PyPI Stats
LGDiMaggio

predictive-maintenance-mcp

AI agent for predictive maintenance & condition monitoring — Open-source MCP server and Claude Code plugin with 48 endpoints for vibration analysis, bearing fault detection, ISO 20816 compliance, and ML anomaly detection via natural language
PyPI GitHub

Shared Repository

This package shares its GitHub repository (LGDiMaggio/predictive-maintenance-mcp) with 2 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
21
Week
61
Month
539
Stars
33
Forks
8
Issues
0
Version
0.8.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
30
Adoption
27
Community
20
How the maintenance status was determined
Last commit
30 days ago
Monthly downloads
539
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
539
Stars
33
Stars per 1k downloads
61.22
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
• Unknown
Fewer than 1,000 monthly downloads, or no star data
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
9
Month daily avg
18
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.11
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
38 days ago
Total releases
8
Releases/year
34.0
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
3
Monthly downloads
539
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
34
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
37.5%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1

Dependencies

8
21 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
February 9, 2026
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
0.8.0
Total Releases
8
Contributors
3
Open PRs
0
Archived
No
Python Versions
3 3.11 3.12
Wheels
py3
Keywords
ai-agent-predictive-maintenance claude-plugin-predictive-maintenance condition-monitoring-ai-agent predictive-maintenance condition-monitoring vibration-analysis bearing-fault-diagnosis fault-diagnosis model-context-protocol mcp-server claude-ai claude-agents claude-skills signal-processing anomaly-detection envelope-analysis iso20816 industry-4-0 industrial-iot machine-learning-condition-monitoring
Topics
anomaly-detection asset-management bearing-fault-diagnosis claude-agents claude-ai condition-monitoring envelope-analysis fastmcp fault-diagnosis iiot industrial-iot industry-4-0 iso10816 mcp-server model-context-protocol predictive-analytics predictive-maintenance signal-processing vibration-analysis machine-failure
Tracking Since
February 15, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links