Qqq AI Visibility MCP vs MCP Seo
A side-by-side look at the Qqq AI Visibility MCP and MCP Seo MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Q
Qqq AI Visibility MCPMarketing · Remote HTTP/SSEFree MCP server that checks website AI visibility and GEO readiness, including AI crawler access, technical SEO signals, and public brand mentions or citations in ChatGPT, Gemini, and Perplexity.76GreatAuth: no auth requiredVerdict: choose Qqq AI Visibility MCP for marketing work over a hosted endpoint; choose MCP Seo for marketing as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
QChoose Qqq AI Visibility MCP when
- You need dedicated capabilities in the Marketing domain.
- You prefer a remote HTTP/SSE transport.
- Its auth model fits you: No auth required.
- You want tools like
check_ai_visibility, get_tool_info.
Choose MCP Seo when
- You need dedicated capabilities in the Marketing domain.
- You prefer a local stdio subprocess transport.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | Q Qqq AI Visibility MCP | |
|---|---|---|
| Category | Marketing | Marketing |
| Quality signal | 76/100 · Great | 41/100 · Fair |
| Install command | Confirmed | Confirmed |
| Transport | Remote HTTP/SSE | Local subprocess (stdio) |
| Auth | No auth required | Not declared |
| Pricing | Free | Not declared |
| Required env vars | None listed | None listed |
| Verified owner | Verified | Community listing |
| GitHub stars | 0 | 0 |
| Directory activity | 1 views 0 installs 0 upvotes | 2 views 0 installs 0 upvotes |
| Tools | 2 | Not listed |
| Full listing | View Qqq AI Visibility MCP | View MCP Seo |
Tools & capabilities
Qqq AI Visibility MCP tools 2
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.
MCP Seo tools
No tool names declared yet. Check the project README from the listing page.
Ready-to-paste client configs
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.
Qqq AI Visibility MCP
{
"mcpServers": {
"qqq-ai-visibility-mcp": {
"command": "npx",
"args": [
"-y",
"qqq-ai-visibility-mcp"
]
}
}
}
MCP Seo
{
"mcpServers": {
"mcp-seo": {
"command": "npx",
"args": [
"-y",
"@sparrow84001/mcp-seo"
]
}
}
}
Frequently asked questions
Qqq AI Visibility MCP is categorized under Marketing and uses a remote HTTP/SSE transport. MCP Seo belongs to Marketing and uses a local stdio subprocess. Pick Qqq AI Visibility MCP for marketing work and MCP Seo for marketing.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Qqq AI Visibility MCP is listed as free. Auth: no auth required. MCP Seo has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add qqq-ai-visibility-mcp and mcp-seo as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Qqq AI Visibility MCP has a quality signal of 76/100 (Great) with 1 views, 0 installs and 0 GitHub stars. MCP Seo has 41/100 (Fair) with 2 views, 0 installs and 0 GitHub stars.