AIops-tools

Governed AI operations tooling for infrastructure — unbypassable audit, budget, and undo built into every tool.

AI agents are great at infrastructure ops, right up until something goes wrong in production. AIops-tools is a family of MCP servers + CLIs that wrap real infrastructure platforms with a governance harness. Each tool delivers the operation accurately and efficiently and records every step; whether a write is permitted is the agent's judgement or the connecting account's permissions — not the tool's. So an agent's actions are:

• Audited — every operation, over MCP and the CLI, logged to a local SQLite trail (who / what / when), secret-redacted. There is no unaudited entry point.
• Bounded — a runaway-loop breaker + optional per-process call/time ceilings (no more "one operation, 26k tokens"). A safety backstop, not an authorization gate.
• Reversible — write operations record an inverse undo token wherever a clean inverse exists.
• Safe by default — destructive ops need double confirmation + --dry-run; all API text is sanitized.

Every tool is self-contained (the harness is bundled — no shared runtime dependency) and ships on PyPI, the MCP Registry, ClawHub, and SkillHub.

Published tools

Industrial / OT? The OT line (formerly ot-aiops) has moved to its own org — Industrial-AIOps — and is now iaiops (pip install iaiops): OPC-UA, Modbus, S7comm, Mitsubishi MC, MTConnect, MQTT/Sparkplug B, EtherNet/IP, EtherCAT, and SECS/GEM for semiconductor / display fabs.

How it works

Each tool exposes both a CLI and an MCP server ( mcp, stdio transport). Point any MCP client (Claude, etc.) at it. Configuration and the audit/undo/policy store live under ~/./ (relocatable via _AIOPS_HOME). Credentials are kept in an encrypted store (secrets.enc, Fernet + master password) — never in plaintext. A friendly init wizard walks you through first-time setup.

pip install proxmox-aiops          # or pipx / uv tool install
proxmox-aiops init                 # interactive setup (encrypts your credentials)
proxmox-aiops doctor               # verify connectivity
proxmox-aiops mcp                  # run as an MCP server

License & affiliation

MIT licensed. Community-maintained. Not affiliated with, endorsed by, or sponsored by the vendors of the platforms these tools operate (Proxmox Server Solutions GmbH, Veeam Software, the CNCF / Kubernetes project, etc.); all trademarks belong to their respective owners.