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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.
Recomby Geo
GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.
Open Seo MCP Skills
Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads dat…
Geo Score
Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus citation tracking via the OpenAI, Perplexity, Gemini and Claude APIs with your o…
Recomby Geo
GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.
Open
Self-hosted AI visibility tracking (AEO / GEO / LLMO). Track how ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews mention and cite your brand. One Go binary, SQLite, MC…
Open
Self-hosted AI visibility tracking (AEO / GEO / LLMO). Track how ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews mention and cite your brand. One Go binary, SQLite, MC…
EGEOagents
Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. C…
Canonry
Agent-first AI SEO operating platform.
Codex Seo
Codex-first SEO skill suite. 26 workflows, 24 TOML agents, DataForSEO/Gemini/Google/Firecrawl integrations, GEO/AEO, CWV, schema, backlinks, local/maps, and deterministic reports.
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…
AI Brand Monitor MCP
Track brand mentions across Perplexity, ChatGPT, Claude & Gemini AI search inside any MCP agent. GEO scoring, share of voice, citations, competitors.
Claude Seo AI
The SEO + AI-search (GEO/AEO) optimization toolkit for Claude Code — two-score audit + opt-in fixer. Built for 2026-2027.
Google Seo MCP
SEO & GEO MCP server for Claude, Codex, Cursor and any MCP client: Search Console, GA4, PageSpeed, Core Web Vitals, structured data, llms.txt, AI crawler checks, WordPress (Yoast,…
Autoseo
Open-source AI SEO & GEO platform. Track your brand in ChatGPT, Perplexity, Gemini, Claude & Google AI Overviews, plus keyword research, rank tracking, site audits, backlinks & AI…
Jev Seo
100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One
Ultraship
Ultraship — Claude Code plugin. 32 expert-level skills for building, shipping, and scaling production software. 29 audit tools (security, code quality, bundle size, SEO/GEO/AEO) c…
Geo Optimizer Skill
GEO (Generative Engine Optimization) toolkit — audit, optimize, and make websites visible to AI search engines (ChatGPT, Perplexity, Claude, Gemini). Based on Princeton KDD 2024 r…
Geo MCP Servers
A curated list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation tasks.
All In One Free SEO Tool
Free SEO tool — open-source, self-hosted alternative to Ahrefs, Semrush & Moz. 99 tools: site audits, rank tracking, keyword research, AI search visibility (ChatGPT, Perplexity, G…
Repo Aeo
MCP server for continuous repository discoverability monitoring: npm search score, GitHub visibility signals, llms.txt freshness and site checks. Read-only by default.
Geoaeo
GEO and AEO artifacts for answer engines and agents
Hearsay
AI visibility tracker for humans and agents. See how ChatGPT, Claude, Gemini & Perplexity talk about your brand — self-hosted, zero dependencies, your own API keys, MCP built in.
Open AI Aeo Geo Agent
An AI agent for answer/generative-engine optimization (AEO/GEO) — getting a brand cited by ChatGPT, Perplexity, Gemini, and Claude. Part of Agency Agents OS.
Wordpress Seo Skills
Eight SEO and GEO agent skills for WordPress: AI crawler log forensics, page citability scoring, brand visibility in AI answers, robots.txt and llms.txt governance, migration redi…
Agentgeo Skills
Open GEO agent skills + zero-dep MCP for AgentGEO — turn real AI answers (ChatGPT, Perplexity, Gemini, Google AI, Copilot) into GEO decisions, agent-side.
NarrativeForge
NarrativeForge (NF) — 内容契约层：让 AI 稳定产出长内容的协议 + 质量门 + 资产标准｜content contract layer, model-agnostic, spec-driven, MCP-ready
Next Seo
Next SEO: comprehensive SEO analysis plugin for Claude Code. 25 sub-skills, 18 specialist agents, technical SEO, E-E-A-T, schema, GEO/AI search, local SEO, and Google APIs. MIT.
Agent Ready Geo
Is your site agent-ready? Agent Ready GEO is an agent skill that takes your website to 100/100 on isitagentready.com (Level 5, Agent-Native): llms.txt, Markdown for agents, WebMCP…
Agentfix Oss Scanner
Free CLI to scan AI-agent readiness (12/33 signals, MIT). Bad score? Get ready-to-install ZIP fix-pack with llms.txt, schema, A2A, MCP for $1/$29/$99 at agentfix.pro.
Marketing Skills
The free marketing data connector for AI agents. One sign-in gives Claude, ChatGPT or any MCP client live data from Google search, AI answers, Search Console, Google Analytics, Go…
Siteprobe
Open-source autonomous website auditor & fixer for SEO, GEO/AEO, Core Web Vitals, accessibility and AI search readiness. Python CLI + MCP + Agent Skill.
Geoscore MCP
MCP server for AI search optimization (GEO). Scan websites, generate llms.txt, Schema.org fixes, meta tags. Works with Claude, Cursor, Windsurf.
Geocheck
AI-search brand-visibility (GEO) checker - CLI + MCP server with a reproducible eval harness
Dageno MCP Growth Playbook
Dageno MCP and Open API playbook for GEO reporting, prompt gap analysis, citation intelligence, AI visibility workflows, and growth execution.
Autoproduct Design
Design docs for a full-lifecycle multi-agent software development system: opportunity sensing → market → PRD → spec → coding → review → test → deploy → evidence → kill decisions.…
Aeo Toolkit
Open-source suite of ten AEO / technical-SEO / AI-visibility tools — a TypeScript monorepo (crawl→parse→score engine + MCP servers + content agents).
Open Geo
Open-source, AI-Native Generative Engine Optimization (GEO) & Technical Audit Suite. Like Lighthouse for Google SEO, open-geo is the open standard toolkit for Generative Engine Op…
N8n Agent Skills
Unified n8n Agent Skills for Claude Code, Codex, Cursor & OpenCode — production workflows, MCP routing, lint & debug. By Taghi Molavi (molavi.pro)
Growthgate
Empirical growth engineering skills, autonomous GTM playbooks, and GEO methodologies for AI agents
Promptbeacon
Does AI recommend your product? Measure, track and CI-test your share of voice in ChatGPT, Claude, Gemini and more, for brands and open-source projects.
Midnight Seo Skills
16 Claude Code skills for SEO automation: technical audits, topical maps, backlink outreach, parasite SEO, local SEO & Google Map Pack, GA4 analytics, IndexNow rapid indexing, sch…
CiteLadder
Open source AI search visibility tracker: See which brands and pages ChatGPT, Gemini, Claude and AI Overviews name. Self-hostable alternative to Peec and Profound.
Agent Skills
Specification + validator for the agent-skills standard — machine-readable .well-known/agent-skills/SKILL.md files that let AI assistants (ChatGPT, Claude, Perplexity, Gemini) exe…
Agent Presence
Official Mana agent skill, MCP discovery, and developer context for AI agents
optifeed/optifeed-radar
Asks ChatGPT, Claude, Gemini and Perplexity real buyer questions and scores whether a brand or its products are actually recommended (AI visibility, GEO/AEO). Brand and product ch…
Geo Tracker
Agent-ready GEO + SEO tracker — an MCP server your agent uses to schedule prompts across ChatGPT, Gemini, Perplexity, Grok, Copilot, Google AI Mode, Search and News, and store eve…
Geo Scope
1,000-Prompt AI Visibility Benchmark & Algorithm Reverse-Engineering Platform for Generative Engine Optimization (GEO) — by تقی مولوی (Taqi Molavi)
Sv MCP Skills
Open source SEO/GEO Skills for Claude, Claude Code, Openclaw, Hermes Agent and other agentic workflows
Geo Tool Check
Is this page readable for AI search? CLI + MCP server scoring crawler access, structure and citability for ChatGPT, Perplexity, Claude and Google AI. Runs locally, zero dependenci…
Seo Superpower
Claude Code plugin for end-to-end SEO + GEO. One command (/seo) drives everything: bootstrap, audit, find underserved keywords, refresh stale content. Free-tier only — works on GS…