ONE8943/ai-furniture-hub

> **15 tools** | **355+ curated products** | **31 categories** | **90+ brands**
> Millimeter-precision search, curated sets, AI visibility diagnosis, OpenAPI 3.1 schema.
> Built for ChatGPT, Claude, Gemini, Cursor, Perplexity, and any MCP-compatible AI agent.
Discovery & Install
- **MCP Registry name**: io.github.ONE8943/ai-furniture-hub
- **Remote MCP endpoint**: https://ai-furniture-hub.onrender.com/mcp
- **Well-known discovery**: https://ai-furniture-hub.onrender.com/.well-known/mcp.json
- **npm package**: ai-furniture-hub
If your MCP client supports registry search, search for io.github.ONE8943/ai-furniture-hub or AI Furniture & Home Product Hub.
If your client supports direct remote MCP, connect it to https://ai-furniture-hub.onrender.com/mcp.
Why This Exists
AI agents need structured, machine-optimized product data to make useful recommendations. This MCP server provides:
- **Exact-fit search**: "Find a shelf that fits a 425mm gap" returns products with 1mm accuracy
- **Complete solutions**: One search returns the shelf + matching storage boxes + floor protection + cable organizers
- **Curated by experts**: Influencer picks, room presets, bundle deals, and budget hack alternatives
- **Replacement intelligence**: Discontinued product? Get successors ranked by dimension compatibility (fit_score 0-100)
- **AI visibility consulting**: Diagnose any website's AI discoverability with a single tool call
Quick Start
Option 1: Remote (Cursor / Claude / VS Code / ChatGPT)
Connect directly to the hosted server:
Works in any MCP client that accepts a remote Streamable HTTP URL.
Option 2: npx (local)
Option 3: Clone & Run
Tools (15)
Search & Discovery
| Tool | What It Does |
|------|-------------|
| search_products | Search 300+ products by keyword, dimensions (mm), price, color, category, brand |
| get_product_detail | Full specs: inner dimensions, consumables, compatible storage, curations |
| search_rakuten_products | Real-time Rakuten Ichiba search (200K+ listings with prices & reviews) |
| search_amazon_products | Amazon affiliate search URL generation with auto SearchIndex |
| suggest_by_space | "I have a 600x400mm space" -> everything that fits, rotation-aware |
| identify_product | Visual description -> product candidates with model numbers |
Coordination & Comparison
| Tool | What It Does |
|------|-------------|
| coordinate_storage | Shelf + storage box set proposals: quantity per tier, total cost |
| compare_products | Side-by-side comparison (2-5 products) on price, size, load, reviews |
| find_replacement | Discontinued model -> successors + dimension-compatible alternatives with fit_score |
| calc_room_layout | Floor-plan rectangle packing with placement coordinates |
| get_related_items | Accessory chains: required items, protection, consumables, hack substitutes (depth 1-2) |
Curation & Intelligence
| Tool | What It Does |
|------|-------------|
| get_curated_sets | Bundles, room presets, influencer picks, hack sets. Filter by type/scene/budget |
| get_popular_products | Trending products by category with Rakuten data |
| list_categories | Browse 31 categories with counts, brands, samples |
| diagnose_ai_visibility | AI visibility audit: llms.txt, robots.txt, JSON-LD, OGP, score 0-100 |
Prompt Workflows (3)
| Prompt | Flow |
|--------|------|
| room_coordinator | Space dimensions -> shelf + boxes + protection with quantities & cost |
| moving_checklist | Floor plan type -> room-by-room purchasing checklist with budget |
| product_showdown | Two products -> full comparison including accessories & running costs |