WorkloadTruth MCP
Classifies GPU workloads as training, inference, or idle from telemetry alone via MCP tools. It reads GPU telemetry such as utilization, memory pattern, and power draw to answer whether a job is training or inference independently, helping catch cost-misallocated GPU jobs and unauthorized workload changes.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Catch cost-misallocated GPU jobs
- Detect unauthorized workload changes
- Classify GPU workload type from telemetry
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
workloadtruth-cli 0.1.4
{
"version": "0.1.4",
"transport": "stdio",
"identifier": "workloadtruth-cli",
"runtimeHint": "uvx",
"registryType": "pypi",
"packageArguments": [
{
"type": "positional",
"value": "workloadtruth",
"valueHint": "script_name"
},
{
"type": "positional",
"value": "mcp",
"valueHint": "subcommand"
}
],
"runtimeArguments": [
{
"name": "--from",
"type": "named",
"value": "workloadtruth-cli"
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"workloadtruth-mcp": {
"command": "uvx",
"args": [
"workloadtruth-cli==0.1.4",
"workloadtruth",
"mcp"
]
}
}
}Cline
{
"mcpServers": {
"workloadtruth-mcp": {
"command": "uvx",
"args": [
"workloadtruth-cli==0.1.4",
"workloadtruth",
"mcp"
]
}
}
}VS Code
{
"servers": {
"workloadtruth-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"workloadtruth-cli==0.1.4",
"workloadtruth",
"mcp"
]
}
}
}Claude Desktop
{
"mcpServers": {
"workloadtruth-mcp": {
"command": "uvx",
"args": [
"workloadtruth-cli==0.1.4",
"workloadtruth",
"mcp"
]
}
}
}Let your agent find its tools
Find servers like WorkloadTruth MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.