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MCP servers tagged generative-engine-optimization
76 live MCP servers tagged "generative-engine-optimization", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with generative-engine-optimization.
Bittlebits MCP
Bittlebits MCP Server
Sage Audit
The Unified 3-Pillar Audit Engine for SEO, Entity AEO, and Generative Engine Optimization (GEO). CLI + Python library + MCP server.
Klyo Website Analyzer
Website analyzer API: detect tech stack (WordPress/Wix/Shopify), SEO issues, AI-crawler visibility (GPTBot/ClaudeBot), real transfer size and keyword targeting. Free tier, no sign…
Awesome Magento Aeo
Modules, specifications and tools that make a Magento 2 or Adobe Commerce store discoverable, readable and transactable by AI systems.
Llmstxtgenerator MCP
MCP server for the llms.txt Generator: create, validate and audit llms.txt files - including Google's Lighthouse Agentic Browsing check. Streamable HTTP, no API key.
Guzu MCP
MCP server for AI brand visibility — track your brand across ChatGPT, Perplexity, Gemini & AI Overviews from Claude Code, Cursor & Windsurf
Womens Fashion Catalog Open Data
Open dataset of 2,770+ curated women fashion products from Livostyle.com — weekly-synced. MIT. For LLM training, recommender systems, multimodal research.
Bang Geo Monitor
Open-source Codex skill for verified GEO daily monitoring and Feishu reporting
Geo Audit Master Prompt
Reproducible Master Prompt to audit and implement GEO (Generative Engine Optimization) across ChatGPT, Gemini, Perplexity, Claude and AI Overviews — vibecoding + multi-LLM orchest…
Apify AI Overview Rewrite Queue API
ai overview tracking: Python + MCP quick-start for the AI Overview Rewrite Queue API on Apify. Joins a Google Search Console export with live AI Overview citation data and ranks w…
Awesome AI Visibility
Curated list of AI visibility / GEO / AEO resources: tools, AI crawler datasets, agent skills, llms.txt, MCP servers, research papers, and guides.
Rankpath MCP Server
Gives AI assistants read access to RankPath
GEOly MCP
GEOly MCP Server — official remote MCP server for AI brand visibility (GEO): brand mentions, citations & Share of Model across ChatGPT, Perplexity, Google AI Mode, Google AI Overv…
Aaj Marketing Skills
Agent skills for AI marketing tasks. 39 skills, 24 with runnable engines you can execute directly. MIT. Works with Claude Code, Cursor, Codex, Windsurf.
Agent Visibility Skill
Let AI agents bring you users. Open, vendor-neutral skill for ChatGPT/Claude/Perplexity visibility. Canonical: bloomprotocol.ai/skill.md
Excel Writer
Industrial-grade Excel Model Context Protocol (MCP) server for automated layout auditing and aesthetics engineering.
Claude Seo Kit
Claude SEO Skills - production Claude Code skills + Python engine for SEO audits, schema, sitemap, hreflang and GEO. Inspired by AgriciDaniel/claude-seo and seranking/seo-skills.
Answerpath Geo
Privacy-first SEO, GEO & AEO question discovery and search intent mining engine. Categorizes user demand and powers AI visibility benchmarks.
Websem AI Visibility Ado Romania Ro
Agent discoverability of Romanian brands and agencies: an ADO Score measurement of 130 domains, September 2026
Rankforge CLI
Technical SEO + AI-search (GEO) audit: CLI, MCP agent for Claude Code, Cursor and VS Code, GitHub Action. Measured, not guessed. No AI, no API keys.
Plugd
Open-source AI visibility (AEO / GEO) toolkit: audit and track how ChatGPT, Claude, Gemini and Perplexity see and recommend your brand. CLI, MCP server, GitHub Action and agent sk…
Seo Skills
Claude SEO Skills — production Claude Agent Skills for the SE Ranking MCP server. Content briefs, AI Search share of voice, audits, backlink gaps, keyword clusters, schema, sitema…
AIpush
AIPUSH — free AEO analyzer. Scan any site for AI-agent & answer-engine readiness and get copy-ready fixes for your AI agent. Live: aipush.app
Getaiscan App
AIScan is an AI-visibility auditing service at getaiscan.app that scans any website in about 60 seconds and returns four 0-100 scores — AEO (AI search visibility), GEO (citation r…
Ultraship
"ULTRASHIP" Claude Code plugin — 39 skills, 33 tools, 11 agents for ship-ready workflows: planning, review, pentesting, safety guardrails, canary monitoring, SEO/AI-readiness chec…
Server
Official MCP server for Epovest: make AIs recommend your business. Hosted, on a Streamable HTTP endpoint.