Geo Analyzer

Geo Analyzer is a now-deprecated open-source Model Context Protocol (MCP) server that analyzes web page and content text for AI search visibility factors, including claim density, semantic extractability, readability, and citability. It uses the Claude Sonnet 4.5 model locally to evaluate how likely a piece of content is to be cited by AI systems such as ChatGPT, Claude, Perplexity, and Google AI Overviews. Designed for SEOs, website owners, and developers focused on optimizing for AI-driven search, it provides detailed scoring and actionable recommendations on content structure.