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AssetOpsBench

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 blueprint

AgentPick Score 46/100#684 in MCP servers★ 2.4k GitHub starsApache-2.0Updated 14 Oct 2026Python

Ranked by AgentPick Score, our data score from public GitHub activity. Description is the project's own.

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

Starter prompt

Connect the AssetOpsBench MCP server to my agent with the narrowest permissions possible, then do [task] and tell me which tool calls you made.
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