no.synligdigital/aeo-audit

AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.

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No known CVEs

No license

Maintenance unknown

No commit data

Works with most clients

Transport:

0 tools

Grade F

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Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "no-synligdigital-aeo-audit": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

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Read me

What no.synligdigital/aeo-audit does

AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

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Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

14/100across 5 weighted dimensions

How we score →

0255075100

−86

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

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Frequently Asked Questions

Is no.synligdigital/aeo-audit safe to use?: no.synligdigital/aeo-audit has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install no.synligdigital/aeo-audit?: no.synligdigital/aeo-audit can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with no.synligdigital/aeo-audit?: no.synligdigital/aeo-audit is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

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Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

What it does

Analyzes why businesses don't appear in ChatGPT, Claude, Perplexity, and other AI assistant answers. Returns:

Score 0-100 with letter grade (A–F)

Breakdown: schema markup, meta tags, content quality, technical config, AI signals

Issues: specific problems blocking AI visibility

Recommendations: prioritized action list

Tools

analyze_aeo(url)

Full audit. Returns score, grade, category breakdown, all issues, and ranked recommendations.

{ "jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": { "name": "analyze_aeo", "arguments": { "url": "https://example.com" } } }

get_aeo_score(url)

Quick check — score and grade only.

check_ai_readiness(url)

Checks if AI crawlers (GPTBot, ClaudeBot) are blocked, if /llms.txt exists, and other crawler access signals.

What AEO checks

Structured data (JSON-LD schema): LocalBusiness, FAQPage, AggregateRating, OpeningHours

Meta tags: Title, description, OpenGraph

Content quality: Word count, H1/H2 headings, location signals, FAQ section, prices

Technical: robots.txt AI bot access, llms.txt, sitemap, load speed

AI signals: Speakable schema, statistics/numbers, structured content

Frequently Asked Questions

Is no.synligdigital/aeo-audit safe to use?

no.synligdigital/aeo-audit has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install no.synligdigital/aeo-audit?

no.synligdigital/aeo-audit can be installed by cloning its GitHub repository and following the setup instructions in the README.

What AI clients work with no.synligdigital/aeo-audit?

no.synligdigital/aeo-audit is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

AEO Audit MCP Server

AEO (Answer Engine Optimization) audit tool — check any website's AI visibility score and get actionable recommendations.

Live endpoint: https://aeo-mcp-server.amdal-dev.workers.dev/mcp Protocol: MCP Streamable HTTP (2025-03-26) Free to use — no auth required

What it does

Analyzes why businesses don't appear in ChatGPT, Claude, Perplexity, and other AI assistant answers. Returns:

Score 0-100 with letter grade (A–F)
Breakdown: schema markup, meta tags, content quality, technical config, AI signals
Issues: specific problems blocking AI visibility
Recommendations: prioritized action list

Tools

`analyze_aeo(url)`

Full audit. Returns score, grade, category breakdown, all issues, and ranked recommendations.

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "analyze_aeo",
    "arguments": { "url": "https://example.com" }
  }
}

`get_aeo_score(url)`

Quick check — score and grade only.

`check_ai_readiness(url)`

Checks if AI crawlers (GPTBot, ClaudeBot) are blocked, if /llms.txt exists, and other crawler access signals.

Usage with Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "aeo-audit": {
      "url": "https://aeo-mcp-server.amdal-dev.workers.dev/mcp",
      "type": "streamable-http"
    }
  }
}

Usage with Cursor / other MCP clients

Endpoint: https://aeo-mcp-server.amdal-dev.workers.dev/mcp Transport: Streamable HTTP (POST)

What AEO checks

Structured data (JSON-LD schema): LocalBusiness, FAQPage, AggregateRating, OpeningHours
Meta tags: Title, description, OpenGraph
Content quality: Word count, H1/H2 headings, location signals, FAQ section, prices
Technical: robots.txt AI bot access, llms.txt, sitemap, load speed
AI signals: Speakable schema, statistics/numbers, structured content

About

Built by Synlig Digital — AEO services for Norwegian businesses. Contact: hei@synligdigital.no