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Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.
About
Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.
Remote endpoints: streamable-http: https://mcp.goaimoat.com/mcp
Security Report
This MCP server implements AI visibility auditing with reasonable architecture, but contains several security concerns that warrant attention. The server makes unauthenticated API calls to external LLM services (ChatGPT, Perplexity, Grok, DeepSeek, Gemini, Claude) and stores API credentials in plaintext in a home directory credentials file. Additionally, the subprocess usage for calling external Monid CLI tools lacks proper input sanitization, and the quota tracking system is vulnerable to tampering via direct file manipulation. While permissions align with the tool's purpose, the credential handling and subprocess patterns present real security risks. 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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