AssetOpsBench

Name: IBM/AssetOpsBench
Author: IBM

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.

MCP Servers2.1k stars295 forks● PythonApache-2.0Updated today

ClaudeWave Trust Score

100/100

✓ Verified

Passed

✓Open-source license (Apache-2.0)
✓Actively maintained (<30d)
✓Healthy fork ratio
✓Clear description
✓Topics declared
✓Mature repo (>1y old)

Last scanned: 6/11/2026

Install in Claude Code / Claude Desktop

Method: UVX (Python) · assetopsbench

Claude Code CLI

claude mcp add assetopsbench -- uvx assetopsbench

claude_desktop_config.json (Claude Desktop)

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

1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).

2. Replace any <placeholder> values with your API keys or paths.

3. Restart Claude. The MCP server and its tools appear automatically.

💡 Package name inferred from the repository name. Verify it exists on PyPI, or clone https://github.com/IBM/AssetOpsBench and follow its README.

Use cases

AI / ML

About

MCP Servers overview

README preview not available. Visit the repo on GitHub for full documentation.

Topics

ai-for-physical-assetscondition-based-maintenancehvac-maintenanceiotllm-agentsmodel-context-protocolpredictive-maintenancetime-series-forecasting

Frequently asked

What people ask about AssetOpsBench

What is IBM/AssetOpsBench?

IBM/AssetOpsBench is mcp servers for the Claude AI ecosystem. 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. It has 2.1k GitHub stars and was last updated today.

How do I install AssetOpsBench?

You can install AssetOpsBench by cloning the repository (https://github.com/IBM/AssetOpsBench) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is IBM/AssetOpsBench safe to use?

Our security agent has analyzed IBM/AssetOpsBench and assigned a Trust Score of 100/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains IBM/AssetOpsBench?

IBM/AssetOpsBench is maintained by IBM. The last recorded GitHub activity is from today, with 45 open issues.

Are there alternatives to AssetOpsBench?

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

1-click deploy

Deploy AssetOpsBench to your cloud

Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.

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Drop the badge into your GitHub README to show it's tracked on ClaudeWave. Each badge links back to this page and reflects the live Trust Score.

Markdown (README)

[![Featured on ClaudeWave](https://claudewave.com/api/badge/ibm-assetopsbench)](https://claudewave.com/repo/ibm-assetopsbench)

HTML

<a href="https://claudewave.com/repo/ibm-assetopsbench"><img src="https://claudewave.com/api/badge/ibm-assetopsbench" alt="Featured on ClaudeWave: IBM/AssetOpsBench" width="320" height="64" /></a>

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