Ext Ops Panel
Open dashboard

io.github.AutomateLab-tech/ai-seo

MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites

MCP server · by AutomateLab-tech

About

io.github.AutomateLab-tech/ai-seo is an MCP server published by AutomateLab-tech. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.

What it asks for

  • Runs on your machine

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Package

npm @automatelab/ai-seo-mcp (@automatelab/ai-seo-mcp on npm)

  • npm downloads/week: 60 (2026-10-12)
  • npm downloads/month: 318 (2026-10-12)
  • Latest version on npm: 1.0.0, published 2026-06-08

npm facts come from the public npm registry (registry.npmjs.org, api.npmjs.org). Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: npm package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport stdio ai-seo -- npx -y @automatelab/ai-seo-mcp
Codex~/.codex/config.toml
[mcp_servers.ai-seo]
command = "npx"
args = ["-y", "@automatelab/ai-seo-mcp"]
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "ai-seo": {
      "command": "npx",
      "args": [
        "-y",
        "@automatelab/ai-seo-mcp"
      ]
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.1.1 Downloads/month (npm): 318
Downloads/week (npm): 60
Forks (GitHub): 1
Stars (GitHub): 3
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • LightSpot

    Audit a website for SEO and AI search visibility (ChatGPT, Perplexity, Gemini) and read the fixes.

    by nmarijane · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • ultimate-seo-geo

    The definitive SEO + GEO skill for Claude. Run full site audits with scored findings (0-100), AI search optimization for Google AI Overviews, ChatGPT Search, and Perplexity…

    by mykpono · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • SEO & GEO

    Audit a page's SEO and its readiness for AI answer engines: meta, schema, robots, sitemaps, AI bots.

    by OrtaMarco · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • seo-audit-content io.github.DataLeadsPRO/seo-audit-content

    Full SEO audits, content analysis, and domain overviews - on-page, technical, and authority metrics

    by DataLeadsPRO · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SERP Agent SEO

    Full-cycle SEO automation for AI agents: technical audits, SEO articles, machine-readable pricing.

    by serp-agent.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • claude-seo

    Comprehensive SEO analysis plugin for Claude Code. Performs full site audits with 11 parallel subagents and 0-100 health scoring across technical SEO (crawlability, indexability…

    by AgriciDaniel · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • SearchFit SEO

    Free AI-powered SEO toolkit — audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility. Works with any website or…

    by searchfit · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • geo-generative-engine-optimisation

    Monitor AI citations, score content for AI search visibility, validate crawl parity, and optimise structured data for ChatGPT, Perplexity, and Google AI Overviews. The only plugin…

    by arturseo-geo · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • akii-seo-ai-search-optimizer

    Free SEO, AEO, and GEO toolkit by Akii. Audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility across ChatGPT…

    by akii-technologies-ltd · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • seo-audit com.deepseoanalysis/seo-audit

    Run SEO + AI-visibility (GEO) audits from Claude, Cursor & other AI clients.

    by deepseoanalysis.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • ultimate-seo-geo

    The definitive SEO + GEO skill for Claude. Run full site audits with scored findings (0-100), AI search optimization for Google AI Overviews, ChatGPT Search, and Perplexity…

    by mykpono · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-seo

    Comprehensive SEO analysis plugin for Claude Code. Performs full site audits with 11 parallel subagents and 0-100 health scoring across technical SEO (crawlability, indexability…

    by AgriciDaniel · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • SearchFit SEO

    Free AI-powered SEO toolkit — audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility. Works with any website or…

    by searchfit · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • geo-generative-engine-optimisation

    Monitor AI citations, score content for AI search visibility, validate crawl parity, and optimise structured data for ChatGPT, Perplexity, and Google AI Overviews. The only plugin…

    by arturseo-geo · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • akii-seo-ai-search-optimizer

    Free SEO, AEO, and GEO toolkit by Akii. Audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility across ChatGPT…

    by akii-technologies-ltd · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • mintlify

    Build beautiful documentation sites with Mintlify. Convert non-markdown files into properly formatted MDX pages, add and modify content with correct component use, and automate…

    by mintlify · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • nimble

    Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents

    by Nimbleway · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • outputai

    Output.ai workflow development toolkit for Claude Code. Adds 5 specialist agents (planner, builder, debugger, prompt writer, quality reviewer), 40+ slash-command skills covering…

    by growthxai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • youdotcom-agent-skills

    You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…

    by youdotcom-oss · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • SearchFit SEO

    Free AI-powered SEO toolkit — audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility. Works with any website or…

    by searchfit · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • Marketing

    Create content, plan campaigns, and analyze performance across marketing channels. Maintain brand voice consistency, track competitors, and report on what's working.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes a similar job

  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes a similar job

  • Brand Voice

    Discover your brand voice from existing documents and conversations, generate enforceable guidelines, and validate AI-generated content against your established tone and…

    by Tribe AI · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes a related job

  • mintlify

    Build beautiful documentation sites with Mintlify. Convert non-markdown files into properly formatted MDX pages, add and modify content with correct component use, and automate…

    by mintlify · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes a related job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • OpenAI Ads Conversions

    Set up OpenAI Ads Measurement Pixel and optional Conversions API instrumentation.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Product Design

    The Product Design plugin is built for turning early ideas into prototypes teams can review. It starts design and build work by confirming the brief, then helps teams explore…

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Cloudflare

    Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.

    by Cloudflare · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • Google Search Console

    Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.

    by acamolese · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • afterlaunch-growth

    Run growth marketing, SEO and AI answer-engine visibility for a product through AfterLaunch over MCP. Reads a ranked backlog of prepared, ready-to-ship growth moves.

    by AfterLaunch · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • web

    Browser automation and web page analysis skills using playwright-cli: connect via CDP, probe bot protection, dismiss overlays, capture DOM trees, reduce pages to skeletons…

    by Adobe · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • aem-eds-content-ops

    Content operations skills for AEM Edge Delivery Services: page auditing, SEO optimization, AI search (GEO), WCAG accessibility, bulk metadata, structured data, sitemap validation…

    by FocusGTS · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes a similar job

  • adobe-analytics

    Practitioner skills for Adobe Analytics via the AA MCP server

    by Adobe · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes a similar job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • tiny-tool-town-submitter

    Inspect a repository, improve Tiny Tool Town readiness, submit its listing issue, and launch remediation work.

    by James Montemagno · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • modern-web-guidance

    Keep your coding agent up to date with the latest web best practices

    by GoogleChrome · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • pm-skills

    MCP server and 12 skills for product analysis, specification writing, strategy, narrative, and stakeholder alignment. Run competitive analyses, write zero-question specs, design…

    by Avyayalaya · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • agent-council

    A runtime-portable 5-agent quality gate that adjudicates text artifacts before they ship. Five role-conditioned LLM deliberators run a 2-round async protocol with cross-read…

    by Avyayalaya · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Ahrefs

    Research keywords, backlinks, rankings, and site health.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Semrush

    Research keywords, backlinks, traffic, and competitors.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Similarweb

    Analyze website traffic, audiences, and competitors.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Profound

    Track AI visibility, sentiment, and citations.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Gamma

    Generate presentations, documents, and webpages.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • OSP Marketing Tools

    A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.

    by open-strategy-partners · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Short.io

    Access to Short.io's link shortener and analytics tools.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes a similar job

  • Kagi Search

    The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

    by kagisearch · MCP server

    Listed on: Docker MCP Catalog · Describes a similar job

  • Firecrawl

    🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

    by firecrawl · MCP server

    Listed on: Docker MCP Catalog · Describes a similar job

  • playwright-mcp io.github.microsoft/playwright-mcp

    Playwright Tools for MCP

    by microsoft · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog · Describes a similar job

Has a listing on Official MCP Registry (5)
  • LightSpot

    Audit a website for SEO and AI search visibility (ChatGPT, Perplexity, Gemini) and read the fixes.

    by nmarijane · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SEO & GEO

    Audit a page's SEO and its readiness for AI answer engines: meta, schema, robots, sitemaps, AI bots.

    by OrtaMarco · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • seo-audit-content io.github.DataLeadsPRO/seo-audit-content

    Full SEO audits, content analysis, and domain overviews - on-page, technical, and authority metrics

    by DataLeadsPRO · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SERP Agent SEO

    Full-cycle SEO automation for AI agents: technical audits, SEO articles, machine-readable pricing.

    by serp-agent.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • seo-audit com.deepseoanalysis/seo-audit

    Run SEO + AI-visibility (GEO) audits from Claude, Cursor & other AI clients.

    by deepseoanalysis.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built