predictive-maintenance-mcp
MCP 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.
面向预测性维护和机械故障诊断的 MCP 服务器。为 AI 助手提供基于证据的振动分析——FFT、包络、轴承故障检测、ISO 20816-3 严重度评级——并附有实测的盲测 CWRU 基准。本地优先：原始信号从不离开你的机器。包含 Claude Code 插件。
How to install
git clone https://github.com/LGDiMaggio/predictive-maintenance-mcp ~/.claude/skills/predictive-maintenance-mcp Recommendation signals
Meta
- License
- NOASSERTION
- Language
- Python
- GitHub stars
- 88
- mo. downloads
- –
- Last push
- 2026-09-17
- Created
- 2025-11-11
Links
Basic safety check
- Findings
- curated 收录但无 npm 包/安装命令
- Sources
- curated:punkpeye/awesome-mcp-servers
- Topics
- ai-agent, anomaly-detection, bearing-fault-diagnosis, claude-agents, claude-ai, condition-monitoring, envelope-analysis, fastmcp, fault-diagnosis, iiot, industrial-iot, industry-4-0, iso-20816, mcp, mcp-server, model-context-protocol, predictive-analytics, predictive-maintenance, signal-processing, vibration-analysis
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