Colter

This connects Claude to Colter's AI agent readiness platform for e-commerce stores. It exposes operations for scanning store URLs to check protocol signals and structured data, running fixes for cart and checkout accessibility issues, testing live agent purchase journeys across different LLM personas, and querying Lens monitoring data to see which AI agents are visiting and where they drop off. You'd reach for this when auditing Shopify or WooCommerce stores for agent compatibility, debugging why AI shopping agents fail at checkout, or tracking agent-attributed revenue in production. Built for the emerging wave of autonomous commerce where ChatGPT and Perplexity complete purchases directly on merchant sites.