AssetOpsBench
A unified benchmark and framework for industrial asset operations and maintenance, supporting multi-agent orchestration.
- Type
- MCP
- Transport
- stdio
- Open source
- Yes
- GitHub Stars
- ★ 1.9k
- Source
- mcp-github
- Repository
- github.com/IBM/AssetOpsBench
Overview
AssetOpsBench is a unified framework for building, orchestrating, and evaluating domain-specific AI agents, tailored for industrial 4.0 asset operations and maintenance. It provides over 460 scenarios, five specialized agents (IoT, FMSR, TSFM, work orders, etc.), and multi-agent orchestration blueprints based on MCP (MetaAgent, AgentHive). The framework aims to help maintenance engineers, reliability experts, facility planners, and industrial 4.0 researchers better manage and optimize industrial assets.
Capabilities
- ▪Retrieve site information
- ▪Retrieve historical data
- ▪Retrieve asset information
- ▪Retrieve sensor data
- ▪Failure mode analysis
- ▪Time series forecasting
Use cases
Setup
git clone https://github.com/IBM/AssetOpsBench.git\ncd AssetOpsBench\npip install -e .
This information was compiled by AI from public sources and may contain inaccuracies — please refer to the source.
FAQ
How do I get started with AssetOpsBench?
Clone the repository and install dependencies, then run example scenarios or refer to the documentation.
What types of agents are supported?
Supports various specialized agents including IoT, FMSR, TSFM, work orders, and more.
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