Fleet vs Workloadtruth

In-depth architectural comparison of the Fleet and Workloadtruth MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

F

Choose Fleet when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: Live fleet-wide GPU, VRAM, CPU, RAM, and disk status, SSH-based machine discovery and remote command execution, Capability and tag-based host filtering.

Explore Fleet Details

Choose Workloadtruth when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: Training, inference, and idle classification, Synthetic and NVIDIA NVML telemetry backends, MCP tools for classification, benchmarking, and log verification.

Feature & Specification Comparison

Specification	F Fleet Developer Tools	Workloadtruth Developer Tools
Summary	Every machine you have, for your coding agent: live GPU, VRAM, RAM and disk, and SSH.	Classifies GPU workloads as inference or training from telemetry alone via MCP tools.
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "fleet": {
      "command": "uvx",
      "args": [
        "agents-fleet"
      ]
    }
  }
}

{
  "mcpServers": {
    "workloadtruth": {
      "command": "npx",
      "args": [
        "-y",
        "workloadtruth-cli"
      ]
    }
  }
}

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