In-depth architectural comparison of the MCP Seo Audit and Maxaeo AI Visibility MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
MCP Seo Audit
Marketing · Local stdio
Quality: 51/100 (Good) | Auth: No auth required
Maxaeo AI Visibility MCP
Marketing · Local stdio
Quality: 63/100 (Good) | Auth: No auth required
Verdict Summary: Choose MCP Seo Audit if you need specialized Marketing tools running via a local process. Choose Maxaeo AI Visibility MCP if your workspace requires Marketing integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose MCP Seo Audit when:
You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: Health score (0–100) and letter grade with 78+ checks in 8 categories, GEO sub-score measuring AI search visibility, Robots.txt and sitemap.xml syntax and content validation.
Technical SEO audit powered by the detail.web engine. auditsite(url) returns a 0-100 health score, issues across 8 categories, and a GEO (Generative Engine Optimization) sub-score for visibility in AI search (ChatGPT, Perplexity, Google AI Overviews). Plus validators for robots.txt, sitemap.xml, JSON-LD, and meta tags. Install: pipx install atomno-mcp-seo-audit.
Local-first AI visibility, GEO/AEO, and llms.txt audit MCP server for Claude, Codex, Cursor, and other agents. Checks AI crawler access, robots, sitemap, canonical, metadata, noindex, and JSON-LD; returns local-only and technical foundation scores, top issues, and action plans. Install: npx -y maxaeo-ai-visibility-mcp.
Tools & Capabilities Breakdown
MCP Seo Audit Tools (6)
Health score (0–100) and letter grade with 78+ checks in 8 categories
GEO sub-score measuring AI search visibility
Robots.txt and sitemap.xml syntax and content validation
JSON-LD and meta tag builders with required field checks
Audit difference reports to compare site health over time (PRO)
Supports free tier with core checks and PRO tier with deep crawl and advanced diagnostics
Maxaeo AI Visibility MCP Tools (3)
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
MCP Seo Audit is categorized under Marketing and uses a local stdio subprocess. In contrast, Maxaeo AI Visibility MCP belongs to Marketing using local stdio subprocess. Select MCP Seo Audit when you need capabilities focused on marketing and Maxaeo AI Visibility MCP when you require tools for marketing.