Is io.github.Convrgent/aeo-scanner safe to use?

io.github.Convrgent/aeo-scanner 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 io.github.Convrgent/aeo-scanner?

io.github.Convrgent/aeo-scanner supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What AI clients work with io.github.Convrgent/aeo-scanner?

io.github.Convrgent/aeo-scanner is compatible with claude-desktop, cursor, claude-code. It uses stdio and http transport.

Is io.github.Convrgent/aeo-scanner actively maintained?

io.github.Convrgent/aeo-scanner is recently maintained — last commit was 42 days ago.

io.github.Convrgent/aeo-scanner

aeo-scanner

AI search visibility audit with AEO Score and Agent Readiness scores plus fix code.

0 tools GitHub PyPI

No known CVEs

No license

Maintained

Last commit 42d ago

Works with most clients

Transport: stdio, http

0 tools

Grade F

Edit this pageView history

Marketing

Step 1

Install in your client

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

Supported in Claude Desktopstdio, http · Node 18+

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

{
  "mcpServers": {
    "io-github-convrgent-aeo-scanner": {
      "args": [
        "aeo-scanner"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-convrgent-aeo-scanner)](https://mcppedia.org/s/io-github-convrgent-aeo-scanner)

Read me

What io.github.Convrgent/aeo-scanner does

AI search visibility audit for any website. Three scores, one scan.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'aeo-scanner' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

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

Score breakdown

51/100across 5 weighted dimensions

How we score →

0255075100

−49

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked aeo-scanner against OSV.dev.

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.Convrgent/aeo-scanner safe to use?: io.github.Convrgent/aeo-scanner 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 io.github.Convrgent/aeo-scanner?: io.github.Convrgent/aeo-scanner supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What AI clients work with io.github.Convrgent/aeo-scanner?: io.github.Convrgent/aeo-scanner is compatible with claude-desktop, cursor, claude-code. It uses stdio and http transport.
Is io.github.Convrgent/aeo-scanner actively maintained?: io.github.Convrgent/aeo-scanner is recently maintained — last commit was 42 days ago.

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Get CVE alerts and security updates for io.github.Convrgent/aeo-scanner and similar servers.

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?

Edit this pageView history

Marketing

Step 1

Install in your client

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

Supported in Claude Desktopstdio, http · Node 18+

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

{
  "mcpServers": {
    "io-github-convrgent-aeo-scanner": {
      "args": [
        "aeo-scanner"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-convrgent-aeo-scanner)](https://mcppedia.org/s/io-github-convrgent-aeo-scanner)

Read me

What io.github.Convrgent/aeo-scanner does

AI search visibility audit for any website. Three scores, one scan.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'aeo-scanner' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

AEO Scanner — MCP Server

AI search visibility audit for any website. Three scores, one scan.

What it does

AEO Score (0-100): How well AI search engines (ChatGPT, Perplexity, Google AI Overviews) can find, read, and cite your content
GEO Score (0-100): How likely AI is to cite your site as a source — citation readiness for AI-generated answers
Agent Readiness (0-100): How easily AI agents can understand, interact with, and transact on your site
Mention Readiness (0-100): Predicts how likely AI will mention your brand, based on 12 research-backed signals
AI Identity Card: How AI currently perceives your brand — gaps, citable claims, detected competitors
Business Profile: Auto-detected business type (commerce/saas/media/general) with which scores matter most

Quick start

Remote server (recommended) — zero install, just add the URL:

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

# Claude Desktop / Claude.ai
# Settings → Connectors → Add custom connector → https://aeo-mcp.convrgent.ai/mcp

# Cursor — add to .cursor/mcp.json
{ "aeo-scanner": { "url": "https://aeo-mcp.convrgent.ai/mcp" } }

Then ask your AI assistant: "Scan example.com for AI visibility"

Alternative: local install via PyPI (stdio transport):

claude mcp add aeo-scanner -- uvx aeo-scanner

Tools

Tool	What it does	Price
`scan_site`	Quick triple-score scan + AI Identity Card + mention readiness + business profile + top issues	Free
`audit_site`	Full 58+ check breakdown across 12 categories (4 AEO + 4 GEO + 4 Agent)	$1.00
`compare_sites`	Two-site gap analysis + category winners + overtake fix code	$3.00
`fix_site`	Generated fix code with two-tier score projections — apply directly with Claude Code	$5.00

Free tier

scan_site works without any authentication. No API key, no wallet, no setup.

Rate limits: 20 scans/hour per IP, 5 per URL per day.

Paid tools

audit_site, compare_sites, and fix_site require an API key:

Get your key at scan.convrgent.ai
Set AEO_API_KEY in your MCP config

Or pay per call with USDC via x402 protocol (Base network).

Workflow

The included optimize_site prompt guides the full workflow:

Scan — get baseline scores + mention readiness + business profile (free)
Compare — benchmark against detected competitors ($3)
Audit — see detailed breakdown by category ($1)
Fix — get working code with quick-win and full-ceiling projections ($5)
Rescan — verify improvement across all scores (free)

Scoring

58+ checks across 12 categories. See the built-in aeo://reference/scoring-methodology resource for full details.

AEO categories: Structured Data (30%), Meta & Technical (20%), AI Accessibility (25%), Content Quality (25%)

GEO categories: Brand Narrative Clarity (25%), Citation Readiness (25%), Authority Signals (25%), Entity Definition (25%)

Agent Readiness categories: Machine Identity (30%), API Discoverability (25%), Structured Actions (25%), Programmatic Access (20%)

Grades: A (90+), B (75-89), C (60-74), D (40-59), F (0-39)

Research basis

GEO checks are backed by peer-reviewed research: Princeton KDD 2024 (+115% visibility from citing sources), Growth Memo (44.2% citations from first 30% of content), Cornell (+28% from quantitative claims), and more. See scoring methodology for full citations.

Built by Convrgent — AI visibility tools for agents.

Loading README…

Scored, not listed

Why this score

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

Score breakdown

51/100across 5 weighted dimensions

How we score →

0255075100

−49

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked aeo-scanner against OSV.dev.

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.Convrgent/aeo-scanner safe to use?: io.github.Convrgent/aeo-scanner 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 io.github.Convrgent/aeo-scanner?: io.github.Convrgent/aeo-scanner supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What AI clients work with io.github.Convrgent/aeo-scanner?: io.github.Convrgent/aeo-scanner is compatible with claude-desktop, cursor, claude-code. It uses stdio and http transport.
Is io.github.Convrgent/aeo-scanner actively maintained?: io.github.Convrgent/aeo-scanner is recently maintained — last commit was 42 days ago.