AEO Audit

no.synligdigitalPublished by synligdigital.nov1.0.0Updated Oct 24, 2026

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

The publisher's own server: audit.domains - Domain Valuation

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingData & Analytics

Overview

AI-generated overview

Scores a website 0-100 for AI visibility and reports issues and recommendations for answer-engine optimization.

What you can do
A remote MCP server that audits a URL for how likely it is to appear in AI assistant answers. It returns a 0-100 score with a letter grade, a breakdown across schema markup, meta tags, content quality, technical configuration and AI signals, a list of blocking issues, and prioritized recommendations. Separate tools give a quick score and grade, or check AI crawler access such as GPTBot and ClaudeBot blocking and the presence of an llms.txt file.
When to use it
Useful when you want an assistant to evaluate or improve a site's visibility in AI answers, for example during SEO or AEO reviews, content planning, or comparing pages before and after changes. It is aimed at marketing and site owners rather than general browsing.
Requirements
A remote Streamable HTTP endpoint; no package installation, account, API key or environment variable is declared. The client must support Streamable HTTP and have network access to the endpoint.
Before you install
The server fetches the URL you submit, so the target site and its content are sent to a third-party service. It is described as free and requiring no authentication, but availability and terms are controlled by the provider. Treat returned scores and recommendations as advisory rather than authoritative.

Installation

In SourceWeft

  1. Open AEO Audit in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/no.synligdigital%2Faeo-audit/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

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

README

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.

json
{  "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:

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: [email protected]

Source: README.md at commit 779a588

Tools

4

audit_domain

Run a full AEO (Answer Engine Optimization) audit for a domain. Checks how the domain appears across AI answer engines for given queries. Returns citation rate, grade (A-F), competitor comparison, and per-query results.

Parametersdomainrequiredqueriesrequiredprovidercompetitors

quick_check

Quick single-query AI visibility check for a domain.

Parametersqueryrequireddomainrequiredprovider

suggest_queries

Generate AEO audit queries for a domain/industry.

Parameterscountdomainrequiredindustrylanguage

audit_domain_premium

Premium AEO audit. Subscribe at https://buy.stripe.com/dRmbJ1cJh72E3TO57agjC00 ($9/mo unlimited) or pay $0.10 USDC per call via x402. Includes everything in audit_domain PLUS: - Actionable recommendations with priority ranking - Technical implementation guide (llms.txt, structured data, FAQ schema) - Competitive gap analysis with specific improvement steps - Estimated score improvement per recommendation

Parametersdomainrequiredqueriesrequiredprovidercompetitors

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.

Other Audit integrations

audit.domains - Domain Valuation

domains.auditOfficial publisher

Deterministic domain-name valuation: fair-value intervals, comparable recorded sales, availability checks, and a verified for-sale listing market.

Streamable HTTPWeb executable
Business & Commerce27 toolsNov 1, 2026

Revenue Agent — OpenAPI Audit & Change Detection

news.prhOfficial publisher

A remote MCP endpoint that audits OpenAPI specifications and detects API changes, charging $0.10 USDC per analysis via x402 on Base.

Streamable HTTPWeb executable
Developer Tools2 toolsOct 24, 2026

SEO Audit & Broken Link Checker

Published by GitHub account prometheus-maker

An Apify-hosted MCP server that audits a website's pages for SEO metadata and finds broken links and images, returning per-page scores.

Streamable HTTPWeb executableAuth
Data & AnalyticsCredential requiredNov 7, 2026

FinePrint AI Legal Risk & Contract Audit MCP Server

Published by GitHub account RitualDev-Lab

Local in-memory scanner that grades legal contracts, NDAs and leases for risk and drafts redline amendments for coding agents.

STDIODesktop only
AI & MLNot validated yetNov 7, 2026

Mcp Supply Audit

Published by GitHub account kimmawla

Audits MCP servers as supply-chain artifacts — registry entries, PyPI/npm packages, client configs and tool definitions — using read-only static checks.

STDIODesktop only
Developer ToolsNot validated · the package did not installNov 5, 2026