AEO Scanner MCP Server

by convrgent Your server? Claim it

answering

AEO Scanner is answering right now. Last checked 3 min ago. 181 installs a week from pypi. It exposes 4 tools. Last commit 17 Apr 2026.

AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.

Installs per day peak 97 · avg 36 · +1% w/w

a month agotoday

Uptime history 47 days of history

47 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

883 ms

Response time

average over 24h

181

Installs / week

npm and PyPI

Nothing serious here today

Today is the operative word: we check AEO Scanner every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add aeo-scanner --transport http https://aeo-mcp.convrgent.ai/mcp

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

{
  "mcpServers": {
    "aeo-scanner": {
      "url": "https://aeo-mcp.convrgent.ai/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.aeo-scanner]
url = "https://aeo-mcp.convrgent.ai/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "aeo-scanner": {
      "url": "https://aeo-mcp.convrgent.ai/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "aeo-scanner": {
      "url": "https://aeo-mcp.convrgent.ai/mcp"
    }
  }
}

This one needs environment variables set before it will start: AEO_API_KEY (API key for paid tools (audit_site, compare_sites, fix_site). Get at https://scan.convrgent.ai). The author declared them in the registry entry; get the values from the project itself.

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

audit

audit_site

Full AI visibility audit across 77+ checks in 12 categories (4 AEO + 4 GEO + 4 Agent Readiness). Returns detailed per-check scores with specific issues and recommendations, AI Identity Card with mention readiness and detected competitors, and business profile. GEO checks include 3 research-backed citation signals: factual density, answer frontloading, and source citations. Agent Readiness covers emerging agent-discovery standards Cloudflare's isitagentready.com evaluates: RFC 9727 api-catalog, SEP-1649 MCP Server Card, and IETF Content-Signal (draft-romm-aipref). Does NOT generate fix code — pass this response's id as scan_id to fix_site (within 1 hour) to get fixes WITHOUT a re-crawl, or use compare_sites to benchmark against a competitor. Pay per call ($1.00) via x402 — USDC on Base or Solana. Machine payment via signed X-PAYMENT header; see https://www.x402.org/. On payment_required, the response includes the full x402 payload with payTo/amount/asset.

compare

compare_sites

Competitive gap analysis — scans two sites concurrently, shows side-by-side scores, category-by-category winners, competitive gaps (checks where the competitor scored 20+ higher), and generated overtake fix code with projected scores after closing gaps. Use this when the user wants to benchmark against a competitor or when scan_site detects competitors in the AI Identity Card. Pay per call ($3.00) via x402 — USDC on Base or Solana. On payment_required, the response includes the full x402 payload with payTo/amount/asset.

fix

fix_site

Generate complete fix code for all AI visibility issues across AEO, GEO, and Agent Readiness. Returns working code you can apply directly — schema generation, robots.txt, sitemap, llms.txt, meta tags, structured data, citation signals, entity markup. Also returns two-tier score projections: quick wins (critical + high fixes only) and full implementation ceiling (all fixes). TIP: pass scan_id from a fresh audit_site result (kept 1 hour) to skip the re-crawl — instant response, same price. Content recommendations include research citations. Run scan_site first to see which issues exist. Pay per call ($5.00) via x402 — USDC on Base or Solana. On payment_required, the response includes the full x402 payload with payTo/amount/asset.

scan

scan_site

Quick AI visibility scan. Returns three scores: AEO Score (0-100, AI search engine findability), GEO Score (0-100, AI citation readiness), and Agent Readiness Score (0-100, AI agent interaction capability). Also returns AI Identity Card with mention readiness (0-100, predicts how likely AI will mention the brand), detected competitors, business profile (commerce/saas/media/general), and top 5 issues. 77+ checks across 12 categories. Free — no API key needed. Does NOT return per-check details or fix code — use audit_site for full breakdown, fix_site for generated fixes, compare_sites to benchmark against a competitor.

Endpoints

URL	Transport	State	Latency	Checked
https://aeo-mcp.convrgent.ai/mcp	streamable-http	answering	648 ms	3 min ago

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AEO Scanner — questions

Answers built from our own checks of this server.

What can AEO Scanner do?

It exposes 4 tools, read directly from the server on our last check. Among them: audit_site, compare_sites, fix_site, scan_site. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is AEO Scanner working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 883 ms. The bar chart above shows every period we have measured.

How do I connect AEO Scanner?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does AEO Scanner need an API key?

No. AEO Scanner completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is AEO Scanner?

It answers our handshake in 883 ms on average, which is faster than 11% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.

How many people use AEO Scanner?

The pypi package aeo-scanner was installed 181 times in the last week. Week over week that is +1%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is AEO Scanner open source?

Yes — it is published under the MIT licence, written in TypeScript, 1 stars on GitHub and 2 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.