Multi-Agent Frameworks & Swarms

AssetOpsBench

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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.

At a glance

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Published pricing
No checked amount
Primary language
Python
Source for primary language ↗Checked Sep 2, 2026
Developer SDK
Not source-confirmed
API access
Not source-confirmed

Core Capabilities & Integrations

✓Source code available
✓Apache-2.0 license

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