SpareHive GPU Advisor
Read-only GPU advisor: model VRAM needs, fit checks and rental prices, with evidence grades.
Should I use this
Quality & Safety
Findings (4)
- LOWTool 'search_models' description lacks action verbin search_models
- LOWTool 'fit_check' description lacks action verbin fit_check
- LOWTool 'gpu_prices' description lacks action verbin gpu_prices
- LOWTool 'data_status' description lacks action verbin data_status
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"sparehive-advisor": {
"url": "https://sparehive.com/mcp"
}
}
}Remote endpoints
https://sparehive.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (5)
🟢search_models(query, type, limit)
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。
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "模型名或别名；省略则列出全部"
},
"type": {
"type": "string",
"enum": [
"text",
"image",
"video"
]
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50,
"description": "默认 10"
}
},
"additionalProperties": false
}⚪model_requirements(model, quant, context_tokens)
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。
Input Schema
{
"type": "object",
"properties": {
"model": {
"type": "string",
"description": "模型 id 或别名"
},
"quant": {
"type": "string",
"description": "量化档，如 Q4_K_M；省略则用推荐档"
},
"context_tokens": {
"type": "integer",
"minimum": 1,
"description": "默认 4096"
}
},
"required": [
"model"
],
"additionalProperties": false
}🟢fit_check(model, gpu, quant, context_tokens)
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。
Input Schema
{
"type": "object",
"properties": {
"model": {
"type": "string"
},
"gpu": {
"type": "string",
"description": "显卡 id 或别名，如 rtx4090"
},
"quant": {
"type": "string"
},
"context_tokens": {
"type": "integer",
"minimum": 1,
"description": "默认 4096"
}
},
"required": [
"model",
"gpu"
],
"additionalProperties": false
}⚪gpu_prices(gpu, include_competitors)
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。
Input Schema
{
"type": "object",
"properties": {
"gpu": {
"type": "string"
},
"include_competitors": {
"type": "boolean",
"description": "默认 true"
}
},
"additionalProperties": false
}⚪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。
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}Community
Evidence