Predictive Maintenance
Rank #1,202io.github.LGDiMaggio/predictive-maintenance-mcp
Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection
Predictive Maintenance is a Model Context Protocol (MCP) server published by LGDiMaggio. It ranks #1,202 of 132,405 servers tracked on MCP Toplist, and its repository has 86 GitHub stars. Predictive Maintenance is listed across 2 registries — Official MCP and Glama, with 12 tracked versions. It was first listed on Feb 9, 2026 and most recently updated on Aug 14, 2026.
Ranks ahead of 131,203 of 132,405 servers on MCP Toplist.
Use Predictive Maintenance
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add predictive-maintenance-mcp -- uvx predictive-maintenance-mcp[mcp_servers.predictive-maintenance-mcp]
command = "uvx"
args = ["predictive-maintenance-mcp"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"predictive-maintenance-mcp": {
"command": "uvx",
"args": [
"predictive-maintenance-mcp"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"predictive-maintenance-mcp": {
"command": "uvx",
"args": [
"predictive-maintenance-mcp"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"predictive-maintenance-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"predictive-maintenance-mcp"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"predictive-maintenance-mcp": {
"command": "uvx",
"args": [
"predictive-maintenance-mcp"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"predictive-maintenance-mcp": {
"command": "uvx",
"args": [
"predictive-maintenance-mcp"
]
}
}
}Show your rank
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[](https://mcptoplist.com/server/io.github.LGDiMaggio%2Fpredictive-maintenance-mcp)<a href="https://mcptoplist.com/server/io.github.LGDiMaggio%2Fpredictive-maintenance-mcp"><img src="https://mcptoplist.com/badge/io.github.LGDiMaggio%2Fpredictive-maintenance-mcp.svg" alt="MCP Toplist: Top 1% of 132,405" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
LGDiMaggio
Other servers by LGDiMaggio
View all LGDiMaggio servers →Available versions (12)
| Version | Published |
|---|---|
| 0.13.0 | Aug 14, 2026 |
| 0.12.0 | Aug 9, 2026 |
| 0.9.1 | Jul 13, 2026 |
| 0.9.0 | Jul 13, 2026 |
| 0.8.0 | Mar 29, 2026 |
| 0.7.1 | Mar 11, 2026 |
| 0.7.0 | Mar 10, 2026 |
| 0.5.0 | Mar 5, 2026 |
| 0.4.1 | Feb 15, 2026 |
| 0.4.0 | Feb 15, 2026 |
| 0.3.4 | Feb 9, 2026 |
| 0.1.0 | Nov 25, 2024 |
Frequently asked questions
- Who maintains Predictive Maintenance?
- Predictive Maintenance is maintained by LGDiMaggio, which publishes 2 MCP servers (16 total versions) tracked on MCP Toplist.
- Is Predictive Maintenance listed on the Official MCP Registry?
- Yes — Predictive Maintenance is listed on the Official MCP Registry, alongside Glama.
- How many versions does Predictive Maintenance have?
- MCP Toplist tracks 12 versions of Predictive Maintenance, most recently published on Aug 14, 2026.
- Where can I find the source code for Predictive Maintenance?
- The source code for Predictive Maintenance is hosted at github.com/LGDiMaggio/predictive-maintenance-mcp.
Do you run this server?
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