AI Furniture & Home Product Hub is answering right now. Last checked 12 min ago. It exposes 18 tools. Last commit 16 Apr 2026.
MCP server for mm-precision furniture search, fit checks, curated sets, and AIO audits.
We read the source, 2 d ago · tools taken from the live server · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
/(?:有効|収納部|引き出し|引出し|棚板|棚|ケース|1マス)?内寸[::\s()]*?(?:約\s*)?(?:幅\s*)?(\d+(?:\.\d+)?)\s*[×xX*//]\s*(?:奥行[きケ]?\s*)?(\d+(?:\.\d+)?)\s*[×xX*//]\s*(?:高さ?\s*)?(\d+(?:\.\d+)?)\s*(cm|mm)/i,
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 12 min ago.
claude mcp add ai-furniture-hub --transport http https://ai-furniture-hub.onrender.com/mcp
https://ai-furniture-hub.onrender.com/mcp
[mcp_servers.ai-furniture-hub]
url = "https://ai-furniture-hub.onrender.com/mcp"
{
"mcpServers": {
"ai-furniture-hub": {
"url": "https://ai-furniture-hub.onrender.com/mcp"
}
}
}
{
"servers": {
"ai-furniture-hub": {
"type": "http",
"url": "https://ai-furniture-hub.onrender.com/mcp"
}
}
}
This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
find_product_gaps
get_product_detail
search_amazon_products
calc_room_layout
list_categories
compare_products
coordinate_storage
get_curated_sets
diagnose_ai_visibility
identify_product
measure_from_photo
get_popular_products
search_products
search_rakuten_products
get_related_items
find_replacement
suggest_by_space
summarize_demand_signals
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://ai-furniture-hub.onrender.com/mcp | streamable-http | answering | 359 ms | 12 min ago |
| https://ai-furniture-hub.onrender.com/sse | sse | answering | 228 ms | 14 min ago |
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Answers built from our own checks of this server.