Glippy MCP Documentation

Everything you need to integrate GEO analysis into your AI workflow with Claude, Cursor, Windsurf, and other MCP-compatible assistants.

What is Glippy MCP Server?

Glippy MCP Server is a Model Context Protocol server that exposes GEO (Generative Engine Optimization) analysis capabilities to AI assistants. It enables AI models like Claude to analyze any website's readiness for AI crawlers, LLM-powered search, and agent interaction.

What is MCP?

Model Context Protocol (MCP) is an open standard that allows AI assistants to connect to external tools and data sources. Glippy uses MCP to give AI models direct access to website analysis capabilities.

Key Features

  • 9 powerful tools for single-domain, multi-domain, sitemap, and URL analysis
  • 10-category GEO scoring with weighted overall scores
  • AI crawler detection — check robots.txt for GPTBot, ClaudeBot, etc.
  • llms.txt discovery — detect the emerging LLM context standard
  • Report generation — export styled Markdown or HTML reports
  • Batch analysis — analyze up to 50,000 URLs from sitemaps
  • Rate limiting — configurable per-domain request throttling

Available Tools

Tool Description
analyze_domain Full 10-category GEO analysis of a domain
check_robots_txt Check AI crawler access rules in robots.txt
check_llms_txt Check for llms.txt file presence and contents
get_geo_summary Quick GEO overview with top strengths/issues
compare_domains Side-by-side comparison of multiple domains
analyze_sitemap Crawl sitemap and analyze all pages
analyze_urls Analyze a specific list of URLs
export_report Generate styled Markdown or HTML report
export_bulk_report Generate bulk comparison/sitemap reports

Supported Environments

Environment Support Config File
Claude Code (VS Code) Native MCP .mcp.json
Claude CLI Native MCP .mcp.json
Claude Desktop Native MCP claude_desktop_config.json
Cursor IDE Native MCP .cursor/mcp.json
Windsurf IDE Native MCP .windsurf/mcp.json
Continue.dev Native MCP ~/.continue/config.json
ChatGPT / OpenAI Via bridge Custom integration

Quick Example

Once configured, simply ask your AI assistant:

Analyze example.com for GEO readiness and show me the top issues to fix

The AI will use the Glippy MCP tools to fetch and analyze the website, returning a detailed report with actionable recommendations.

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