AI Visibility MCP vs Qqq AI Visibility MCP
A side-by-side look at the 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.
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 AI Visibility MCP for marketing work; choose Qqq AI Visibility MCP for marketing over a hosted endpoint. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose AI Visibility MCP when
- You need dedicated capabilities in the Marketing domain.
- Its auth model fits you: API key required.
- You have the keys it needs:
PERPLEXITY_API_KEY, OPENROUTER_API_KEY, MAX_COST_PER_CALL, MAX_DAILY_USD, LLM_MAX_OUTPUT_TOKENS, AI_VISIBILITY_SPEND_FILE.
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.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | Q Qqq AI Visibility MCP | |
|---|---|---|
| Category | Marketing | Marketing |
| Quality signal | 44/100 · Fair | 76/100 · Great |
| Install command | Not confirmed yet | Confirmed |
| Transport | — | Remote HTTP/SSE |
| Auth | API key required | No auth required |
| Pricing | BYOK (pay the provider) | Free |
| Required env vars | PERPLEXITY_API_KEYOPENROUTER_API_KEYMAX_COST_PER_CALLMAX_DAILY_USDLLM_MAX_OUTPUT_TOKENSAI_VISIBILITY_SPEND_FILE | None listed |
| Verified owner | Community listing | Verified |
| GitHub stars | 1 | 0 |
| Directory activity | 5 views 0 installs 0 upvotes | 1 views 0 installs 0 upvotes |
| Tools | Not listed | 2 |
| Full listing | View AI Visibility MCP | View Qqq AI Visibility MCP |
Tools & capabilities
AI Visibility MCP tools
No tool names declared yet. Check the project README from the listing page.
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.
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.
AI Visibility MCP
No confirmed install command for AI Visibility MCP yet — follow the setup steps linked from its listing page rather than a guessed package name.
Qqq AI Visibility MCP
{
"mcpServers": {
"qqq-ai-visibility-mcp": {
"command": "npx",
"args": [
"-y",
"qqq-ai-visibility-mcp"
]
}
}
}
Frequently asked questions
AI Visibility MCP is categorized under Marketing and uses an install path we have not confirmed yet. Qqq AI Visibility MCP belongs to Marketing and uses a remote HTTP/SSE transport. Pick AI Visibility MCP for marketing work and Qqq AI Visibility MCP 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. AI Visibility MCP has no confirmed install command yet — follow its own setup instructions.
AI Visibility MCP is bring-your-own-key: usage is billed by the API provider you supply a key for. Auth: api key required. Qqq AI Visibility MCP is listed as free. Auth: no auth required. 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 krissanders-ai-visibility-mcp and qqq-ai-visibility-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, AI Visibility MCP has a quality signal of 44/100 (Fair) with 5 views, 0 installs and 1 GitHub stars. Qqq AI Visibility MCP has 76/100 (Great) with 1 views, 0 installs and 0 GitHub stars.