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GEO Visibility Audit MCP MCP Server
by 付必鹏
Moderate5.2LocalNew
Audit pasted HTML for AI-search readiness, schema gaps, and GEO fixes.
About
GEO Visibility Audit MCP helps marketers, SEO freelancers, founders, and content teams audit pasted page HTML for AI-search readiness. It checks entity clarity, answer-readiness, question-style headings, schema gaps, comparison coverage, third-party trust signals, buyer prompt ideas, and prioritized GEO fixes. It is built for teams seeing stable SEO rankings but unclear AI Overview, ChatGPT, Perplexity, Gemini, or Claude visibility. This is a transparent readiness audit, not a live AI ranking tracker and not a guarantee of citations, rankings, traffic, or revenue.
Security Report
5.2
Moderate5.2Moderate RiskThis is a well-structured marketing audit MCP server with no authentication requirements, which is appropriate for its stateless analysis purpose. The code performs HTML parsing and audit logic without external API calls, network exfiltration, or dangerous patterns. Minor code quality observations (broad exception handling, lack of input size validation) are present but do not create security vulnerabilities. Permissions align with the server's purpose of local HTML analysis. Supply chain analysis found 3 known vulnerabilities in dependencies (0 critical, 3 high severity). Package verification found 1 issue.
5 files analyzed · 8 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
Add this to your MCP configuration file:
{
"mcpServers": {
"geo-visibility-audit-mcp": {
"args": [
"-y",
"geo-visibility-audit-mcp"
],
"command": "npx"
}
}
}Getting Started
Once installed, try these example prompts and explore these capabilities:
- 1Audit this landing page for AI-search visibility. Return entity clarity, answer readiness, schema gaps, buyer prompts, third-party trust gaps, and prioritized fixes.
- 2Tool: audit_geo_html: Audit pasted HTML for GEO and AI-search readiness.
- 3Tool: summarize_geo_audits: Summarize multiple GEO audit outputs into average score, weak pages, top issues, recommended prompts, and next focus.
Documentation
View on GitHubFrom the project's GitHub README.
GEO Visibility Audit MCP
Audit pasted HTML for GEO, AI-search visibility, entity clarity, answer readiness, schema gaps, prompt coverage, and third-party trust signals.
This server is useful for marketers, SEO freelancers, SaaS founders, and content teams preparing pages for ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, and other AI-assisted discovery flows.
It is built for teams seeing the new SEO pattern: rankings may still look healthy, but AI Overviews, answer engines, and zero-click search make visibility harder to explain. The server returns practical page-level fixes instead of a black-box score.
Tools
audit_geo_html: audit one pasted HTML page.summarize_geo_audits: summarize multiple GEO audit results.
Run From GitHub
npx -y github:xiaopeng215-sys/geo-visibility-audit-mcp
Local Install
git clone https://github.com/xiaopeng215-sys/geo-visibility-audit-mcp.git
cd geo-visibility-audit-mcp
npm install
Run
npm start
Example Tool Input
{
"html": "<html><head><title>Acme CRM for Agencies</title></head><body><h1>Acme CRM</h1><p>Acme CRM is a CRM for small agencies...</p></body></html>",
"url": "https://example.com/",
"brandName": "Acme CRM",
"category": "CRM for small agencies",
"competitors": ["HubSpot", "Pipedrive"],
"buyerPrompts": ["best CRM for small marketing agencies"],
"targetAudience": "small marketing agencies"
}
Output
The audit returns:
- AI citation readiness score
- entity clarity findings
- answer-readiness gaps
- schema recommendations
- FAQ and comparison coverage gaps
- third-party trust surface gaps
- buyer prompt ideas
- prioritized fix list
- accuracy caveats
Hosted Batch Version
For URL fetching, batch audits, and marketplace billing, use the hosted Apify Actor:
https://apify.com/jumpy_invoice/geo-visibility-audit-intelligence
n8n Workflows
This repo also includes ready-to-import n8n workflows:
workflows/weekly-geo-visibility-audit.n8n.jsonworkflows/support-triage-weekly-review.n8n.json
Use the GEO workflow to run weekly GEO readiness audits through the hosted Apify Actor and prepare a compact fix report for Slack, email, Notion, Airtable, Google Sheets, or a client update.
Use the support triage workflow to analyze support tickets through the hosted Support Triage Intelligence Actor and prepare a human review queue with urgent escalations, reply drafts, FAQ candidates, and next actions.
Accuracy Notes
- This is a deterministic readiness audit, not a live AI ranking tracker.
- Do not claim guaranteed rankings, citations, traffic, or revenue.
- AI answer inclusion varies by prompt, model, time, location, and personalization.
- Treat Reddit, G2, YouTube, directories, reviews, and community mentions as trust surfaces, not spam targets.
License
MIT
Reviews
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