AI Furniture & Home Product Hub - MCP Server
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






