AssetOpsBench
Level AMCP ecosystemNot an MCP ServerSourceAssetOpsBench - 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.
AssetOpsBench is an open benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents in Industry 4.0 asset operations and maintenance. It offers reproducible industrial scenarios and evaluation pipelines, with MCP servers for IoT, FMSR, TSFM, work orders, and vibration plus a shared utility server, covering sensor data, failure modes, time-series models, work-order lifecycle, and vibration diagnostics. It supports multiple agent frameworks and multi-agent orches…