote60 localTagged by Odel's AI, which can make mistakes
Most popular in AI search visibility
By GitHub stars, at most two per publisher- 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.
- 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.
- 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.
