What is the key difference between Seo MCP and AI Visibility?

Seo MCP belongs to the Marketing category with local stdio execution, while AI Visibility belongs to the Marketing category with local stdio execution.

How do I install Seo MCP or AI Visibility in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Seo MCP and AI Visibility free or paid?

Seo MCP operates under a Free / Open Source model (No auth required). AI Visibility operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Seo MCP lists 6 tools with 2 views and 0 GitHub stars. AI Visibility lists 6 tools with 1 views and 10 GitHub stars.

Can I use both Seo MCP and AI Visibility together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Seo MCP vs AI Visibility

In-depth architectural comparison of the Seo MCP and AI Visibility 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

Seo MCP

Marketing · Local stdio

Quality: 55/100 (Good) | Auth: No auth required

AI Visibility

Marketing · Local stdio

Quality: 51/100 (Good) | Auth: No auth required

Verdict Summary: Choose Seo MCP if you need specialized Marketing tools running via a local process. Choose AI Visibility 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 Seo MCP 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).
You have access to required keys: MCP_API_KEY, PORT, APP_API_BASE_URL, APP_PUBLIC_BASE_URL, MCP_INTERNAL_TOKEN.
Primary tools included: run_audit_anonymous, run_audit, get_audit.

Explore Seo MCP Details

Choose AI Visibility 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: check_brand_visibility, check_single_query, get_visibility_score.

Explore AI Visibility Details

Feature & Specification Comparison

Specification	Seo MCP Marketing	AI Visibility sharozdawa Marketing
Summary	Six tools for SEO and AI-readability audits. 91 checks, 11 score modules.	Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts.
Category & Scope	Marketing	Marketing

Tools & Capabilities Breakdown

Seo MCP Tools (6)

run_audit_anonymous

Run a one-shot SEO + AI-readability audit on any public URL. Returns scores across 11 modules and ~90 checks, plus actionable findings with rule docs. Limited to 1 audit per IP per 24 hours — for higher volume, get an API key at https://app.metricspot.com/settings/api-keys and use `run_audit`. Synchronous: blocks until the audit completes. Does NOT include Core Web Vitals (use `run_audit` for full PSI scoring). No auth required.

run_audit

Queue a full SEO + AI-readability audit (includes Core Web Vitals from Google PSI and organic traffic if Google is linked). Returns the audit envelope immediately with `status: queued` and an `audit_id`. Poll `get_audit` with the returned `audit_id` until `status` becomes `complete` (typical 10-30s). Counts against the user's plan allowance. Requires an API key as a Bearer token. Quota and per-domain cooldowns mirror the dashboard.

get_audit

Fetch a previously-run audit by id. Returns module scores (0-100), total score, all findings with severity, recommendation text, and links to the HTML report. Use this to poll a queued `run_audit` until `status: complete`. Requires an API key.

list_audits

List the user's audits (most recent first, deduplicated by URL). Returns `audit_id`, `url`, `status`, `total_score`, `created_at`. Default limit 24, max 100. Use the returned `audit_id` with `get_audit` for full findings. Requires an API key.

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).

Seo MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "seo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@metricspot/mcp-server"
      ],
      "env": {
        "MCP_API_KEY": "YOUR_MCP_API_KEY_HERE",
        "PORT": "YOUR_PORT_HERE",
        "APP_API_BASE_URL": "YOUR_APP_API_BASE_URL_HERE",
        "APP_PUBLIC_BASE_URL": "YOUR_APP_PUBLIC_BASE_URL_HERE",
        "MCP_INTERNAL_TOKEN": "YOUR_MCP_INTERNAL_TOKEN_HERE"
      }
    }
  }
}

AI Visibility Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "sharozdawa-ai-visibility": {
      "command": "npx",
      "args": [
        "-y",
        "ai-visibility-mcp"
      ]
    }
  }
}

Frequently Asked Questions

Seo MCP is categorized under Marketing and uses a local stdio subprocess. In contrast, AI Visibility belongs to Marketing using local stdio subprocess. Select Seo MCP when you need capabilities focused on marketing and AI Visibility when you require tools for marketing.

More alternatives to Seo MCP More alternatives to AI Visibility Marketing category hub