Nvidia has launched an open-source toolkit centred on the new NemoClaw framework to help developers build secure, enterprise-scale AI agents while addressing orchestration, memory and security challenges.
Nvidia has unveiled an open-source Agent Toolkit designed to help developers build secure, autonomous AI workers capable of operating at enterprise scale. Announced at Nvidia GTC Taipei 2026, the toolkit combines software, open-source models, open-source blueprints, security frameworks and agent orchestration tools.
At the heart of the toolkit is NemoClaw, a new open framework and blueprint for AI-agent orchestration. The framework provides templates for planning, reasoning, execution and delegation, helping developers tackle key deployment challenges such as memory management, context preservation, multi-agent collaboration and tool integration.
“NemoClaw provides enterprise software developers with the open building blocks to create more secure, long-running AI coworkers that amplify human expertise as they reshape how work gets done,” said Jensen Huang, Chief Executive Officer of Nvidia.
The company is also addressing growing security concerns around AI agents that access sensitive files, modify code, create sub-agents and perform autonomous actions. To support secure deployment, Nvidia introduced OpenShell Secure Runtime, a containerised environment developed with Microsoft, Canonical and Red Hat. It offers custom security controls, privacy protection, sensitive-data masking and local-only execution for critical workloads.
Nvidia also unveiled Nemotron 3 Ultra, a 550-billion-parameter mixture-of-experts model built for long-running autonomous agents, claiming up to five times faster inference and 30% lower operating costs than comparable models.
The release further includes CUDA-X Agent Skills, providing plug-and-play capabilities spanning data analytics, optimisation, enterprise research, governance, scientific simulations and quantum computing workflows. NemoClaw and CUDA-X Agent Skills are available now, while OpenShell is in preview and Nemotron 3 Ultra launches on June 4.
