predictive-maintenance-mcp vs everything

Side-by-side comparison to help you pick between these two MCP servers.

	predictive-maintenance-mcp by LGDiMaggio	everything by modelcontextprotocol
Stars	★ 38	★ 85,748
30d uses	—	—
Score	46	77
Official	—	✓
Categories	AI / LLM ToolsDeveloper ToolsMonitoring	Developer ToolsAI / LLM ToolsOther
Language	Python	TypeScript
Last commit	this month	this month

predictive-maintenance-mcp · Summary

MCP server enabling AI assistants to analyze vibration data, detect machinery faults, and generate diagnostic reports.

everything · Summary

Official MCP test server exercising all protocol features for client builders.

predictive-maintenance-mcp · Use cases

Vibration signal analysis for machinery health monitoring
Bearing fault detection and severity assessment
Automated generation of diagnostic reports for maintenance teams

everything · Use cases

Testing MCP client implementations against all protocol features
Learning MCP protocol capabilities through a reference server
Validating client compatibility with different transport methods

predictive-maintenance-mcp · Install

pip install predictive-maintenance-mcp

For Claude Desktop, add to your configuration:

{
  "mcpServers": {
    "predictive-maintenance": {
      "command": "/full/path/to/uvx",
      "args": ["predictive-maintenance-mcp"],
      "env": { "UV_LINK_MODE": "copy" }
    }
  }
}

Windows users can run the setup script:

git clone https://github.com/LGDiMaggio/predictive-maintenance-mcp.git
cd predictive-maintenance-mcp
.\setup_claude.ps1

everything · Install

NPX (recommended)

{
  "mcpServers": {
    "everything": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

On Windows, use cmd /c:

{
  "mcpServers": {
    "everything": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

Docker

{
  "mcpServers": {
    "everything": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "mcp/everything"]
    }
  }
}

Global install

npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything

Comparison generated from public README + GitHub signals. Last updated automatically.