Predictive Maintenance MCP
UnclaimedMCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.
Set up this server
01 / Choose your client
02 / Before you connect
Authentication is not specified. Check the project instructions before connecting.
Project instructions03 / Add the configuration
claude mcp add --transport stdio 'predictive-maintenance-mcp' -- 'uvx' 'predictive-maintenance-mcp'04 / Check it in your client
Open your client’s MCP settings and confirm the server connects and lists its tools. A copied configuration does not confirm a working connection.
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FAQ
Questions about Predictive Maintenance MCP Server
- How do I connect Predictive Maintenance MCP Server to Claude?
- Run `claude mcp add predictive-maintenance-mcp -- uvx predictive-maintenance-mcp` in Claude Code, or add the same command and arguments under mcpServers in Cursor's mcp.json or Claude Desktop's claude_desktop_config.json, then restart the client. The blocks above are ready to paste.
- Is Predictive Maintenance MCP Server free?
- MCPVault has not verified a licence for this server. Check the upstream terms and pricing before use; connected APIs may require a paid account.
- What can Predictive Maintenance MCP Server do?
- MCPVault has not yet recorded the tool list for Predictive Maintenance MCP Server; it is captured when the server passes a live MCP handshake. The description above is what the project publishes.