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. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.

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

io.github.Convrgent/aeo-scanner provides 3 tools: Tools, Workflow, Scoring. See the full tools list on the server page for descriptions and parameters.

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 less actively maintained - last commit was 210 days ago. It has 1 GitHub stars.

io.github.Convrgent/aeo-scanner

aeo-scanner

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

1 3 tools GitHub PyPI

No known CVEs

MIT license

Stale

Last commit 210d ago

Works with most clients

Transport: stdio, http

3 tools · ~105 tok

Grade A · 0.1% of 200K ctx

MCPpedia last refreshed this data 2d ago

Edit this pageView history

io.github.Convrgent/aeo-scanner is an MCP server that AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free. Its tool list has not been published yet over stdio and http, requires no API key, and scores 77/100 on MCPpedia's security, maintenance and efficiency rubric.

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

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

77/100across 5 weighted dimensions

How we score →

0255075100

−23

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked aeo-scanner against OSV.dev.

Inventory

Tools (3)

Click any tool to inspect its schema.

~105 tokens total

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. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.
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 can io.github.Convrgent/aeo-scanner do?: io.github.Convrgent/aeo-scanner provides 3 tools: Tools, Workflow, Scoring. See the full tools list on the server page for descriptions and parameters.
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 less actively maintained - last commit was 210 days ago. It has 1 GitHub stars.

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

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

77/100across 5 weighted dimensions

How we score →

0255075100

−23

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked aeo-scanner against OSV.dev.

Inventory

Tools (3)

Click any tool to inspect its schema.

~105 tokens total

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. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.
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 can io.github.Convrgent/aeo-scanner do?: io.github.Convrgent/aeo-scanner provides 3 tools: Tools, Workflow, Scoring. See the full tools list on the server page for descriptions and parameters.
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 less actively maintained - last commit was 210 days ago. It has 1 GitHub stars.

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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?