AssetOpsBench

by IBM · Python · ★ 1,929

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, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

#ai-for-physical-assets#condition-based-maintenance#hvac-maintenance#iot#llm-agents#model-context-protocol#predictive-maintenance#time-series-forecasting

Install

pip install git+https://github.com/IBM/AssetOpsBench.git

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "assetopsbench": {
      "command": "uvx",
      "args": [
        "git+https://github.com/IBM/AssetOpsBench.git"
      ]
    }
  }
}

From the README

*A unified, open framework for building, orchestrating, and evaluating domain-specific AI agents in Industry 4.0.* [](https://github.com/IBM/AssetOpsBench/stargazers) [](https://github.com/IBM/AssetOpsBench/network/members) [](LICENSE) [](#publications) [](#ai-competitions) [](#ai-competitions) [](#) [](#) [](#publications) [](#publications) [](#publications) [](#publications) [](#publications) [](#publications) 📄 [**Paper**](https://arxiv.org/pdf/2506.03828) · 🤗 [**Dataset**](https://huggingface.co/datasets/ibm-research/AssetOpsBench) · 🎮 [**Playground**](https://huggingface.co/spaces/i…

Read full README on GitHub →

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