Built for furniture and home product search with millimeter-level precision across 355+ curated items from 90+ brands. Exposes 15 tools including exact-fit spatial search, product coordination, discontinued item replacement with dimension scoring, and live Rakuten/Amazon searches. The standout is diagnose_ai_visibility, which audits any website for llms.txt, robots.txt, structured data, and OGP tags, returning a 0-100 AI discoverability score. Includes curated sets from influencers and room presets, related item chains for accessories and consumables, and rectangle packing for floor plan layouts. Reach for this when you need structured product recommendations with precise dimensional constraints or want to audit e-commerce sites for AI agent readiness. Hosted remotely or run via npx.
claude mcp add --transport http one8943-ai-furniture-hub https://ai-furniture-hub.onrender.com/mcp