scan_siteLABSCO SUMMARY
Find out how AI search sees your site before you rewrite it.
The free scan carries the whole idea: three scores, the gaps in how AI currently describes the brand, and the issues worth fixing. The paid tools then break the score down, benchmark against a competitor, and hand back code.
What it is
A hosted MCP server that audits a website for AI search visibility. A scan returns three scores out of 100 — AEO, GEO and Agent Readiness — plus a mention readiness score, an AI Identity Card showing how AI currently describes the brand, and an auto-detected business type. Three deeper tools audit, compare and fix.
What you get
- A triple-score scan of any URL, with top issues and the business type it detected
- An AI Identity Card: how AI describes the brand today, its gaps, its citable claims and the competitors it names
- A full breakdown of 58+ checks across 12 categories
- A two-site gap analysis with category winners and overtake fix code
- Generated fix code with two-tier score projections, applied directly from a coding client
- A prompt that walks the scan, compare, audit and fix sequence in order
Requirements
scan_site needs nothing at all — no API key, no wallet — though it is rate limited per IP and per URL. audit_site, compare_sites and fix_site need an API key from scan.convrgent.ai, or pay-per-call in USDC over x402 on Base, each priced separately. Connect remotely at https://aeo-mcp.convrgent.ai/mcp, or run it locally with uvx aeo-scanner.
Setup effort
One command — claude mcp add --transport http aeo-scanner https://aeo-mcp.convrgent.ai/mcp
USE CASES
01
Checking how visible a site is to AI search
One free call returns AEO, GEO and Agent Readiness scores plus the top issues behind them.
02
Seeing exactly which checks you fail
The audit breaks the scores into 58+ checks across 12 categories, so a score becomes a work list.
03
Benchmarking against a competitor
Two sites compared, with category winners and the changes that would close the gap.
04
Getting the fix rather than the finding
Fix code comes back with projected score effects, ready to apply from a coding client.
4 tools
Listed in project docs. Your client may show a different list.
audit_sitecompare_sitesfix_siteBEFORE YOU INSTALL
What to know first
Tools you get
4 tools named in the project's documentation. Only scan_site is free; audit_site costs $1.00, compare_sites $3.00 and fix_site $5.00, each needing an API key or per-call USDC payment. fix_site generates code; it does not change your site.
Optional
AEO_API_KEY in your environment
INSTALLATION
Connect your client
Server setup
Setup
TERMINAL
claude mcp add --transport http aeo-scanner https://aeo-mcp.convrgent.ai/mcpAlternative local install via PyPI (stdio transport):
TERMINAL
claude mcp add aeo-scanner -- uvx aeo-scannerFor the paid tools only: get an API key at scan.convrgent.ai and set AEO_API_KEY in your MCP config
Hosted endpoint
ENDPOINT URL
https://aeo-mcp.convrgent.ai/mcpAdd this hosted endpoint to your MCP client.
MCP Clients
Claude Code — HTTP
CLAUDE CODE — HTTP · TERMINAL
claude mcp add --transport http aeo-scanner https://aeo-mcp.convrgent.ai/mcpThe configuration on this page does not set AEO_API_KEY, and only the paid tools need it; scan_site works without one. For audit_site, compare_sites and fix_site, the README says to get a key at scan.convrgent.ai and set AEO_API_KEY in your MCP config.
Claude Desktop, Claude.ai
Settings → Connectors → Add custom connector → https://aeo-mcp.convrgent.ai/mcp
The configuration on this page does not set AEO_API_KEY, and only the paid tools need it; scan_site works without one. For audit_site, compare_sites and fix_site, the README says to get a key at scan.convrgent.ai and set AEO_API_KEY in your MCP config.
Cursor
CURSOR · JSON
{
"mcpServers": {
"aeo-scanner": {
"url": "https://aeo-mcp.convrgent.ai/mcp"
}
}
}The configuration on this page does not set AEO_API_KEY, and only the paid tools need it; scan_site works without one. For audit_site, compare_sites and fix_site, the README says to get a key at scan.convrgent.ai and set AEO_API_KEY in your MCP config.
Claude Code — uvx
CLAUDE CODE — UVX · TERMINAL
claude mcp add aeo-scanner -- uvx aeo-scannerThe configuration on this page does not set AEO_API_KEY, and only the paid tools need it; scan_site works without one. For audit_site, compare_sites and fix_site, the README says to get a key at scan.convrgent.ai and set AEO_API_KEY in your MCP config.
