by LGDiMaggio · MCP Server · ★ 106
An open-source MCP server that turns LLMs into condition monitoring assistants for reliability engineers. It gives your AI assistant evidence-based vibration diagnostics: machine fault detection, severity assessment and diagnostic reports, for faster predictive maintenance decisions. Also available as a Claude Code plugin.
| Stars | 106 |
| Forks | 33 |
| Language | Python |
| Category | MCP Server |
| Quality Score | 37.05/100 |
| Open Issues | 13 |
| Last Updated | 2026-10-22 |
| Created | 2025-11-11 |
| Platforms | claude-code, mcp, python |
| Est. Tokens | ~5366k |
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predictive-maintenance-mcp is An open-source MCP server that turns LLMs into condition monitoring assistants for reliability engineers. It gives your AI assistant evidence-based vibration diagnostics: machine fault detection, seve. It is categorized as a MCP Server with 106 GitHub stars.
predictive-maintenance-mcp is primarily written in Python. It covers topics such as ai-agent, anomaly-detection, bearing-fault-diagnosis.
You can find installation instructions and usage details in the predictive-maintenance-mcp GitHub repository at github.com/LGDiMaggio/predictive-maintenance-mcp. The project has 106 stars and 33 forks, indicating an active community.