Ai Furniture Hub MCP Server

MCP server for AI agents: 18 tools, 355+ curated products, 31 categories, 90+ brands. mm-precision furniture search, photo-to-dimension measurement

Remote serverstreamable-http

What is the Ai Furniture Hub MCP server?

MCP server for AI agents: 18 tools, 355+ curated products, 31 categories, 90+ brands. mm-precision furniture search, photo-to-dimension measurement, carry-in path checker, demand analysis, curated sets, replacement finder with fit_score &. The ai furniture hub mcp server wraps that behind the Model Context Protocol, so an assistant can use it rather than through you.

What it actually does

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.

  • 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

Adding it to your client

Being a remote server, there is no local install. You register the endpoint with your client, authorise it once, and the tools appear.

Configuration

You will need one environment variable: RAKUTEN_APP_ID. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

When to reach for it

This sits in the file and storage access group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. It is maintained by one8943; worth a glance at recent repository activity before you build anything load-bearing on it.

We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.

Caveats

  • Your data travels to the provider's service, so the usual questions apply about what you send and what they retain.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the ai furniture hub mcp server does with a few real requests.

How to install the Ai Furniture Hub MCP server

{
  "mcpServers": {
    "furniture-hub": {
      "url": "https://ai-furniture-hub.onrender.com/mcp"
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

VariableDescriptionRequired
RAKUTEN_APP_IDConfiguration value read at startup.Optional

Frequently asked questions

It connects Ai Furniture Hub to MCP-compatible AI assistants such as Claude and Cursor. Instead of copying data back and forth by hand, the assistant works with Ai Furniture Hub directly.