pucilpet/crawlgraph-mcp

What it does

CrawlGraph MCP is a Model Context Protocol server that leverages the Common Crawl webgraph (4.4B edges, 120M domains) to provide advanced backlink intelligence and competitor analysis. It enables users to discover which domains link to competitors, identify content gaps, and find high-quality outreach targets for link-building campaigns.

How to set up

As an MCP server, installation involves configuring it within your MCP-compatible AI platform (Claude, ChatGPT, or others). Add the server endpoint to your MCP configuration, authenticate with CrawlGraph API credentials, and the tools will become available through your AI interface. Detailed setup instructions are available on the GitHub repository.

Key features

• Backlink lookup tools to identify domains linking to target websites
• Competitor gap analysis to find unlinked brand mentions and linking opportunities
• Outreach targets finder that discovers domains linking to multiple competitors
• Access to 4.4 billion edges across 120 million domains from Common Crawl
• Real-time webgraph data for current competitive intelligence