Deploying Local Model Context Protocol (MCP) Servers for Site Architecture Audits
A practical engineering guide to creating FastMCP servers in Python that expose Google Search Console, Screaming Frog crawls, and server logs directly to Claude Code.
The Journal of Machine Learning, GEO & Next-Gen Search Retrieval
Generative Engine & Answer Engine Optimization
Crawl Budget, JavaScript SEO, Performance & Architecture
Machine Learning, Data Science & AI Systems
Topical Authority, Entity Graphs & Information Retrieval
Empirical Case Studies & Cohort Audits (Lily Ray Style)
Real-Time Google Systems Monitoring
Keynote & Presentation Slide Teardowns
Applied SEO for Commercial Architectures
Authority Building, UX & Conversion Signals
All sections are physical static URLs rendered at the edge for instant crawlability.
Machine Learning, Data Science & AI Systems
Data science pipelines, Python automation, BigQuery statistical audits, Claude Code agents, and Model Context Protocol (MCP) servers for SEO.
A practical engineering guide to creating FastMCP servers in Python that expose Google Search Console, Screaming Frog crawls, and server logs directly to Claude Code.