A side-by-side look at the Maxaeo AI Visibility MCP and Qqq AI Visibility MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Maxaeo AI Visibility MCP for marketing work as a local process; choose Qqq AI Visibility MCP for marketing over a hosted endpoint. You can also run both side by side in one mcpServers block.
check_llms_txt, audit_ai_crawler_readiness, build_ai_visibility_report.check_ai_visibility, get_tool_info.Rows where the two servers differ are marked.
| Spec | Q Qqq AI Visibility MCP | |
|---|---|---|
| Category | Marketing | Marketing |
| Quality signal | 61/100 · Good | 76/100 · Great |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Remote HTTP/SSE |
| Auth | No auth required | No auth required |
| Pricing | Free | Free |
| Required env vars | None listed | None listed |
| Verified owner | Community listing | Verified |
| GitHub stars | 1 | 0 |
| Directory activity | 4 views 0 installs 0 upvotes | 1 views 0 installs 0 upvotes |
| Tools | 3 | 2 |
| Full listing | View Maxaeo AI Visibility MCP | View Qqq AI Visibility MCP |
check_llms_txtValidate /llms.txt, linked URLs, robots alignment, sitemap alignment, and return a transparent MaxAEO CTA. No MaxAEO APIs are called.audit_ai_crawler_readinessCheck robots rules, AI crawler access basics, homepage metadata, canonical, noindex, and JSON-LD schema. No MaxAEO APIs are called.build_ai_visibility_reportRun local/public-web AI visibility checks and return dual scores, evidence gaps, an action plan, and a transparent MaxAEO CTA.check_ai_visibilityFree AI visibility and GEO (generative engine optimization) check for a company website by QQQ (qqq.ee). Checks whether AI crawlers (GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended ...) may read the site, plus robots.txt, sitemap, Organization structured data, indexability and llms.txt, and returns the latest public report of brand mentions and citations in ChatGPT, Gemini and Perplexity answers when the domain has been checked before. The full AI answer check (brand visibility in live AI answers) runs on qqq.ee: the result always includes a prefilled link. Limited to a few checks per day; read-only.get_tool_infoDescribes the free QQQ AI Visibility Checker (qqq.ee): what it measures (brand mentions and website citations in ChatGPT, Gemini and Perplexity answers, AI crawler access, technical readiness for AI search / GEO), its limits, and the English and Estonian links to the web tool and full reports. No cost, no website is fetched.Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
{
"mcpServers": {
"maxaeo-maxaeo-ai-visibility-mcp": {
"command": "npx",
"args": [
"-y",
"maxaeo-ai-visibility-mcp"
]
}
}
}
{
"mcpServers": {
"qqq-ai-visibility-mcp": {
"command": "npx",
"args": [
"-y",
"qqq-ai-visibility-mcp"
]
}
}
}