AI Visibility Scorecard
MCPHow
mcphow.com · Technology
At 2.7/10, MCPHow is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#2,367,059 of 2,707,329 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 2.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
About MCPHow
from our crawl and measurement
"Copy-paste setup guides for Model Context Protocol (MCP) servers. Install any MCP server in Claude Code, Cursor, Claude Desktop and Windsurf in under a minute." That is how MCPHow introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
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
Good
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 2.7/10, MCPHow is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is an MCP server?
The Model Context Protocol (MCP) is an open standard that lets AI assistants connect to external tools and data — databases, APIs, browsers, your files. An MCP server exposes one such capability; your AI client (Claude Code, Cursor, Claude Desktop, Windsurf) connects to it and can then use those tools.
Is this your brand?
The exact fixes for MCPHow
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcphow
Cite this score: Engagemii (2026). "AEO Score for MCPHow." Retrieved from https://engagemii.com/aeo/brands/mcphow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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