SpareHive GPU Advisor

MCP server · hosted · v0.1.0 · io.github.richardxu001/sparehive-advisor

Online · tested 2h agoNEW · 3h agoSeen in the registry 2h ago

Read-only GPU advisor: model VRAM needs, fit checks and rental prices, with evidence grades.

What it does

SpareHive GPU Advisor is an MCP server, a connector that lets an AI assistant use it as a tool. It is hosted: an assistant connects to it over the internet, nothing to install.

No capability identified yet from its description.

Facts come from the Official MCP Registry, as declared by the publisher. Capabilities are matched automatically (low confidence) and are not a test of the tool.

At a glance

Hosted (remote)YES

Local installNO

Live checkOnline · 5 tools

Version0.1.0

PriceNot in the registry

First seen21 Oct 2026

Last checked2h ago

How to connect

As declared in the Official MCP Registry · hosted endpoint tested by Electra Index 2h ago (live check)

Hosted endpoint

https://sparehive.com/mcp streamable-http

In Claude Code: claude mcp add --transport http sparehive-gpu-advisor https://sparehive.com/mcp

MCP settings (Claude Desktop, Cursor and other MCP clients)

{
  "mcpServers": {
    "sparehive-gpu-advisor": {
      "url": "https://sparehive.com/mcp"
    }
  }
}

Live check

Electra Index connected to the hosted endpoint 2h ago

ONLINE SpareHive GPU Advisor answered an MCP connection on 21 Oct 2026 and introduced itself as sparehive-advisor 0.1.0 (MCP protocol 2025-06-18).

5 tools offered to AI assistants

search_models · 按名字或类型查找模型 ID。查询模型显存需求前先用它确认 ID；模型名有别名（Qwen3.8 27B / qwen3.8-27b）。返回 id、类型、最小显存、参数规模。
model_requirements · 查询部署某个模型需要的硬件配置：指定量化下的权重大小、最小/推荐显存、证据等级与出处，以及各张显卡的 fits/tight/no 判定与租价。数据可能过期，响应里会给出 data_updated 与 stale。
fit_check · 判断某模型（指定量化、指定上下文）能否跑在某张显卡上。返回 fits/tight/no/unknown、剩余显存、内存拆解、以及跑不动时的替代方案（降量化/减上下文/换更大卡），并附带该卡的租金。
gpu_prices · 查询租用不同类型 GPU 的价格：我们的即时档/排队档报价、host 实得、电费成本、竞品中位价与国内零售价。只有 RTX 4090 有报价，其余显示为未定。
data_status · 报告数据的新鲜度：每个数据文件的更新时间、距今天数、是否超过 60 天阈值。当用户质疑数据是否过时时调用。

What "online" means: the server answered an MCP connection at the time of the check. It is not a guarantee of security, quality or continuous uptime. How we test: we open an MCP session and ask for the tool list, as an AI assistant would. We never run a tool and never send a key. Checked every few days. Method

Facts & evidence

Each fact shows where it was seen and when.

Fact	Value	Evidence	Source	Last confirmed
Hosted endpoint	https://sparehive.com/mcp	DECLARED	SRC-001 Official MCP Registry	2h ago
Local install (package)	no	DECLARED	SRC-001 Official MCP Registry	2h ago
Remote access (hosted)	yes	DECLARED	SRC-001 Official MCP Registry	2h ago
Website	https://sparehive.com/mcp	DECLARED	SRC-001 Official MCP Registry	2h ago
Repository	https://github.com/RichardXu001/sparehive	DECLARED	SRC-001 Official MCP Registry	2h ago
Registry status	active	DECLARED	SRC-001 Official MCP Registry	2h ago
Version	0.1.0	DECLARED	SRC-001 Official MCP Registry	2h ago
MCP server	yes	DECLARED	SRC-001 Official MCP Registry	2h ago

Change history

NEW21 Oct 2026
first seen in the index

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Questions about SpareHive GPU Advisor

How do I connect SpareHive GPU Advisor?

Use the hosted endpoint https://sparehive.com/mcp in your assistant's MCP settings. The exact settings are in "How to connect" above, as declared in the Official MCP Registry.

What tools does SpareHive GPU Advisor offer?

When Electra Index connected on 21 Oct 2026, it listed 5 tools: search_models, model_requirements, fit_check, gpu_prices, data_status. The full list is in "Live check" above.

Is SpareHive GPU Advisor online?

Yes. Its hosted endpoint answered an MCP connection from Electra Index 2h ago.