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MuseTitle100/100
List GPU families
The title clearly communicates the tool’s action and subject. Keep it concise.
Description88/100
List every GPU family tracked on cheap-gpus.com, with VRAM, live cheapest on-demand price (USD per GPU-hour), and how many providers currently offer it.
The description explains the capability, when to use it, and what to expect.
Inputs100/100
This tool declares no inputs, so argument descriptions are not needed.
No input fields.
Annotations100/100
All four behavior hints are declared.
{
"title": "List GPU families",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}Output schema90/100
The output schema explains the structured result.
View output schema
{
"type": "object",
"$defs": {
"GpuFamily": {
"type": "object",
"title": "GpuFamily",
"required": [
"gpu_family",
"vram_gb",
"cheapest_usd_per_hour",
"provider_count",
"source_url"
],
"properties": {
"vram_gb": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"title": "Vram Gb",
"description": "Memory per GPU in GB."
},
"gpu_family": {
"type": "string",
"title": "Gpu Family",
"description": "Canonical GPU family name."
},
"source_url": {
"type": "string",
"title": "Source Url",
"description": "Matching cheap-gpus.com page for this result."
},
"provider_count": {
"type": "integer",
"title": "Provider Count",
"description": "Providers currently offering it on demand."
},
"cheapest_usd_per_hour": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"title": "Cheapest Usd Per Hour",
"description": "Cheapest current on-demand price, USD per GPU-hour; null if nobody lists it right now."
}
}
}
},
"title": "GpuFamilies",
"required": [
"families",
"last_synced",
"attribution"
],
"properties": {
"families": {
"type": "array",
"items": {
"$ref": "#/$defs/GpuFamily"
},
"title": "Families"
},
"attribution": {
"type": "string",
"title": "Attribution",
"description": "Data source credit."
},
"last_synced": {
"anyOf": [
{
"type": "string",
"format": "date-time"
},
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Last Synced",
"description": "When GPU prices were last refreshed."
}
}
}