# Industrial-AIOps

This MCP server reads industrial equipment data across field protocols and helps an agent trace downtime to cited evidence. Its analysis runs without a model API.

- MCP server · `type=mcp` · Claude Code, Codex, Cursor, GitHub Copilot, Windsurf (Devin Desktop), Cline, Zed, Gemini CLI · ★ 7
- Author: industrial-aiops
- License: MIT · policy=link-only · description only; the file stays with the author
- Source: https://github.com/industrial-aiops/industrial-aiops
- Updated: 2026-10-19
- HTML: https://affpapa.org/en/nevibecode/mcp/industrial-aiops

## What it does

Industrial-AIOps connects to equipment through 15 field protocols and correlates the readings. An agent can ask it to investigate a line stoppage and cite the supporting evidence, or examine alarm floods, data flows and OEE. The server is designed around reads: calls are audited, while write operations are off by default and governed through MOC controls.

The analysis engine is deterministic and needs neither a GPU nor a model API. An optional model can rephrase a verdict after the engine has produced it. To add the server in Claude Code, use `uvx iaiops` through the command below and set `IAIOPS_MCP` and `IAIOPS_MASTER_PASSWORD`. Six tools can send data outside the machine; set `IAIOPS_NO_EGRESS=1` for an air-gapped setup.

## Requirements
- Needs: Python and uv (commands run via uvx)
- Environment variables: `IAIOPS_MCP`, `IAIOPS_CONFIG`, `IAIOPS_MASTER_PASSWORD`, `IAIOPS_NO_EGRESS` — keys and tokens: ask the human for the values, never commit them or put them in shared files.

## Install

### Claude Code (native platform)

**Platform CLI**
```bash
claude mcp add --env IAIOPS_MCP=<IAIOPS_MCP> --env IAIOPS_CONFIG=<IAIOPS_CONFIG> --env IAIOPS_MASTER_PASSWORD=<IAIOPS_MASTER_PASSWORD> --env IAIOPS_NO_EGRESS=<IAIOPS_NO_EGRESS> --transport stdio industrial-aiops -- uvx iaiops
```
Replace <…> with your own values. uvx runs the command named after the package; if the README names another one, use uvx --from iaiops <command>

### Codex

**Platform CLI**
```bash
codex mcp add industrial-aiops --env IAIOPS_MCP=<IAIOPS_MCP> --env IAIOPS_CONFIG=<IAIOPS_CONFIG> --env IAIOPS_MASTER_PASSWORD=<IAIOPS_MASTER_PASSWORD> --env IAIOPS_NO_EGRESS=<IAIOPS_NO_EGRESS> -- uvx iaiops
```
Replace <…> with your own values. uvx runs the command named after the package; if the README names another one, use uvx --from iaiops <command>

### Cursor

**Config file**
File `.cursor/mcp.json`:
```json
{
    "mcpServers": {
        "industrial-aiops": {
            "command": "uvx",
            "args": [
                "iaiops"
            ],
            "env": {
                "IAIOPS_MCP": "<IAIOPS_MCP>",
                "IAIOPS_CONFIG": "<IAIOPS_CONFIG>",
                "IAIOPS_MASTER_PASSWORD": "<IAIOPS_MASTER_PASSWORD>",
                "IAIOPS_NO_EGRESS": "<IAIOPS_NO_EGRESS>"
            }
        }
    }
}
```
Replace <…> with your own values. uvx runs the command named after the package; if the README names another one, use uvx --from iaiops <command>

### GitHub Copilot

**Config file**
File `.vscode/mcp.json`:
```json
{
    "servers": {
        "industrial-aiops": {
            "type": "stdio",
            "command": "uvx",
            "args": [
                "iaiops"
            ],
            "env": {
                "IAIOPS_MCP": "<IAIOPS_MCP>",
                "IAIOPS_CONFIG": "<IAIOPS_CONFIG>",
                "IAIOPS_MASTER_PASSWORD": "<IAIOPS_MASTER_PASSWORD>",
                "IAIOPS_NO_EGRESS": "<IAIOPS_NO_EGRESS>"
            }
        }
    }
}
```
Replace <…> with your own values. uvx runs the command named after the package; if the README names another one, use uvx --from iaiops <command>

### Gemini CLI

**Platform CLI**
```bash
gemini mcp add -e IAIOPS_MCP=<IAIOPS_MCP> -e IAIOPS_CONFIG=<IAIOPS_CONFIG> -e IAIOPS_MASTER_PASSWORD=<IAIOPS_MASTER_PASSWORD> -e IAIOPS_NO_EGRESS=<IAIOPS_NO_EGRESS> industrial-aiops uvx iaiops
```
Replace <…> with your own values. uvx runs the command named after the package; if the README names another one, use uvx --from iaiops <command>

## When to use it
- trace equipment downtime to its cause
- investigate a flood of alarms
- check whether device data can be trusted
- measure OEE from collected history
- explain PLC programs in ST, AWL or L5X

## Example prompts
- Find the cause of the line stoppage and cite the readings behind your conclusion.
- Investigate what triggered this alarm flood.
- Calculate OEE from the collected history for the requested period.

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