AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 4 specialist agents (IoT, FMSR, TSFM, Work Order), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "assetopsbench": {
      "command": "uvx",
      "args": [
        "assetopsbench"
      ]
    }
  }
}

Or install with pip: pip install assetopsbench

README Excerpt

<div align="center"> *A unified, open framework for building, orchestrating, and evaluating domain-specific AI agents in Industry 4.0.* 📄 [**Paper**](https://arxiv.org/pdf/2506.03828) · 🤗 [**Dataset**](https://huggingface.co/datasets/ibm-research/AssetOpsBench) · 🎮 [**Playground**](https://huggingface.co/spaces/ibm-research/AssetOps-Bench) · 📢 [**IBM Blog**](https://research.ibm.com/blog/asset-ops-benchmark) · 🎥 [**Video**](https://www.youtube.com/watch?v=kXmBDMrKFjs) · 📊 [**Kaggle**](https://ww

Topics

condition-based-maintenancehvac-maintenanceiotllm-agentsmodel-context-protocolpredictive-maintenancetime-series-forecasting

AssetOpsBench

Quick Install

README Excerpt

Topics

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