What is the key difference between Crawlgraph MCP and SEOPro AI?

Crawlgraph MCP belongs to the Marketing category with local stdio execution, while SEOPro AI belongs to the Marketing category with cloud HTTP/SSE execution.

How do I install Crawlgraph MCP or SEOPro AI 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 Crawlgraph MCP and SEOPro AI free or paid?

Crawlgraph MCP operates under a Freemium model (API Key required). SEOPro AI operates under a Paid Service model (OAuth 2.0).

Which MCP server has more tools and community activity?

Crawlgraph MCP lists 4 tools with 3 views and 5 GitHub stars. SEOPro AI lists 6 tools with 4 views and 0 GitHub stars.

Can I use both Crawlgraph MCP and SEOPro AI 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

Crawlgraph MCP vs SEOPro AI

In-depth architectural comparison of the Crawlgraph MCP and SEOPro AI 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

Crawlgraph MCP

Marketing · Local stdio

Quality: 60/100 (Good) | Auth: API Key required

SEOPro AI

Marketing · Remote HTTP/SSE

Quality: 40/100 (Fair) | Auth: OAuth 2.0

Verdict Summary: Choose Crawlgraph MCP if you need specialized Marketing tools running via a local process. Choose SEOPro AI if your workspace requires Marketing integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Crawlgraph MCP when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Freemium).
You have access to required keys: CRAWLGRAPH_API_KEY.
Primary tools included: backlinks, gap_analysis, gap_outreach_targets.

Explore Crawlgraph MCP Details

Choose SEOPro AI when:

You need dedicated capabilities in the Marketing domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: OAuth 2.0 (Paid Service).
Primary tools included: Search Console performance analysis, Keyword and content planning, Asynchronous article generation.

Explore SEOPro AI Details

Feature & Specification Comparison

Specification	Crawlgraph MCP pucilpet Marketing	SEOPro AI Marketing
Summary	Backlink intelligence and competitor gap analysis on the public Common Crawl webgraph (4.4B edges, 120M domains) via CrawlGraph. 4 tools: backlink lookups, gap analysis, and a composite outreach-targets finder (domains linking to all your competitors but not you, de-noised and ranked by authority). Install: npx -y crawlgraph-mcp.	Turn Search Console data into SEO actions, content, publishing, indexing, and AI insights.
Category & Scope	Marketing

Tools & Capabilities Breakdown

Crawlgraph MCP Tools (4)

backlinks

Look up referring domains (backlinks) for a single target domain from the Common Crawl webgraph. Returns each linking domain with host count and CrawlGraph authority score, plus the target's own authority/rank. Costs one backlinks call against the monthly quota (1,000/mo on lifetime).

gap_analysis

Run a competitor backlink gap analysis: find domains that link to one or more of your competitors but NOT to you. Submits an async job and polls until done (usually 5-30s). Returns every gap with `found_on` listing which competitors each domain links to. Costs one gap job against the monthly quota (50/mo on lifetime).

gap_outreach_targets

The warm-outreach play. Runs a gap analysis, then ranks results: PRIORITY = domains linking to ALL your competitors but not you (publishers who cover your whole space and have never heard of you), SECONDARY = domains linking to 2+ competitors. Platform/CDN noise is filtered, top N priority targets are scored by authority. Use 2-3 competitors. Costs one gap job + one backlinks call per enriched target.

releases

List the Common Crawl releases the API can query. Does not count against any quota. Use a release `id` with the backlinks tool to query a specific snapshot.

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).

Crawlgraph MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "pucilpet-crawlgraph-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "crawlgraph-mcp"
      ],
      "env": {
        "CRAWLGRAPH_API_KEY": "YOUR_CRAWLGRAPH_API_KEY_HERE"
      }
    }
  }
}

SEOPro AI Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "seopro-ai": {
      "url": "https://api.seoproai.co/api/mcp"
    }
  }
}

Frequently Asked Questions

Crawlgraph MCP is categorized under Marketing and uses a local stdio subprocess. In contrast, SEOPro AI belongs to Marketing using remote streaming HTTP/SSE transport. Select Crawlgraph MCP when you need capabilities focused on marketing and SEOPro AI when you require tools for marketing.

More alternatives to Crawlgraph MCP More alternatives to SEOPro AI Marketing category hub