Connect-MCP

AEO Scanner

io.github.Convrgent/aeo-scanner · v2.2.1

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

MCPremotelocal · pypino credentialsResearch & education

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 4 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 84/100

What it does: 4 tools · 3 read, 0 write · Developer tools, Finance, Crypto

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +6
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://aeo-mcp.convrgent.ai/mcp
Package
registry:   pypi
identifier: aeo-scanner
version:    2.2.1
transport:  stdio

Tools

4 tools listed at last check
  • 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 ment
  • 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 ci
  • 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 wi
  • 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 agai

Badge

Connect-MCP badge for io.github.Convrgent/aeo-scanner

Markdown for your README
[![Connect-MCP](https://clawy.uk/mcp/badge/io.github.Convrgent/aeo-scanner.svg)](https://clawy.uk/mcp/s/io.github.Convrgent/aeo-scanner)

Repository