# OT-AIops

> Use this tool when you need to integrate AI agents with industrial control systems, troubleshoot data issues, or monitor system health. OT-AIops provides governed read access to various protocols, including OPC-UA, Modbus, and MTConnect, and offers cross-protocol diagnostics for resolving data breaks and alarm floods. It is ideal for use cases requiring secure, reliable access to industrial control system data for AI-driven insights and automation.

Canonical page: https://skillsregistry.net/skills/aiops-tools-ot-aiops  
JSON: https://api.skillsregistry.net/v1/skills/aiops-tools-ot-aiops

## Description

Provides AI agents with safe, governed read access to industrial control systems (OPC-UA, Modbus, S7, Mitsubishi, MTConnect, MQTT/Sparkplug) plus cross-protocol diagnostics for troubleshooting data breaks, alarm floods, and unhealthy tags.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/lwg8vk5xvq)
- **Repository:** <https://github.com/industrial-aiops/industrial-aiops>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aiops-tools-ot-aiops"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aiops-tools-ot-aiops` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aiops-tools-ot-aiops/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt