AI Visibility Scorecard
MCPCodify
mcpcodify.com · Technology
Borderline visible. AI bots can crawl MCPCodify, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About MCPCodify
from our crawl and measurement
MCPCodify is a business whose own site puts it this way: "Servidor MCP que conecta tu IA a un stack real: R2 para archivos, D1 para SQLite y Workers para deploys. Tu Claude escribe, ejecuta y despliega en tu proyecto." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, MCPCodify is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
¿Qué es MCPCodify?
Es un servidor MCP (Model Context Protocol) que tu asistente de IA usa como toolbox de infraestructura. Cada prompt puede disparar herramientas reales: escribir un archivo en R2, correr una query en D1, publicar un Worker, o gestionar tareas del proyecto. El stack corre 100% en Cloudflare Edge.
Is this your brand?
The exact fixes for MCPCodify
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MCPCodify.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcpcodify
Cite this score: Engagemii (2026). "AEO Score for MCPCodify." Retrieved from https://engagemii.com/aeo/brands/mcpcodify
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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