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AIops-tools/Container-Host-AIops

by Various

Governed AI-ops for Docker + Portainer container hosts — restart-loop/resource/bloat RCA, guarded writes, with audit/budget/undo (preview)

MCP

AIops-tools/Container-Host-AIops

Added 18 Oct 2026

#agent-skills#ai-ops#containers#docker#mcp#portainer
Catalogue record, not a reviewed recommendation. This record can include automatically collected descriptions and setup details. Confirm important claims with the original source. Explore source-reviewed tools.

Overview

A Python-based tool for governed AI-ops on Docker and Portainer container hosts. It performs root cause analysis for restart loops, resource pressure, and container bloat, then offers guarded remediation with audit trails, budget controls, and undo capability. Currently in preview.

Best for

Best for
Developers managing Docker hosts who want safer, auditable AI-assisted operations

Use cases

  • Diagnose restart-looping containers
  • Identify resource pressure or bloat on container hosts
  • Apply guarded remediation with audit and rollback

Notes

0 stars on GitHub. Last updated 2026-10-15. Licensed MIT.

Pros

  • Includes safety mechanisms like guarded writes and undo
  • Provides audit and budget controls for operations
  • Focused on common container host failure modes

Cons

  • Preview stage with no stable release
  • No community traction yet (0 stars)
  • Limited to Docker and Portainer environments
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