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MCP server: One MCP server.BrightdataRun by its publisher: served from their own domain, namespace checked by the registry.8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.External: Runs on its publisher’s own infrastructure; Odel lists it.Free to use.MCP server: One MCP server.SEO Monster4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.External: Runs on its publisher’s own infrastructure; Odel lists it.Free to use.MCP server: One MCP server.CrawlieRun by its publisher: served from their own domain, namespace checked by the registry.4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.External: Runs on its publisher’s own infrastructure; Odel lists it.Free to use.
MCP server: One MCP server.

GoAI Moat Market Intel Brief

@goaimoatRun by its publisher: served from their own domain, namespace checked by the registry.MCP server · External

Search a weekly verified cross-border and AI intelligence library.

AI search visibilityv1.0.0MITPython
Freeno charge per call
Sign in to install

One address for any MCP client. No sign-in needed on this server.

What it does

  1. Reads
  2. Writes
  3. High impact

At most: only reads or looks up information.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

Tools

None listed · checked 13 Oct 2026

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README1 min read

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 via check_license.

Run locally (stdio)

bash
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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