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SEO-IntentRank (Antigravity MCP) MCP server

by AI-BuildInfra·io.github.AI-BuildInfra/SEO-intentrank·v1.0.1
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Human search intent keywords, Core Web Vitals, technical SEO & on-page audit MCP server.

C68/100grade C
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Safety scan
C68/100

full report

Adoption
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1 stars

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Nobody has reviewed SEO-IntentRank (Antigravity MCP) yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

SEO-IntentRank (Antigravity MCP) tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualityno auth information5/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 68/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the SEO-IntentRank (Antigravity MCP) repository's README, as published. We do not edit it. Read it on GitHub

SEO-IntentRank MCP Server (seo-intentrank)

Official Model Context Protocol (MCP) Server for SEO-IntentRank: Human Search Intent Keywords, Technical SEO Audits, Google Lighthouse Core Web Vitals (CLS/LCP/INP), and On-Page Diagnostic Intelligence.

Developed, maintained, and published by AI Build Infra — High-Performance Infrastructure for Artificial Intelligence & Search Engine Optimization.

🌟 Overview

SEO-IntentRank is an enterprise-grade SEO diagnostic MCP Server created by AI Build Infra to equip AI assistants (ChatGPT, Claude Desktop, Google Antigravity, Cursor, and Perplexity) with live web diagnostics.

It bridges the gap between raw technical crawl data and real human search behavior, delivering deep on-page audits, direct Google Lighthouse Core Web Vitals (including exact Cumulative Layout Shift / CLS scores), and semantic Human Search Intent Keyword extraction.

Core Capabilities:

  1. 🎯 Human Intent Keyword Engine: Categorizes page search intent into Informational, Commercial Investigation, Transactional, and Navigational; synthesizes high-converting natural human search queries; mines answered questions; and flags AI slop clichés and keyword stuffing.
  2. 🔍 On-Page SEO Inspection: Scans (character length & ~580px pixel width estimates), (CTA detection), , Open Graph tags (og:), Twitter Cards (twitter:), and Canonical URL verification.
  3. 📐 Media & Image Alt Audit: Detects missing alt attributes, decorative images (alt=""), and missing width/height attributes that cause Cumulative Layout Shift (CLS).
  4. ⚡ Lighthouse Core Web Vitals: Fetches exact numeric scores directly from Google Lighthouse / PageSpeed Insights for:
  • Cumulative Layout Shift (CLS) with threshold analysis ($\le 0.1$ Good) and shift element culprit identification.
  • Largest Contentful Paint (LCP), Interaction to Next Paint (INP), First Contentful Paint (FCP), and Time to First Byte (TTFB).
  • Fallback to local DOM-based layout shift heuristics when auditing raw HTML offline.
  1. 🏗️ Technical SEO Hierarchy: Checks single enforcement, non-sequential heading level skips (e.g. H1 → H3), Schema.org JSON-LD structured data validation, robots.txt disallows, sitemap.xml, and text-to-HTML ratios.

💡 How SEO-IntentRank Works in AI Assistants (ChatGPT / Claude / Antigravity)

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Install directly

The registry entry has no remote endpoint or installable package.

SEO-IntentRank (Antigravity MCP): common questions

Is SEO-IntentRank (Antigravity MCP) MCP server safe?
With care: it is graded C, so read the findings first (68/100). Read the SEO-IntentRank (Antigravity MCP) safety report
Does SEO-IntentRank (Antigravity MCP) need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is SEO-IntentRank (Antigravity MCP) maintained?
The last commit was in the last day (2026-09-24). The latest release is v1.0.1.
What can I use instead of SEO-IntentRank (Antigravity MCP)?
Servers from other publishers that do the same job: Google Ads + Meta Ads + SEO/GEO MCP server, Web Validator by DigestSEO MCP server and SEO Audit Console MCP server. Compare all SEO-IntentRank (Antigravity MCP) alternatives.

Alternatives to SEO-IntentRank (Antigravity MCP)

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SEO-IntentRank (Antigravity MCP) vs Google Ads + Meta Ads + SEO/GEO MCPSEO-IntentRank (Antigravity MCP) vs Web Validator by DigestSEOSEO-IntentRank (Antigravity MCP) vs SEO Audit Console

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