AI Visibility Scorecard
MCPxel
mcpxel.com · Technology
Borderline visible. AI bots can crawl MCPxel, 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 · Meta AI
#1,351,624 of 2,706,693 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
14
AI Adoption
iBasic · 14/100
About MCPxel
from our crawl and measurement
MCPxel describes itself simply: "A directory and rating site for Agent Skills (MCP Servers): audits, semantic search, and one-click install." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, MCPxel is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What are Agent Skills, and how do they relate to MCP?
MCP (Model Context Protocol) is the open standard that lets agents like Claude securely talk to tools and data sources. It defines how a client discovers servers, exchanges messages, and manages permissions.Agent Skills are concrete, ready-to-use MCP servers and configurations.
Why is finding Claude Skills so painful?
Searching “Claude Skill” on GitHub gives you a wall of repos. You open README after README, guess compatibility, and hunt for install steps. Installing and getting one skill to actually run often takes 15–30 minutes — and one failure means starting over.Choice paralysis + high trial costEvaluating a repo takes minutes; installing and debugging takes 15–30 minutes.
Is this your brand?
The exact fixes for MCPxel
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 MCPxel.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcpxel
Cite this score: Engagemii (2026). "AEO Score for MCPxel." Retrieved from https://engagemii.com/aeo/brands/mcpxel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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