predictive-maintenance
LGDiMaggio/predictive-maintenance-mcp
Industrial predictive maintenance: vibration analysis, bearing fault diagnosis (ISO 20816-3) and diagnostic reports.
- Local integrations
Installation, supported tools and required credentials are maintained by the project.
Project details
- GitHub stars
- 105
- Language
- Python
- Forks
- 33
- Latest release
- v0.13.02mo ago
- Activity
- updated today
- anomaly-detection
- bearing-fault-diagnosis
- claude-agents
- claude-ai
- condition-monitoring
- envelope-analysis
- fastmcp
- fault-diagnosis
First MCP server?Start with the basics
Query robotics, drone and IoT data (ROS bags, MCAP, flight logs, CAN, MQTT) in plain English via DuckDB SQL, with Rerun, PlotJuggler and LeRobot exports.
Unofficial, read-only analysis of Mitsubishi MELSEC GX Works3 PLC projects: trace ladder logic, find device reads and writes and search device comments.
Local price benchmarking trained on your purchasing history: predict part costs, attribute them to spec and supplier drivers and get a likely price range.
Connect AI agents to industrial equipment across protocols and manufacturers: cross-OEM telemetry normalization, health index and failure prediction.