Server data from the Official MCP Registry
Product idea scoring, niche validation framework and seasonal timing for cross-border sellers
About
Product idea scoring, niche validation framework and seasonal timing for cross-border sellers
Remote endpoints: streamable-http: https://selection.mcp.goaimoat.com/mcp
Security Report
This MCP server performs AI visibility audits by querying multiple LLM APIs and scanning websites. While the core purpose is legitimate, there are significant security concerns: credentials are loaded from a user-controlled secrets file without validation, subprocess calls to the `monid` CLI pass unsanitized user input, network requests include no timeout protections in several code paths, and error messages may leak sensitive information. Additionally, the server lacks proper input validation on URLs and brand names passed to external APIs. These issues create moderate risk for credential exfiltration, command injection, and data leakage. Supply chain analysis found 5 known vulnerabilities in dependencies (1 critical, 3 high severity).
4 files analyzed · 16 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
GoAI Moat — AI Visibility MCP (thin relay)
Multi-model AI visibility audit for any website or brand — ChatGPT (consumer app), Perplexity, and Grok, plus GEO/SEO health and a 0–100 score with benchmark percentile.
Thin relay by design: this MCP holds no API keys, no billing logic, and makes no direct upstream calls. It forwards your request (with your api_key / license_key / email) to the GoAI Moat server, which holds all credentials and enforces access and quota. The MCP is only the request-initiating interface.
Tools
audit_ai_visibility(url, api_key=..., license_key=..., email=...)— full audit: multi-model AI mentions + GEO/SEO health + 0–100 score + benchmark percentile + prioritized issues.check_ai_mentions(brand, api_key=..., email=...)— quick check: what ChatGPT / Perplexity / Grok say about a brand.check_license(license_key, email=...)— activate a license and receive your api_key.
Pricing
- Free: 3 audits per email.
- Subscription:
$98/month. Activate viacheck_license.
Run locally (stdio)
pip install -r requirements.txt
python server.py
No credentials are needed here — authentication, quota, and the actual audit all live on the GoAI Moat server. The server returns a clear error if your api_key/license/email is missing or exhausted.
Hosted endpoint
https://ai-visibility.mcp.goaimoat.com/mcp
License
MIT
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