AI Visibility Scorecard
AST MCP Server
astmcp.com · Technology
Borderline visible. AI bots can crawl AST MCP Server, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,075,612 of 2,706,057 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
4
AI Adoption
iBasic · 4/100
About AST MCP Server
from our crawl and measurement
"Give AI coding agents compact, compiler-aware access to TypeScript and JavaScript projects. Retrieve exact symbols, references and diagnostics without loading entire files into the model." That is how AST MCP Server introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (WebSite, Organization, SoftwareApplication), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.9/10, AST MCP Server is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for AST MCP Server
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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.
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/astmcp
Cite this score: Engagemii (2026). "AEO Score for AST MCP Server." Retrieved from https://engagemii.com/aeo/brands/astmcp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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